{"id":2636,"date":"2023-05-18T17:23:57","date_gmt":"2023-05-18T08:23:57","guid":{"rendered":"https:\/\/edu.ujhb.org\/?p=2636"},"modified":"2023-05-18T17:23:57","modified_gmt":"2023-05-18T08:23:57","slug":"datadog%e5%85%a5%e9%96%80%ef%bc%88%e6%97%a5%e6%9c%ac%e8%aa%9e%e7%89%88%ef%bc%89","status":"publish","type":"post","link":"https:\/\/edu.ujhb.org\/?p=2636","title":{"rendered":"Datadog\u5165\u9580\uff08\u65e5\u672c\u8a9e\u7248\uff09"},"content":{"rendered":"\n<p>IT\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u306e\u30d3\u30c7\u30aa\u3092\u3084\u308a\u305f\u3044\u306e\u3067\u3059\u304c\u3001\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u306b\u5fdc\u3058\u3066\u30d3\u30c7\u30aa\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u306e\u30c6\u30ad\u30b9\u30c8\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u914d\u7f6e\u3057\u3066\u3044\u305f\u3060\u3051\u307e\u3059\u304b\u3002 \u307e\u305a\u306f DataDog \u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u3001\u30ab\u30d0\u30fc\u3059\u3079\u304d\u4e8b\u9805\u306e\u30ea\u30b9\u30c8\u3092\u6559\u3048\u3066\u3082\u3089\u3044\u307e\u3057\u3087\u3046\u3002 \u30c1\u30e3\u30c3\u30c8GPT<\/p>\n\n\n\n<p>\u3082\u3061\u308d\u3093\u3001DataDog\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u3084\u308b\u3079\u304d\u3053\u3068\u306e\u30ea\u30b9\u30c8\u3092\u30ea\u30b9\u30c8\u3059\u308b\u306e\u3092\u624b\u4f1d\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u8003\u3048\u3089\u308c\u308b\u6982\u8981\u3092\u6b21\u306b\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u30c7\u30fc\u30bf\u30c9\u30c3\u30b0\u5165\u9580\n<ul class=\"wp-block-list\">\n<li>DataDog \u3068\u306f\u4f55\u304b\u3001\u307e\u305f\u305d\u306e\u6a5f\u80fd\u3092\u8aac\u660e\u3059\u308b<\/li>\n\n\n\n<li>\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u6700\u9069\u5316\u306b\u304a\u3051\u308b DataDog \u306e\u91cd\u8981\u6027\u3092\u5f37\u8abf\u3059\u308b<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>DataDog \u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3068\u69cb\u6210\n<ul class=\"wp-block-list\">\n<li>DataDog \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>DataDog \u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u8a2d\u5b9a\u3057\u3066 API \u30ad\u30fc\u3092\u53d6\u5f97\u3059\u308b<\/li>\n\n\n\n<li>DataDog \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u7d71\u5408\u3092\u69cb\u6210\u3059\u308b<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3068\u76e3\u8996\u306e\u8a2d\u5b9a\n<ul class=\"wp-block-list\">\n<li>\u4e3b\u8981\u306a\u30e1\u30c8\u30ea\u30c3\u30af\u3092\u76e3\u8996\u3059\u308b\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4f5c\u6210\u3059\u308b<\/li>\n\n\n\n<li>CPU \u4f7f\u7528\u7387\u3084\u30e1\u30e2\u30ea\u4f7f\u7528\u7387\u306a\u3069\u306e\u76e3\u8996\u30e1\u30c8\u30ea\u30c3\u30af\u3092\u8ffd\u52a0\u304a\u3088\u3073\u69cb\u6210\u3059\u308b<\/li>\n\n\n\n<li>\u30e1\u30c8\u30ea\u30c3\u30af\u304c\u3057\u304d\u3044\u5024\u3092\u8d85\u3048\u305f\u3068\u304d\u306b\u901a\u77e5\u3092\u53d7\u4fe1\u3059\u308b\u3088\u3046\u306b\u30a2\u30e9\u30fc\u30c8 \u30eb\u30fc\u30eb\u3092\u8a2d\u5b9a\u3059\u308b<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>APM(\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0)\n<ul class=\"wp-block-list\">\n<li>APM\u306e\u6982\u5ff5\u3068\u5229\u70b9\u3092\u7d39\u4ecb\u3059\u308b<\/li>\n\n\n\n<li>DataDog APM \u3092\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u7d71\u5408\u3059\u308b<\/li>\n\n\n\n<li>\u8981\u6c42\u306e\u5fdc\u7b54\u6642\u9593\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 \u30af\u30a8\u30ea\u306a\u3069\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3 \u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9 \u30e1\u30c8\u30ea\u30c3\u30af\u3092\u76e3\u8996\u3059\u308b<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u30ed\u30b0\u7ba1\u7406\n<ul class=\"wp-block-list\">\n<li>\u30ed\u30b0\u53ce\u96c6\u3068\u96c6\u4e2d\u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u69cb\u6210<\/li>\n\n\n\n<li>\u30ed\u30b0\u30d5\u30a3\u30eb\u30bf\u30fc\u3068\u691c\u7d22\u30af\u30a8\u30ea\u3092\u5b9a\u7fa9\u3057\u3066\u9069\u7528\u3059\u308b<\/li>\n\n\n\n<li>\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u5206\u6790\u306b\u30ed\u30b0 \u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3059\u308b<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u76e3\u8996\n<ul class=\"wp-block-list\">\n<li>\u30b5\u30fc\u30d0\u30fc\u3068\u30af\u30e9\u30a6\u30c9\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092 DataDog \u306b\u8ffd\u52a0\u3057\u3066\u76e3\u8996\u3059\u308b<\/li>\n\n\n\n<li>CPU\u3001\u30e1\u30e2\u30ea\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306a\u3069\u306e\u91cd\u8981\u306a\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u30e1\u30c8\u30ea\u30c3\u30af\u3092\u76e3\u8996\u3059\u308b<\/li>\n\n\n\n<li>\u969c\u5bb3\u3084\u7570\u5e38\u304c\u767a\u751f\u3057\u305f\u5834\u5408\u306b\u901a\u77e5\u3055\u308c\u308b\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u30a2\u30e9\u30fc\u30c8\u3092\u8a2d\u5b9a\u3059\u308b<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u4ed6\u306e\u30c4\u30fc\u30eb\u3084\u30b5\u30fc\u30d3\u30b9\u3092\u7d71\u5408\u3059\u308b\n<ul class=\"wp-block-list\">\n<li>DataDog \u3068\u3001AWS\u3001GCP\u3001Kubernetes \u306a\u3069\u306e\u4ed6\u306e\u4e00\u822c\u7684\u306a\u30c4\u30fc\u30eb\u3084\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/li>\n\n\n\n<li>\u30ab\u30b9\u30bf\u30e0\u7d71\u5408\u3068\u62e1\u5f35\u6a5f\u80fd\u306b DataDog API \u3092\u4f7f\u7528\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u307e\u3059<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u30d9\u30b9\u30c8 \u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u6700\u9069\u5316\u306e\u30d2\u30f3\u30c8\n<ul class=\"wp-block-list\">\n<li>DataDog \u3092\u4f7f\u7528\u3059\u308b\u305f\u3081\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u306e\u63a8\u5968\u4e8b\u9805\u3092\u63d0\u4f9b\u3059\u308b<\/li>\n\n\n\n<li>DataDog\u306e\u52b9\u679c\u7684\u304b\u3064\u52b9\u7387\u7684\u306a\u4f7f\u7528\u3092\u78ba\u4fdd\u3059\u308b\u305f\u3081\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u6700\u9069\u5316\u306e\u30d2\u30f3\u30c8\u3068\u6226\u7565\u3092\u5171\u6709\u3059\u308b<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<p>\u3053\u306e\u6982\u8981\u3067\u306f\u3001DataDog \u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u306e\u4e3b\u8981\u306a\u30c8\u30d4\u30c3\u30af\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u3066\u304a\u308a\u3001\u30cb\u30fc\u30ba\u3084\u76ee\u6a19\u306b\u5408\u308f\u305b\u3066\u8abf\u6574\u304a\u3088\u3073\u62e1\u5f35\u3067\u304d\u307e\u3059\u3002 \u30d3\u30c7\u30aa\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3092\u4f5c\u6210\u3059\u308b\u3068\u304d\u306f\u3001\u5404\u30c8\u30d4\u30c3\u30af\u3092\u660e\u78ba\u306b\u8aac\u660e\u3057\u3001\u8996\u8074\u8005\u304cDataDog\u3092\u3088\u308a\u3088\u304f\u7406\u89e3\u3057\u3066\u9069\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u5b9f\u8df5\u7684\u306a\u30c7\u30e2\u30f3\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u4f8b\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3092\u5fd8\u308c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=2591\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"\u5229\u7528\u8005\"\/><\/figure>\n\n\n\n<p>DataDog\u3068\u306f\u4f55\u304b\u3001\u305d\u3057\u3066\u305d\u308c\u304cChatGPT\u3067\u4f55\u3092\u3059\u308b\u306e\u304b\u3092\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>\u3082\u3061\u308d\u3093\u3001DataDog\u3068\u306f\u4f55\u304b\u3001\u305d\u3057\u3066\u305d\u308c\u304c\u4f55\u3092\u3059\u308b\u306e\u304b\u3092\u8a73\u7d30\u306b\u8aac\u660e\u3067\u304d\u308b\u3053\u3068\u3092\u5b09\u3057\u304f\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>DataDog\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3001\u304a\u3088\u3073\u30b5\u30fc\u30d3\u30b9\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u5065\u5168\u6027\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u76e3\u8996\u304a\u3088\u3073\u8996\u899a\u5316\u3059\u308b\u305f\u3081\u306e\u5305\u62ec\u7684\u306a\u76e3\u8996\u304a\u3088\u3073\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002 \u4e00\u5143\u5316\u3055\u308c\u305f\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3068\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u3001\u958b\u767a\u8005\u3001\u904b\u7528\u30c1\u30fc\u30e0\u3001\u304a\u3088\u3073\u30d3\u30b8\u30cd\u30b9\u62c5\u5f53\u8005\u304c\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3092\u76e3\u8996\u3057\u3001\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6700\u9069\u5316\u3057\u3001\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n<p>DataDog \u306e\u4e3b\u306a\u6a5f\u80fd\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u76e3\u8996\u3059\u308b: DataDog \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001CPU \u4f7f\u7528\u7387\u3001\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u3001\u5fdc\u7b54\u6642\u9593\u306a\u3069\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4e3b\u8981\u696d\u7e3e\u8a55\u4fa1\u6307\u6a19\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u76e3\u8996\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u6b63\u5e38\u6027\u3092\u7406\u89e3\u3057\u3001\u6f5c\u5728\u7684\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u554f\u984c\u3092\u30bf\u30a4\u30e0\u30ea\u30fc\u306b\u7279\u5b9a\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30b5\u30fc\u30d0\u30fc\u3068\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u76e3\u8996: DataDog \u306f\u3001CPU\u3001\u30e1\u30e2\u30ea\u3001\u30c7\u30a3\u30b9\u30af\u4f7f\u7528\u91cf\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u306a\u3069\u3001\u30b5\u30fc\u30d0\u30fc\u3001\u30af\u30e9\u30a6\u30c9\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u4e3b\u8981\u306a\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u76e3\u8996\u3067\u304d\u307e\u3059\u3002 \u4e00\u5143\u5316\u3055\u308c\u305f\u76e3\u8996\u306b\u3088\u308a\u3001\u30ea\u30bd\u30fc\u30b9\u306e\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3084\u969c\u5bb3\u306a\u3069\u306e\u6f5c\u5728\u7684\u306a\u554f\u984c\u3092\u3059\u3070\u3084\u304f\u7279\u5b9a\u3067\u304d\u308b\u305f\u3081\u3001\u305d\u308c\u3089\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306e\u30bf\u30a4\u30e0\u30ea\u30fc\u306a\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u76e3\u8996(APM) \ud83d\ude00 ataDog\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30e1\u30c8\u30ea\u30af\u30b9\u3001\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u3001\u304a\u3088\u3073\u30ea\u30af\u30a8\u30b9\u30c8\u306e\u5b9f\u884c\u3092\u8ffd\u8de1\u304a\u3088\u3073\u5206\u6790\u3059\u308b\u305f\u3081\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u76e3\u8996\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3092\u7279\u5b9a\u3057\u3001\u30b3\u30fc\u30c9\u3068\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30af\u30a8\u30ea\u3092\u6700\u9069\u5316\u3057\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u30e6\u30fc\u30b6\u30fc \u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30ed\u30b0\u306e\u7ba1\u7406\u3068\u5206\u6790: DataDog \u306f\u30ed\u30b0\u30c7\u30fc\u30bf\u3092\u4e00\u5143\u7684\u306b\u53ce\u96c6\u3001\u4fdd\u5b58\u3001\u5206\u6790\u3057\u307e\u3059\u3002 \u5f37\u529b\u306a\u691c\u7d22\u304a\u3088\u3073\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u3001\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u76e3\u67fb\u3001\u304a\u3088\u3073\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306b\u30ed\u30b0\u60c5\u5831\u3092\u7c21\u5358\u306b\u898b\u3064\u3051\u3066\u5206\u6790\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a2\u30e9\u30fc\u30c8\u3068\u901a\u77e5: DataDog \u3067\u306f\u3001\u4e3b\u8981\u306a\u30e1\u30c8\u30ea\u30af\u30b9\u304c\u3057\u304d\u3044\u5024\u3092\u8d85\u3048\u305f\u308a\u3001\u7570\u5e38\u304c\u767a\u751f\u3057\u305f\u308a\u3057\u305f\u3068\u304d\u306b\u30bf\u30a4\u30e0\u30ea\u30fc\u306a\u901a\u77e5\u3092\u53d7\u3051\u53d6\u308b\u3088\u3046\u306b\u30a2\u30e9\u30fc\u30c8\u30eb\u30fc\u30eb\u3092\u8a2d\u5b9a\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u554f\u984c\u306b\u8fc5\u901f\u306b\u5bfe\u5fdc\u3057\u3001\u30c0\u30a6\u30f3\u30bf\u30a4\u30e0\u3068\u30d3\u30b8\u30cd\u30b9\u306e\u4e2d\u65ad\u3092\u6e1b\u3089\u3059\u305f\u3081\u306e\u9069\u5207\u306a\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u62e1\u5f35\u6a5f\u80fd\u3068\u7d71\u5408: DataDog \u306f\u3001API \u3068\u30d7\u30e9\u30b0\u30a4\u30f3\u306e\u8c4a\u5bcc\u306a\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3092\u63d0\u4f9b\u3057\u3001\u4ed6\u306e\u30c4\u30fc\u30eb\u3084\u30b5\u30fc\u30d3\u30b9\u3068\u7d71\u5408\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u305f\u3068\u3048\u3070\u3001\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0(AWS\u3001GCP\u306a\u3069)\u3001\u30b3\u30f3\u30c6\u30ca\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30b7\u30b9\u30c6\u30e0(Kubernetes\u306a\u3069)\u3001\u304a\u3088\u3073\u5305\u62ec\u7684\u306a\u76e3\u8996\u3068\u7ba1\u7406\u306e\u305f\u3081\u306e\u7d99\u7d9a\u7684\u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\/\u30c7\u30d7\u30ed\u30a4\u30c4\u30fc\u30eb\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u8981\u7d04\u3059\u308b\u3068\u3001DataDog\u306f\u3001\u7d44\u7e54\u304c\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u76e3\u8996\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u5f37\u529b\u306a\u76e3\u8996\u304a\u3088\u3073\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=2591\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"\u5229\u7528\u8005\"\/><\/figure>\n\n\n\n<p>ChatGPT \u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u6700\u9069\u5316\u306b\u304a\u3051\u308b DataDog \u306e\u91cd\u8981\u6027\u3092\u5f37\u8abf\u3059\u308b\u305f\u3081\u306b\u3001\u8a73\u7d30\u306b\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u6700\u9069\u5316\u306b\u304a\u3051\u308b DataDog \u306e\u91cd\u8981\u6027\u3092\u904e\u5c0f\u8a55\u4fa1\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002 \u3053\u3053\u306b\u3044\u304f\u3064\u304b\u306e\u8a73\u7d30\u306a\u8aac\u660e\u304c\u3042\u308a\u307e\u3059:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0: DataDog \u306f\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3068\u8996\u899a\u5316\u3092\u63d0\u4f9b\u3057\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u5373\u5ea7\u306b\u8868\u793a\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002 \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u76e3\u8996\u306b\u3088\u308a\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u5065\u5168\u6027\u3092\u3059\u3070\u3084\u304f\u628a\u63e1\u3057\u3001\u6f5c\u5728\u7684\u306a\u554f\u984c\u3084\u7570\u5e38\u3092\u30bf\u30a4\u30e0\u30ea\u30fc\u306b\u767a\u898b\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u8fc5\u901f\u306a\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0:DataDog\u306f\u3001\u554f\u984c\u3092\u3059\u3070\u3084\u304f\u7279\u5b9a\u3057\u3066\u7279\u5b9a\u3057\u3001\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u6642\u9593\u3092\u77ed\u7e2e\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002 \u4e3b\u8981\u306a\u30e1\u30c8\u30ea\u30c3\u30af\u3068\u30ed\u30b0 \u30c7\u30fc\u30bf\u3092\u76e3\u8996\u3059\u308b\u3053\u3068\u3067\u3001\u554f\u984c\u306e\u6839\u672c\u539f\u56e0\u3092\u8ffd\u8de1\u3057\u3001\u305d\u308c\u3089\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306e\u9069\u5207\u306a\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u5b9f\u884c\u3057\u3066\u3001\u30c0\u30a6\u30f3\u30bf\u30a4\u30e0\u3068\u30d3\u30b8\u30cd\u30b9\u306e\u4e2d\u65ad\u3092\u524a\u6e1b\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u6700\u9069\u5316:DataDog\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3068\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3092\u7279\u5b9a\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u8c4a\u5bcc\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30e1\u30c8\u30ea\u30c3\u30af\u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u4e3b\u8981\u306a\u30e1\u30c8\u30ea\u30c3\u30af\u3092\u76e3\u8996\u3057\u3001\u8981\u6c42\u306e\u5b9f\u884c\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u30b3\u30fc\u30c9\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 \u30af\u30a8\u30ea\u3001\u304a\u3088\u3073\u30ea\u30bd\u30fc\u30b9\u69cb\u6210\u3092\u6700\u9069\u5316\u3057\u3066\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u5fdc\u7b54\u6027\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u81ea\u52d5\u30a2\u30e9\u30fc\u30c8\u3068\u901a\u77e5: DataDog \u306e\u30a2\u30e9\u30fc\u30c8\u6a5f\u80fd\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u3057\u304d\u3044\u5024\u3092\u8a2d\u5b9a\u3057\u3001\u30e1\u30c8\u30ea\u30af\u30b9\u304c\u3057\u304d\u3044\u5024\u3092\u8d85\u3048\u305f\u308a\u7570\u5e38\u304c\u767a\u751f\u3057\u305f\u308a\u3057\u305f\u3068\u304d\u306b\u901a\u77e5\u3092\u53d7\u3051\u53d6\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u554f\u984c\u306b\u8fc5\u901f\u306b\u5bfe\u5fdc\u3057\u3001\u30bf\u30a4\u30e0\u30ea\u30fc\u306a\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u5b9f\u884c\u3057\u3066\u3001\u3055\u3089\u306a\u308b\u640d\u5931\u3084\u30d3\u30b8\u30cd\u30b9\u306e\u4e2d\u65ad\u3092\u9632\u3050\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u62e1\u5f35\u6027\u3068\u7d71\u5408\u6027:DataDog\u306b\u306f\u5e83\u7bc4\u306a\u7d71\u5408\u6a5f\u80fd\u304c\u3042\u308a\u3001\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3001\u30b3\u30f3\u30c6\u30ca\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30b7\u30b9\u30c6\u30e0\u3001\u7d99\u7d9a\u7684\u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\/\u30c7\u30d7\u30ed\u30a4\u30c4\u30fc\u30eb\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u3084\u30b5\u30fc\u30d3\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u4e00\u5143\u5316\u3055\u308c\u305f\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306e\u76e3\u8996\u3068\u7ba1\u7406\u306e\u5305\u62ec\u7684\u306a\u30d3\u30e5\u30fc\u3092\u53d6\u5f97\u3057\u3001\u751f\u7523\u6027\u3092\u5411\u4e0a\u3055\u305b\u3001\u8907\u96d1\u3055\u3092\u8efd\u6e1b\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u306a\u610f\u601d\u6c7a\u5b9a: DataDog \u306f\u3001\u5927\u91cf\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30c7\u30fc\u30bf\u3068\u30ed\u30b0\u60c5\u5831\u3092\u53ce\u96c6\u3057\u3066\u4fdd\u5b58\u3057\u307e\u3059\u3002 \u3053\u306e\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u52d5\u4f5c\u3001\u30e6\u30fc\u30b6\u30fc\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u50be\u5411\u306b\u95a2\u3059\u308b\u6df1\u3044\u6d1e\u5bdf\u3092\u5f97\u3066\u3001\u30c7\u30fc\u30bf\u4e3b\u5c0e\u306e\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3044\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u4fe1\u983c\u6027\u3092\u7d99\u7d9a\u7684\u306b\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u8981\u7d04\u3059\u308b\u3068\u3001DataDog\u306f\u76e3\u8996\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u6700\u9069\u5316\u306e\u89b3\u70b9\u304b\u3089\u3067\u3059<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=2591\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"\u5229\u7528\u8005\"\/><\/figure>\n\n\n\n<p>\u30c1\u30e3\u30c3\u30c8GPT\u3092\u7d9a\u3051\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>\u8981\u7d04\u3059\u308b\u3068\u3001\u76e3\u8996\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u6700\u9069\u5316\u306b\u304a\u3051\u308b DataDog \u306e\u91cd\u8981\u6027\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"7\">\n<li>\u8996\u899a\u5316\u3068\u30ec\u30dd\u30fc\u30c8: DataDog \u306f\u3001\u76e3\u8996\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3059\u308b\u305f\u3081\u306e\u8c4a\u5bcc\u306a\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3068\u30ec\u30dd\u30fc\u30c8\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u30b9\u30c6\u30fc\u30bf\u30b9\u3092\u3088\u308a\u76f4\u611f\u7684\u306b\u628a\u63e1\u3067\u304d\u3001\u30c1\u30fc\u30e0\u3084\u95a2\u4fc2\u8005\u3068\u5171\u6709\u3059\u308b\u305f\u3081\u306e\u30ec\u30dd\u30fc\u30c8\u304c\u751f\u6210\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30ad\u30e3\u30d1\u30b7\u30c6\u30a3\u30d7\u30e9\u30f3\u30cb\u30f3\u30b0\u3068\u30ea\u30bd\u30fc\u30b9\u7ba1\u7406: DataDog \u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u6a5f\u80fd\u306b\u3088\u308a\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304a\u3088\u3073\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u30ea\u30bd\u30fc\u30b9\u306e\u4f7f\u7528\u72b6\u6cc1\u306b\u95a2\u3059\u308b\u8a73\u7d30\u306a\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u5bb9\u91cf\u8a08\u753b\u3068\u30ea\u30bd\u30fc\u30b9\u7ba1\u7406\u304c\u53ef\u80fd\u306b\u306a\u308a\u3001\u30ea\u30bd\u30fc\u30b9\u306e\u6d6a\u8cbb\u3084\u4e0d\u8981\u306a\u30b3\u30b9\u30c8\u3092\u56de\u907f\u3057\u306a\u304c\u3089\u3001\u30d3\u30b8\u30cd\u30b9\u30cb\u30fc\u30ba\u3092\u6e80\u305f\u3059\u306e\u306b\u5341\u5206\u306a\u30ea\u30bd\u30fc\u30b9\u304c\u30b7\u30b9\u30c6\u30e0\u306b\u78ba\u4fdd\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u76e3\u8996\u3068\u8106\u5f31\u6027\u691c\u51fa: DataDog \u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4f53\u5236\u3092\u76e3\u8996\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002 \u6f5c\u5728\u7684\u306a\u8106\u5f31\u6027\u3001\u7570\u5e38\u306a\u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3\u3001\u304a\u3088\u3073\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u8105\u5a01\u3092\u691c\u51fa\u3057\u3001\u30a2\u30e9\u30fc\u30c8\u3068\u901a\u77e5\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u4fdd\u8b77\u3059\u308b\u305f\u3081\u306e\u30bf\u30a4\u30e0\u30ea\u30fc\u306a\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u81ea\u52d5\u5316\u3068\u4fe1\u983c\u6027: DataDog \u3068\u4ed6\u306e\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u3084\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u7ba1\u7406\u3068\u4fe1\u983c\u6027\u3092\u81ea\u52d5\u5316\u3067\u304d\u307e\u3059\u3002 \u305f\u3068\u3048\u3070\u3001DataDog \u3092\u4f7f\u7528\u3057\u3066\u3001\u81ea\u52d5\u30c7\u30d7\u30ed\u30a4\u30d7\u30ed\u30bb\u30b9\u306e\u4e3b\u8981\u306a\u30e1\u30c8\u30ea\u30c3\u30af\u3092\u76e3\u8996\u3057\u3001\u4f8b\u5916\u304c\u767a\u751f\u3057\u305f\u5834\u5408\u306b\u81ea\u52d5\u4fee\u5fa9\u307e\u305f\u306f\u30ed\u30fc\u30eb\u30d0\u30c3\u30af\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u30c8\u30ea\u30ac\u30fc\u3057\u3066\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u5b89\u5b9a\u6027\u3068\u4fe1\u983c\u6027\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30c1\u30fc\u30e0\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u5171\u6709: DataDog \u306f\u3001\u30c1\u30fc\u30e0\u3068\u3057\u3066\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u3057\u3001\u76e3\u8996\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3059\u308b\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u8907\u6570\u306e\u30e6\u30fc\u30b6\u30fc \u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4f5c\u6210\u3057\u3001\u30c1\u30fc\u30e0 \u30e1\u30f3\u30d0\u30fc\u3054\u3068\u306b\u7570\u306a\u308b\u30a2\u30af\u30bb\u30b9\u8a31\u53ef\u3092\u5272\u308a\u5f53\u3066\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3068\u30ec\u30dd\u30fc\u30c8\u3092\u5171\u6709\u3057\u3066\u3001\u30c1\u30fc\u30e0 \u30e1\u30f3\u30d0\u30fc\u304c\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u610f\u601d\u6c7a\u5b9a\u306e\u305f\u3081\u306b\u76e3\u8996\u30c7\u30fc\u30bf\u3092\u4e00\u7dd2\u306b\u8868\u793a\u304a\u3088\u3073\u5206\u6790\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u8981\u7d04\u3059\u308b\u3068\u3001\u76e3\u8996\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u6700\u9069\u5316\u306b\u304a\u3051\u308bDataDog\u306e\u91cd\u8981\u6027\u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u76e3\u8996\u3001\u8fc5\u901f\u306a\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u6700\u9069\u5316\u3001\u81ea\u52d5\u30a2\u30e9\u30fc\u30c8\u3068\u901a\u77e5\u3001\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3068\u7d71\u5408\u3001\u30c7\u30fc\u30bf\u99c6\u52d5\u578b\u306e\u610f\u601d\u6c7a\u5b9a\u3001\u8996\u899a\u5316\u3068\u30ec\u30dd\u30fc\u30c8\u3001\u30ad\u30e3\u30d1\u30b7\u30c6\u30a3\u30d7\u30e9\u30f3\u30cb\u30f3\u30b0\u3068\u30ea\u30bd\u30fc\u30b9\u7ba1\u7406\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u76e3\u8996\u3068\u8106\u5f31\u6027\u691c\u51fa\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u81ea\u52d5\u5316\u3068\u4fe1\u983c\u6027\u3001\u30c1\u30fc\u30e0\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u5171\u6709\u306a\u3069\u306b\u53cd\u6620\u3055\u308c\u3066\u3044\u307e\u3059\u3002 DataDog \u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3092\u52b9\u679c\u7684\u306b\u76e3\u8996\u3001\u7ba1\u7406\u3001\u6700\u9069\u5316\u3057\u3001\u4fe1\u983c\u6027\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3001\u30e6\u30fc\u30b6\u30fc\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=2591\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"\u5229\u7528\u8005\"\/><\/figure>\n\n\n\n<p>DataDog\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306eChatGPT\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3068\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>DataDog \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3068\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306f\u3001DataDog \u306b\u3088\u308b\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306e\u6700\u521d\u306e\u30b9\u30c6\u30c3\u30d7\u3067\u3059\u3002 \u8a73\u7d30\u306a\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3068\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306e\u30d7\u30ed\u30bb\u30b9\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>DataDog \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b: \u30d6\u30e9\u30a6\u30b6\u3092\u958b\u304d\u3001DataDog \u306e\u516c\u5f0f\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8 (<a href=\"https:\/\/www.datadoghq.com\/%EF%BC%89%E3%80%82\">https:\/\/www.datadoghq.com\/) \u306b\u30a2\u30af\u30bb\u30b9\u3057\u307e\u3059\u3002<\/a><\/li>\n\n\n\n<li>DataDog \u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4f5c\u6210\u3059\u308b: DataDog \u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u307e\u3060\u304a\u6301\u3061\u3067\u306a\u3044\u5834\u5408\u306f\u3001Web \u30b5\u30a4\u30c8\u306e [\u7121\u6599\u3067\u59cb\u3081\u308b] \u307e\u305f\u306f [\u30b5\u30a4\u30f3\u30a2\u30c3\u30d7] \u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002 \u6307\u793a\u306b\u5f93\u3063\u3066\u3001\u5fc5\u8981\u306a\u60c5\u5831\u3092\u5165\u529b\u3057\u3066\u767b\u9332\u30d7\u30ed\u30bb\u30b9\u3092\u5b8c\u4e86\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>DataDog \u30b3\u30f3\u30bd\u30fc\u30eb\u306b\u30ed\u30b0\u30a4\u30f3\u3057\u307e\u3059\u3002 DataDog \u30a2\u30ab\u30a6\u30f3\u30c8\u306e\u8a8d\u8a3c\u60c5\u5831\u3092\u4f7f\u7528\u3057\u3066 DataDog \u30b3\u30f3\u30bd\u30fc\u30eb\u306b\u30ed\u30b0\u30a4\u30f3\u3057\u307e\u3059\u3002 \u30ed\u30b0\u30a4\u30f3\u5f8c\u3001DataDog \u306e\u7ba1\u7406\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u30a6\u30a3\u30b6\u30fc\u30c9\u306b\u79fb\u52d5\u3057\u307e\u3059\u3002 DataDog \u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u3001\u5de6\u5074\u306e\u30e1\u30cb\u30e5\u30fc\u30d0\u30fc\u306e [\u7d71\u5408] \u30bb\u30af\u30b7\u30e7\u30f3\u306b\u79fb\u52d5\u3057\u3001[\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8] \u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u9078\u629e\u3057\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u30a6\u30a3\u30b6\u30fc\u30c9\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30d7\u30ed\u30ad\u30b7\u30bf\u30a4\u30d7\u3092\u9078\u629e\u3057\u3066\u304f\u3060\u3055\u3044: DataDog \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u74b0\u5883\u3084\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u3066\u3055\u307e\u3056\u307e\u306a\u30d7\u30ed\u30ad\u30b7\u30bf\u30a4\u30d7\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002 \u516c\u5f0f\u306b\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u308b\u3055\u307e\u3056\u307e\u306a\u30aa\u30da\u30ec\u30fc\u30c6\u30a3\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0\u3001\u30b3\u30f3\u30c6\u30ca\u5316\u3055\u308c\u305f\u74b0\u5883\u3001\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306a\u3069\u3001\u30cb\u30fc\u30ba\u306b\u5fdc\u3058\u3066\u9069\u5207\u306a\u30d7\u30ed\u30ad\u30b7\u30bf\u30a4\u30d7\u3092\u9078\u629e\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/li>\n\n\n\n<li>\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8:\u9078\u629e\u3057\u305f\u30d7\u30ed\u30ad\u30b7\u306e\u30bf\u30a4\u30d7\u306b\u5fdc\u3058\u3066\u3001DataDog\u306f\u5bfe\u5fdc\u3059\u308b\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u30ea\u30f3\u30af\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u30ea\u30f3\u30af\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u307e\u305f\u306f\u30b5\u30fc\u30d0\u306b\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb: \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3055\u308c\u305f\u3089\u3001\u30aa\u30da\u30ec\u30fc\u30c6\u30a3\u30f3\u30b0 \u30b7\u30b9\u30c6\u30e0\u3068\u74b0\u5883\u306b\u57fa\u3065\u3044\u3066\u9069\u5207\u306a\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u624b\u9806\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002 \u305f\u3068\u3048\u3070\u3001Linux\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u5b9f\u884c\u3059\u308b\u304b\u3001\u30d1\u30c3\u30b1\u30fc\u30b8\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u3092\u4f7f\u7528\u3057\u3066\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u8a2d\u5b9a: \u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u5b8c\u4e86\u3057\u305f\u3089\u3001DataDog \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u901a\u4fe1\u3059\u308b\u3088\u3046\u306b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u8a2d\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 DataDog \u30b3\u30f3\u30bd\u30fc\u30eb\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u30a6\u30a3\u30b6\u30fc\u30c9\u306b\u306f\u3001\u9078\u629e\u3057\u305f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30bf\u30a4\u30d7\u306b\u5bfe\u5fdc\u3059\u308b\u69cb\u6210\u624b\u9806\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002 \u6307\u793a\u306b\u5f93\u3063\u3066\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u8a2d\u5b9a\u3057\u3001DataDog API \u30ad\u30fc\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u958b\u59cb: \u69cb\u6210\u304c\u5b8c\u4e86\u3057\u305f\u3089\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u958b\u59cb\u3067\u304d\u307e\u3059\u3002 \u30aa\u30da\u30ec\u30fc\u30c6\u30a3\u30f3\u30b0\u30fb\u30b7\u30b9\u30c6\u30e0\u306b\u5fdc\u3058\u3066\u3001\u30b3\u30de\u30f3\u30c9\u30fb\u30e9\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u8d77\u52d5\u3059\u308b\u304b\u3001\u30b7\u30b9\u30c6\u30e0\u30fb\u30b5\u30fc\u30d3\u30b9\u7ba1\u7406\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u81ea\u52d5\u7684\u306b\u958b\u59cb\u3059\u308b\u3088\u3046\u306b\u8a2d\u5b9a\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u63a5\u7d9a\u306e\u78ba\u8a8d: \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u8d77\u52d5\u3059\u308b\u3068\u3001DataDog \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u306e\u901a\u4fe1\u3092\u958b\u59cb\u3057\u3001\u76e3\u8996\u30c7\u30fc\u30bf\u3092\u9001\u4fe1\u3057\u307e\u3059\u3002 DataDog \u30b3\u30f3\u30bd\u30fc\u30eb\u306b\u623b\u308a\u3001[\u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3] \u30bb\u30af\u30b7\u30e7\u30f3\u306e [\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8] \u30aa\u30d7\u30b7\u30e7\u30f3\u306b\u79fb\u52d5\u3059\u308b\u3068\u3001\u30d7\u30ed\u30ad\u30b7\u63a5\u7d9a\u306e\u30b9\u30c6\u30fc\u30bf\u30b9\u3068\u6700\u65b0\u306e\u30c7\u30fc\u30bf\u66f4\u65b0\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u4e0a\u8a18\u306e\u624b\u9806\u3092\u5b8c\u4e86\u3059\u308b\u3068\u3001DataDog\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u6b63\u5e38\u306b\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u304a\u3088\u3073\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u307e\u3057\u305f\u3002 \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u76e3\u8996\u304a\u3088\u3073\u5206\u6790\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u76e3\u8996\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3066DataDog\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u9001\u4fe1\u3059\u308b\u8cac\u4efb\u304c\u3042\u308a\u307e\u3059\u3002 \u5f15\u304d\u7d9a\u304d\u8ffd\u52a0\u306e\u7d71\u5408\u3092\u69cb\u6210\u3057\u3001\u30b9\u30fc\u30d1\u30fc\u30d0\u30a4\u30b6\u30fc\u306b\u5408\u308f\u305b\u3066\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u8a2d\u5b9a\u3067\u304d\u307e\u3059<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=2591\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"\u5229\u7528\u8005\"\/><\/figure>\n\n\n\n<p>\u30c1\u30e3\u30c3\u30c8GPT\u3092\u7d9a\u3051\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>DataDog \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3068\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u5b8c\u4e86\u3057\u305f\u3089\u3001\u6b21\u306e\u69cb\u6210\u3068\u8a2d\u5b9a\u306b\u9032\u3080\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u7d71\u5408\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3: DataDog \u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u30e1\u30c3\u30bb\u30fc\u30b8\u30ad\u30e5\u30fc\u3001Web \u30b5\u30fc\u30d0\u30fc\u306a\u3069\u3001\u591a\u304f\u306e\u4e00\u822c\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002 DataDog \u30b3\u30f3\u30bd\u30fc\u30eb\u306e [\u7d71\u5408] \u30bb\u30af\u30b7\u30e7\u30f3\u306b\u79fb\u52d5\u3057\u3001\u7d71\u5408\u3059\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u9078\u629e\u3057\u3001\u6307\u793a\u306b\u5f93\u3063\u3066\u69cb\u6210\u3057\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001DataDog \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u76e3\u8996\u304a\u3088\u3073\u53ce\u96c6\u3057\u3001\u7279\u5b9a\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30c7\u30fc\u30bf\u3092\u30ed\u30b0\u306b\u8a18\u9332\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u8a2d\u5b9a\u3059\u308b: DataDog \u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u3001\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3059\u308b\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u5b9a\u7fa9\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u3089\u306e\u30e1\u30c8\u30ea\u30c3\u30af\u306f\u3001CPU \u4f7f\u7528\u7387\u3001\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u306a\u3069\u306e\u30b7\u30b9\u30c6\u30e0 \u30ec\u30d9\u30eb\u3001\u307e\u305f\u306f\u8981\u6c42\u5fdc\u7b54\u6642\u9593\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 \u30af\u30a8\u30ea\u306e\u6570\u306a\u3069\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3 \u30ec\u30d9\u30eb\u306b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 DataDog \u30b3\u30f3\u30bd\u30fc\u30eb\u306e Metrics \u30bb\u30af\u30b7\u30e7\u30f3\u306b\u79fb\u52d5\u3059\u308b\u3068\u3001\u30ab\u30b9\u30bf\u30e0\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u4f5c\u6210\u3059\u308b\u304b\u3001\u4e8b\u524d\u5b9a\u7fa9\u3055\u308c\u305f\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u4f7f\u7528\u3057\u3066\u4e00\u822c\u7684\u306a\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u4f5c\u6210: DataDog \u306f\u3001\u4e3b\u8981\u306a\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u8996\u899a\u5316\u304a\u3088\u3073\u76e3\u8996\u3059\u308b\u305f\u3081\u306e\u5f37\u529b\u306a\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4f5c\u6210\u3057\u3066\u3001\u95a2\u5fc3\u306e\u3042\u308b\u30e1\u30c8\u30ea\u30c3\u30af\u3092\u4e00\u5143\u7684\u306b\u8868\u793a\u3057\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u3068\u30b0\u30e9\u30d5\u306e\u7a2e\u985e\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3067\u304d\u307e\u3059\u3002 DataDog \u30b3\u30f3\u30bd\u30fc\u30eb\u306e [\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9] \u30bb\u30af\u30b7\u30e7\u30f3\u306b\u79fb\u52d5\u3057\u3001\u65b0\u3057\u3044\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4f5c\u6210\u3057\u3066\u3001\u76ee\u7684\u306e\u30e1\u30c8\u30ea\u30c3\u30af\u30c1\u30e3\u30fc\u30c8\u3092\u8ffd\u52a0\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a2\u30e9\u30fc\u30c8\u30eb\u30fc\u30eb\u306e\u8a2d\u5b9a: DataDog \u306e\u30a2\u30e9\u30fc\u30c8\u6a5f\u80fd\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e1\u30c8\u30ea\u30af\u30b9\u304c\u3057\u304d\u3044\u5024\u3092\u8d85\u3048\u305f\u308a\u7570\u5e38\u304c\u767a\u751f\u3057\u305f\u308a\u3057\u305f\u3068\u304d\u306b\u901a\u77e5\u3092\u53d7\u4fe1\u3059\u308b\u3088\u3046\u306b\u30a2\u30e9\u30fc\u30c8\u30eb\u30fc\u30eb\u3092\u8a2d\u5b9a\u3067\u304d\u307e\u3059\u3002 DataDog \u30b3\u30f3\u30bd\u30fc\u30eb\u306e [\u30e2\u30cb\u30bf\u30fc] \u30bb\u30af\u30b7\u30e7\u30f3\u306b\u79fb\u52d5\u3057\u3001\u65b0\u3057\u3044\u30a2\u30e9\u30fc\u30c8\u30eb\u30fc\u30eb\u3092\u4f5c\u6210\u3057\u3066\u3001\u30c8\u30ea\u30ac\u30fc\u6761\u4ef6\u3001\u901a\u77e5\u65b9\u6cd5\u3001\u53d7\u4fe1\u8005\u3092\u69cb\u6210\u3057\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u4e3b\u8981\u306a\u30e1\u30c8\u30ea\u30c3\u30af\u306e\u7570\u5e38\u304c\u30bf\u30a4\u30e0\u30ea\u30fc\u306b\u901a\u77e5\u3055\u308c\u3001\u305d\u308c\u306b\u5fdc\u3058\u3066\u884c\u52d5\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30ed\u30b0\u7ba1\u7406\u3068\u5206\u6790: DataDog \u306f\u30ed\u30b0\u7ba1\u7406\u3068\u5206\u6790\u6a5f\u80fd\u3082\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u30ed\u30b0\u30c7\u30fc\u30bf\u3092 DataDog \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u9001\u4fe1\u3057\u3001\u5f37\u529b\u306a\u691c\u7d22\u304a\u3088\u3073\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u6a5f\u80fd\u3092\u4f7f\u7528\u3057\u3066\u30ed\u30b0\u60c5\u5831\u3092\u691c\u7d22\u3057\u3066\u5206\u6790\u3067\u304d\u307e\u3059\u3002 DataDog \u30b3\u30f3\u30bd\u30fc\u30eb\u306e Logs \u30bb\u30af\u30b7\u30e7\u30f3\u306b\u79fb\u52d5\u3057\u3001\u6307\u793a\u306b\u5f93\u3063\u3066\u30ed\u30b0\u53ce\u96c6\u3092\u69cb\u6210\u3057\u3001\u30ed\u30b0\u30d5\u30a3\u30eb\u30bf\u30fc\u3068\u691c\u7d22\u30af\u30a8\u30ea\u3092\u5b9a\u7fa9\u3057\u3001\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u5206\u6790\u306b\u30ed\u30b0\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3068\u62e1\u5f35\u6a5f\u80fd: DataDog \u306f\u3001\u7d71\u5408\u3068\u62e1\u5f35\u6a5f\u80fd\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3067\u304d\u308b API \u3068\u30d7\u30e9\u30b0\u30a4\u30f3\u306e\u8c4a\u5bcc\u306a\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 DataDog \u306e API \u3092\u4f7f\u7528\u3057\u3066\u3001\u4ed6\u306e\u30c4\u30fc\u30eb\u3084\u30b5\u30fc\u30d3\u30b9\u3068\u7d71\u5408\u3057\u305f\u308a\u3001\u7279\u5b9a\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u3066\u30ab\u30b9\u30bf\u30e0\u30d7\u30e9\u30b0\u30a4\u30f3\u3084\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u958b\u767a\u3057\u305f\u308a\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001DataDog \u3092\u65e2\u5b58\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3084\u30c4\u30fc\u30eb\u30bb\u30c3\u30c8\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3057\u3001\u7279\u5b9a\u306e\u76e3\u8996\u304a\u3088\u3073\u7ba1\u7406\u306e\u30cb\u30fc\u30ba\u3092\u6e80\u305f\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u4e0a\u8a18\u306f\u3001DataDog\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u5f8c\u306e\u3055\u3089\u306a\u308b\u30b9\u30c6\u30c3\u30d7\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=2591\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"\u5229\u7528\u8005\"\/><\/figure>\n\n\n\n<p>\u30c1\u30e3\u30c3\u30c8GPT\u3092\u7d9a\u3051\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>\u69cb\u6210\u3068\u8a2d\u5b9a\u3002 \u305d\u306e\u4ed6\u306e\u69cb\u6210\u304a\u3088\u3073\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u30aa\u30d7\u30b7\u30e7\u30f3\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"7\">\n<li>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0 (APM): \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u8a73\u7d30\u306a\u5206\u6790\u3068\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u304c\u5fc5\u8981\u306a\u5834\u5408\u306f\u3001DataDog \u306e APM \u6a5f\u80fd\u3092\u8a2d\u5b9a\u3067\u304d\u307e\u3059\u3002 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u8a00\u8a9e\u3068\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306b\u5fdc\u3058\u3066\u3001\u9069\u5207\u306aAPM\u7d71\u5408\u3092\u9078\u629e\u3057\u3001\u6307\u793a\u306b\u5f93\u3063\u3066\u69cb\u6210\u3057\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001DataDog \u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u3068\u30ea\u30af\u30a8\u30b9\u30c8\u306e\u5b9f\u884c\u3092\u30ad\u30e3\u30d7\u30c1\u30e3\u3057\u3001\u8a73\u7d30\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30e1\u30c8\u30ea\u30af\u30b9\u3068\u5206\u6790\u3092\u63d0\u4f9b\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u81ea\u52d5\u5316: DataDog \u306f\u3001Ansible\u3001Terraform \u306a\u3069\u306e\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u3084\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u3053\u308c\u3089\u306e\u7d71\u5408\u3092\u69cb\u6210\u3059\u308b\u3053\u3068\u3067\u3001DataDog \u306e\u76e3\u8996\u304a\u3088\u3073\u7ba1\u7406\u6a5f\u80fd\u3092\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u81ea\u52d5\u5316\u30d7\u30ed\u30bb\u30b9\u306b\u7d71\u5408\u3057\u3001\u3088\u308a\u52b9\u7387\u7684\u306a\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u81ea\u52d5\u5316\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u76e3\u8996\u3068\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9: DataDog \u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u78ba\u4fdd\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u76e3\u8996\u3068\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u95a2\u9023\u306e\u7d71\u5408\u3068\u30eb\u30fc\u30eb\u3092\u69cb\u6210\u3057\u3001\u6f5c\u5728\u7684\u306a\u8106\u5f31\u6027\u3068\u7570\u5e38\u306a\u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3\u3092\u76e3\u8996\u3057\u3001\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u8981\u4ef6\u3092\u6e80\u305f\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u9ad8\u5ea6\u306a\u8a2d\u5b9a\u3068\u6700\u9069\u5316: DataDog \u306b\u306f\u3001\u7279\u5b9a\u306e\u30cb\u30fc\u30ba\u3092\u6e80\u305f\u3059\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u9ad8\u5ea6\u306a\u8a2d\u5b9a\u3068\u6700\u9069\u5316\u30aa\u30d7\u30b7\u30e7\u30f3\u3082\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002 \u3053\u308c\u306b\u306f\u3001\u30c7\u30fc\u30bf\u4fdd\u6301\u30dd\u30ea\u30b7\u30fc\u3001\u30c7\u30fc\u30bf \u30b5\u30f3\u30d7\u30ea\u30f3\u30b0 \u30ec\u30fc\u30c8\u3001\u30a2\u30e9\u30fc\u30c8\u901a\u77e5\u306e\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u8a2d\u5b9a\u306a\u3069\u304c\u542b\u307e\u308c\u307e\u3059\u3002 \u30cb\u30fc\u30ba\u3068\u74b0\u5883\u306b\u5fdc\u3058\u3066\u3001\u3053\u308c\u3089\u306e\u8a2d\u5b9a\u3092\u8abf\u6574\u3057\u3066\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u5411\u4e0a\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u9818\u57df\u306e\u7bc0\u7d04\u3001\u307e\u305f\u306f\u7279\u5b9a\u306e\u76e3\u8996\u30cb\u30fc\u30ba\u3078\u306e\u5bfe\u5fdc\u3092\u884c\u3044\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>DataDog \u3092\u69cb\u6210\u304a\u3088\u3073\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3059\u308b\u3068\u304d\u306f\u3001\u9069\u5207\u306a\u64cd\u4f5c\u3068\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u3092\u78ba\u4fdd\u3059\u308b\u305f\u3081\u306b\u3001\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3068\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3092\u53c2\u7167\u3059\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002 DataDog \u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u306b\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u6a5f\u80fd\u3084\u69cb\u6210\u30aa\u30d7\u30b7\u30e7\u30f3\u306b\u95a2\u3059\u308b\u6d1e\u5bdf\u3092\u5f97\u308b\u306e\u306b\u5f79\u7acb\u3064\u8c4a\u5bcc\u306a\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3068\u30ac\u30a4\u30c0\u30f3\u30b9\u30ea\u30bd\u30fc\u30b9\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u9069\u5207\u306a\u69cb\u6210\u3068\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3092\u884c\u3046\u3053\u3068\u3067\u3001DataDog \u306e\u76e3\u8996\u304a\u3088\u3073\u5206\u6790\u6a5f\u80fd\u3092\u6700\u5927\u9650\u306b\u6d3b\u7528\u3057\u3066\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u76e3\u8996\u3057\u3001\u554f\u984c\u3092\u8fc5\u901f\u306b\u7279\u5b9a\u3057\u3066\u89e3\u6c7a\u3057\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4fe1\u983c\u6027\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6700\u9069\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=2591\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"\u5229\u7528\u8005\"\/><\/figure>\n\n\n\n<p>DataDog\u30a2\u30ab\u30a6\u30f3\u30c8\u306e\u8a2d\u5b9a\u3068API\u30ad\u30fcChatGPT\u306e\u53d6\u5f97\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>DataDog \u30a2\u30ab\u30a6\u30f3\u30c8\u306e\u8a2d\u5b9a\u3068 API \u30ad\u30fc\u306e\u53d6\u5f97\u306f\u3001DataDog \u3092\u4f7f\u7528\u3059\u308b\u4e0a\u3067\u91cd\u8981\u306a\u30b9\u30c6\u30c3\u30d7\u3067\u3059\u3002 \u8a73\u7d30\u306a\u624b\u9806\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>DataDog \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b: \u30d6\u30e9\u30a6\u30b6\u3092\u958b\u304d\u3001DataDog \u306e\u516c\u5f0f\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8 (<a href=\"https:\/\/www.datadoghq.com\/%EF%BC%89%E3%80%82\">https:\/\/www.datadoghq.com\/) \u306b\u30a2\u30af\u30bb\u30b9\u3057\u307e\u3059\u3002<\/a><\/li>\n\n\n\n<li>DataDog \u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4f5c\u6210\u3059\u308b: DataDog \u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u307e\u3060\u304a\u6301\u3061\u3067\u306a\u3044\u5834\u5408\u306f\u3001Web \u30b5\u30a4\u30c8\u306e [\u7121\u6599\u3067\u59cb\u3081\u308b] \u307e\u305f\u306f [\u30b5\u30a4\u30f3\u30a2\u30c3\u30d7] \u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002 \u6307\u793a\u306b\u5f93\u3063\u3066\u3001\u5fc5\u8981\u306a\u60c5\u5831\u3092\u5165\u529b\u3057\u3066\u767b\u9332\u30d7\u30ed\u30bb\u30b9\u3092\u5b8c\u4e86\u3057\u307e\u3059\u3002 \u7121\u6599\u30c8\u30e9\u30a4\u30a2\u30eb\u307e\u305f\u306f\u6709\u6599\u30d7\u30e9\u30f3\u306e\u3044\u305a\u308c\u304b\u3092\u9078\u629e\u3057\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u9069\u5207\u306a\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u9078\u629e\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>DataDog \u30b3\u30f3\u30bd\u30fc\u30eb\u306b\u30ed\u30b0\u30a4\u30f3\u3057\u307e\u3059\u3002 DataDog \u30a2\u30ab\u30a6\u30f3\u30c8\u306e\u8a8d\u8a3c\u60c5\u5831\u3092\u4f7f\u7528\u3057\u3066 DataDog \u30b3\u30f3\u30bd\u30fc\u30eb\u306b\u30ed\u30b0\u30a4\u30f3\u3057\u307e\u3059\u3002 \u30ed\u30b0\u30a4\u30f3\u5f8c\u3001DataDog \u306e\u7ba1\u7406\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li>API \u30ad\u30fc\u30da\u30fc\u30b8\u306b\u79fb\u52d5\u3057\u307e\u3059\u3002 DataDog \u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u3001\u53f3\u4e0a\u9685\u306b\u3042\u308b\u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\u30c9\u30ed\u30c3\u30d7\u30c0\u30a6\u30f3\u30e1\u30cb\u30e5\u30fc\u306b\u79fb\u52d5\u3057\u3001API (\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9) \u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u9078\u629e\u3057\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001API \u30ad\u30fc \u30da\u30fc\u30b8\u306b\u79fb\u52d5\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>API\u30ad\u30fc\u306e\u751f\u6210:[API\u30ad\u30fc]\u30da\u30fc\u30b8\u306b\u3001\u65e2\u5b58\u306eAPI\u30ad\u30fc(\u3059\u3067\u306b\u304a\u6301\u3061\u306e\u5834\u5408)\u304c\u8868\u793a\u3055\u308c\u308b\u304b\u3001[API\u30ad\u30fc\u306e\u751f\u6210]\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u65b0\u3057\u3044API\u30ad\u30fc\u3092\u751f\u6210\u3067\u304d\u307e\u3059\u3002 API \u30ad\u30fc\u306f\u3001DataDog API \u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u305f\u3081\u306e\u8a8d\u8a3c\u8cc7\u683c\u60c5\u5831\u3067\u3042\u308a\u3001\u79d8\u5bc6\u306b\u3055\u308c\u3001\u5b89\u5168\u306b\u4fdd\u7ba1\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li>API \u30ad\u30fc\u3092\u30b3\u30d4\u30fc\u3059\u308b: API \u30ad\u30fc\u3092\u751f\u6210\u3057\u305f\u3089\u3001\u5c06\u6765\u4f7f\u7528\u3059\u308b\u305f\u3081\u306b\u5b89\u5168\u306a\u5834\u6240\u306b\u30b3\u30d4\u30fc\u3057\u307e\u3059\u3002 API \u30ad\u30fc\u306f DataDog API \u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u305f\u3081\u306e\u552f\u4e00\u306e\u8cc7\u683c\u60c5\u5831\u3067\u3042\u308a\u3001DataDog \u306e\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u3084\u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u4f7f\u7528\u3059\u308b\u969b\u306b\u306f\u3001API \u30ad\u30fc\u3092\u63d0\u4f9b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/li>\n\n\n\n<li>API \u30ad\u30fc\u3092\u69cb\u6210\u3059\u308b: \u4f7f\u7528\u30b7\u30ca\u30ea\u30aa\u3068\u30cb\u30fc\u30ba\u306b\u5fdc\u3058\u3066\u3001DataDog \u3092\u4f7f\u7528\u3059\u308b\u30c4\u30fc\u30eb\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3001\u307e\u305f\u306f\u305d\u306e\u4ed6\u306e\u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\u306b API \u30ad\u30fc\u3092\u69cb\u6210\u3057\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001DataDog\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u8a8d\u8a3c\u3057\u3001\u64cd\u4f5c\u3057\u3066\u3001\u76e3\u8996\u3001\u30c7\u30fc\u30bf\u53ce\u96c6\u3001\u5206\u6790\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>API\u30ad\u30fc\u306f\u6a5f\u5bc6\u6271\u3044\u306b\u3057\u3001\u516c\u958b\u3057\u305f\u308a\u3001\u6a29\u9650\u306e\u306a\u3044\u4eba\u3068\u5171\u6709\u3057\u305f\u308a\u3057\u306a\u3044\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002 API \u30ad\u30fc\u306f\u3001DataDog API \u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u5fc5\u8981\u3068\u3059\u308b\u74b0\u5883\u3067\u306e\u307f\u4f7f\u7528\u3055\u308c\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u306b\u5f93\u3063\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>DataDog \u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u8a2d\u5b9a\u3057\u3001API \u30ad\u30fc\u3092\u53d6\u5f97\u3059\u308b\u3053\u3068\u3067\u3001\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u304a\u3088\u3073\u7ba1\u7406\u3059\u308b\u305f\u3081\u306b\u3001DataDog \u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u69cb\u6210\u3001\u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\u8a2d\u5b9a\u3092\u5b9f\u884c\u3057\u3001DataDog API \u3068\u5bfe\u8a71\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=2591\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"\u5229\u7528\u8005\"\/><\/figure>\n\n\n\n<p>DataDog\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u8a2d\u5b9a\u3068ChatGPT\u3068\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u7d71\u5408\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>DataDog \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u7d71\u5408\u306e\u69cb\u6210\u306f\u3001DataDog \u304c\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u76e3\u8996\u304a\u3088\u3073\u53ce\u96c6\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u30b9\u30c6\u30c3\u30d7\u3067\u3059\u3002 \u8a73\u7d30\u306a\u624b\u9806\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>DataDog \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3068\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb: \u4ee5\u524d\u306b\u63d0\u4f9b\u3055\u308c\u305f DataDog \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u304a\u3088\u3073\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u624b\u9806\u306b\u5f93\u3063\u3066\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u5b58\u5728\u3059\u308b\u30b5\u30fc\u30d0\u30fc\u307e\u305f\u306f\u30db\u30b9\u30c8\u306b DataDog \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>DataDog \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u69cb\u6210\u3059\u308b: \u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u5b8c\u4e86\u3057\u305f\u3089\u3001DataDog \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u901a\u4fe1\u3059\u308b\u3088\u3046\u306b DataDog \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u69cb\u6210\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 \u30aa\u30da\u30ec\u30fc\u30c6\u30a3\u30f3\u30b0 \u30b7\u30b9\u30c6\u30e0\u3068\u74b0\u5883\u306b\u5fdc\u3058\u3066\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u69cb\u6210\u30d5\u30a1\u30a4\u30eb\u307e\u305f\u306f\u95a2\u9023\u3059\u308b\u8a2d\u5b9a\u3092\u898b\u3064\u3051\u307e\u3059\u3002 \u901a\u5e38\u3001\u69cb\u6210\u30d5\u30a1\u30a4\u30eb\u306f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>API \u30ad\u30fc\u306e\u69cb\u6210: DataDog \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u69cb\u6210\u3067\u3001API \u30ad\u30fc\u8a2d\u5b9a\u9805\u76ee\u3092\u898b\u3064\u3051\u307e\u3059\u3002 \u3053\u306e\u8a2d\u5b9a\u3067\u4ee5\u524d\u306b\u53d6\u5f97\u3057\u305f DataDog API \u30ad\u30fc\u3092\u5165\u529b\u3057\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u6b63\u3057\u3044\u8cc7\u683c\u60c5\u5831\u3092\u4f7f\u7528\u3057\u3066 DataDog \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u8a8d\u8a3c\u304a\u3088\u3073\u5bfe\u8a71\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u7d71\u5408\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7: \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u7a2e\u985e\u3068\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306b\u57fa\u3065\u3044\u3066\u9069\u5207\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u7d71\u5408\u3092\u9078\u629e\u3057\u307e\u3059\u3002 DataDog \u306f\u3001Java\u3001Python\u3001Ruby\u3001Node\u3001.js \u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u7d71\u5408\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002 DataDog \u30b3\u30f3\u30bd\u30fc\u30eb\u306e\u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u3001\u76ee\u7684\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u898b\u3064\u3051\u3001\u6307\u793a\u306b\u5f93\u3063\u3066\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a2\u30d7\u30ea\u7d71\u5408\u306e\u69cb\u6210: \u30a2\u30d7\u30ea\u7d71\u5408\u3092\u69cb\u6210\u3059\u308b\u3068\u304d\u306b\u3001\u30a2\u30d7\u30ea\u306b\u56fa\u6709\u306e\u8a73\u7d30\u3068\u8a2d\u5b9a\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002 \u3053\u308c\u306b\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u540d\u3001\u30dd\u30fc\u30c8\u756a\u53f7\u3001URL \u30d1\u30b9\u3001\u30ed\u30b0 \u30d5\u30a1\u30a4\u30eb\u306e\u5834\u6240\u306a\u3069\u304c\u542b\u307e\u308c\u307e\u3059\u3002 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u7d71\u5408\u306e\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u3001\u9069\u5207\u306a\u69cb\u6210\u60c5\u5831\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u518d\u8d77\u52d5\u3059\u308b: \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u7d71\u5408\u306e\u69cb\u6210\u304c\u5b8c\u4e86\u3057\u305f\u3089\u3001\u69cb\u6210\u3092\u6709\u52b9\u306b\u3059\u308b\u305f\u3081\u306b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u518d\u8d77\u52d5\u304c\u5fc5\u8981\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002 \u3053\u306e\u3088\u3046\u306b\u3057\u3066\u3001DataDog \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30e1\u30c8\u30ea\u30af\u30b9\u306e\u76e3\u8996\u3068\u53ce\u96c6\u3092\u958b\u59cb\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u691c\u8a3c: DataDog \u30b3\u30f3\u30bd\u30fc\u30eb\u306b\u623b\u308a\u3001\u9069\u5207\u306a\u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\u8a2d\u5b9a\u30da\u30fc\u30b8\u306b\u79fb\u52d5\u3057\u3066\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30c7\u30fc\u30bf\u304c\u8868\u793a\u3055\u308c\u308b\u304b\u3069\u3046\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002 \u76e3\u8996\u30e1\u30c8\u30ea\u30c3\u30af\u3068\u30ed\u30b0 \u30c7\u30fc\u30bf\u306e\u66f4\u65b0\u3092\u78ba\u8a8d\u3067\u304d\u308b\u306f\u305a\u3067\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u7279\u5b9a\u306e\u69cb\u6210\u624b\u9806\u3068\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7 \u30aa\u30d7\u30b7\u30e7\u30f3\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u7a2e\u985e\u3068\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306b\u3088\u3063\u3066\u7570\u306a\u308b\u5834\u5408\u304c\u3042\u308b\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002 \u8a2d\u5b9a\u306e\u969b\u306b\u306f\u3001DataDog \u306e\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3068\u30ac\u30a4\u30c9\u3092\u53c2\u7167\u3057\u3066\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u56fa\u6709\u306e\u7d71\u5408\u306b\u95a2\u3059\u308b\u8a73\u7d30\u306a\u624b\u9806\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>DataDog \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u7d71\u5408\u3092\u6b63\u3057\u304f\u69cb\u6210\u3059\u308b\u3068\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u76e3\u8996\u3057\u3001DataDog \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u30c7\u30fc\u30bf\u3092\u9001\u4fe1\u3057\u3066\u3001\u4e00\u5143\u5316\u3055\u308c\u305f\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u8996\u899a\u5316\u3001\u5206\u6790\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u306f\u3001\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3092\u7279\u5b9a\u3057\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6700\u9069\u5316\u3057\u3001\u512a\u308c\u305f\u30e6\u30fc\u30b6\u30fc\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=2591\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"\u5229\u7528\u8005\"\/><\/figure>\n\n\n\n<p>\u4e3b\u8981\u306a\u30e1\u30c8\u30ea\u30c3\u30afChatGPT\u3092\u76e3\u8996\u3059\u308b\u305f\u3081\u306e\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u4f5c\u6210\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u4f5c\u6210\u306f\u3001\u4e3b\u8981\u306a\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u4e00\u5143\u7684\u306b\u8868\u793a\u304a\u3088\u3073\u76e3\u8996\u3067\u304d\u308b DataDog \u3092\u4f7f\u7528\u3059\u308b\u969b\u306e\u91cd\u8981\u306a\u6a5f\u80fd\u306e 1 \u3064\u3067\u3059\u3002 \u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4f5c\u6210\u3059\u308b\u8a73\u7d30\u306a\u624b\u9806\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>DataDog \u30b3\u30f3\u30bd\u30fc\u30eb\u306b\u30ed\u30b0\u30a4\u30f3\u3057\u307e\u3059\u3002 DataDog \u30a2\u30ab\u30a6\u30f3\u30c8\u306e\u8a8d\u8a3c\u60c5\u5831\u3092\u4f7f\u7528\u3057\u3066\u3001DataDog \u30b3\u30f3\u30bd\u30fc\u30eb (https:\/\/app.datadoghq.com) \u306b\u30ed\u30b0\u30a4\u30f3\u3057\u307e\u3059<a href=\"https:\/\/app.datadoghq.com%29.\/\">\u3002<\/a><\/li>\n\n\n\n<li>\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u30da\u30fc\u30b8\u306b\u79fb\u52d5\u3057\u307e\u3059\u3002 DataDog \u30b3\u30f3\u30bd\u30fc\u30eb\u306e\u5de6\u5074\u306e\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u30da\u30a4\u30f3\u3067\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u898b\u3064\u3051\u3066\u30af\u30ea\u30c3\u30af\u3057\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u7ba1\u7406\u30da\u30fc\u30b8\u306b\u5165\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u65b0\u3057\u3044\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4f5c\u6210\u3059\u308b: [\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u7ba1\u7406] \u30da\u30fc\u30b8\u3067\u3001[\u65b0\u3057\u3044\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9] \u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u65b0\u3057\u3044\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u540d\u524d\u3068\u30ec\u30a4\u30a2\u30a6\u30c8: [\u65b0\u3057\u3044\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9] \u30da\u30fc\u30b8\u3067\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306b\u540d\u524d\u3092\u4ed8\u3051\u3001\u9069\u5207\u306a\u30ec\u30a4\u30a2\u30a6\u30c8 \u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u9078\u629e\u3057\u307e\u3059\u3002 DataDog \u306b\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u8868\u793a\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u3066\u3001\u30b0\u30ea\u30c3\u30c9\u3001\u5217\u3001\u884c\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30ec\u30a4\u30a2\u30a6\u30c8\u30b9\u30bf\u30a4\u30eb\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u306e\u8ffd\u52a0:\u65b0\u3057\u3044\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u30da\u30fc\u30b8\u306e\u30ec\u30a4\u30a2\u30a6\u30c8\u9818\u57df\u3067\u3001[\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u306e\u8ffd\u52a0]\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u3001\u76e3\u8996\u3059\u308b\u30e1\u30c8\u30ea\u30c3\u30af\u3068\u30b0\u30e9\u30d5\u306e\u8ffd\u52a0\u3092\u958b\u59cb\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u30bf\u30a4\u30d7\u306e\u9078\u629e: \u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u3092\u8ffd\u52a0\u3059\u308b\u30c0\u30a4\u30a2\u30ed\u30b0\u30dc\u30c3\u30af\u30b9\u3067\u3001\u8868\u793a\u3059\u308b\u30e1\u30c8\u30ea\u30c3\u30af\u306e\u30bf\u30a4\u30d7\u3092\u9078\u629e\u3057\u307e\u3059\u3002 DataDog \u306b\u306f\u3001\u6298\u308c\u7dda\u30b0\u30e9\u30d5\u3001\u5186\u30b0\u30e9\u30d5\u3001\u30c6\u30fc\u30d6\u30eb\u3001\u30a4\u30d9\u30f3\u30c8\u30b9\u30c8\u30ea\u30fc\u30e0\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u7a2e\u985e\u306e\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3059\u308b\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u30bf\u30a4\u30d7\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u306e\u69cb\u6210: \u9078\u629e\u3057\u305f\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u306e\u7a2e\u985e\u306b\u5fdc\u3058\u3066\u3001\u7279\u5b9a\u306e\u76e3\u8996\u30e1\u30c8\u30ea\u30c3\u30af\u3092\u8868\u793a\u3059\u308b\u3088\u3046\u306b\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u3092\u69cb\u6210\u3057\u307e\u3059\u3002 \u5fc5\u8981\u306b\u5fdc\u3058\u3066\u3001\u30e1\u30c8\u30ea\u30c3\u30af\u3001\u6642\u9593\u7bc4\u56f2\u3001\u30d5\u30a3\u30eb\u30bf\u30fc\u3001\u304a\u3088\u3073\u305d\u306e\u4ed6\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u76e3\u8996\u3059\u308b\u3053\u3068\u3092\u9078\u629e\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u306e\u8ffd\u52a0\u3068\u8abf\u6574: \u4ed6\u306e\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u306e\u8ffd\u52a0\u3092\u7d9a\u3051\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u8abf\u6574\u3068\u518d\u914d\u7f6e\u3092\u884c\u3044\u307e\u3059\u3002 \u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u306e\u30bf\u30a4\u30c8\u30eb\u30d0\u30fc\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u3001\u30b5\u30a4\u30ba\u5909\u66f4\u3001\u4f4d\u7f6e\u306e\u79fb\u52d5\u3001\u305d\u306e\u4ed6\u306e\u30b9\u30bf\u30a4\u30eb\u30d7\u30ed\u30d1\u30c6\u30a3\u306e\u5909\u66f4\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u4fdd\u5b58: \u3059\u3079\u3066\u306e\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u3092\u69cb\u6210\u3057\u305f\u3089\u3001\u30da\u30fc\u30b8\u306e\u53f3\u4e0a\u9685\u306b\u3042\u308b [\u4fdd\u5b58] \u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4fdd\u5b58\u3057\u307e\u3059\u3002 \u5f8c\u3067\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u8aac\u660e\u3068\u30e9\u30d9\u30eb\u3092\u6307\u5b9a\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u8868\u793a: \u4fdd\u5b58\u5f8c\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u7ba1\u7406\u30da\u30fc\u30b8\u306b\u623b\u308a\u3001\u4f5c\u6210\u3057\u305f\u65b0\u3057\u3044\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u8868\u793a\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002 \u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u3001\u4e3b\u8981\u306a\u30e1\u30c8\u30ea\u30c3\u30af\u3092\u5168\u753b\u9762\u30e2\u30fc\u30c9\u3067\u8868\u793a\u304a\u3088\u3073\u76e3\u8996\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3068\u5171\u6709: \u5fc5\u8981\u306b\u5fdc\u3058\u3066\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u30b9\u30bf\u30a4\u30eb\u3068\u8a2d\u5b9a\u3092\u3055\u3089\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3067\u304d\u307e\u3059\u3002 \u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4ed6\u306e DataDog \u30e6\u30fc\u30b6\u30fc\u3068\u5171\u6709\u3057\u305f\u308a\u3001\u5171\u6709\u30ea\u30f3\u30af\u3092\u4ecb\u3057\u3066\u4ed6\u306e\u30e6\u30fc\u30b6\u30fc\u304c\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u3067\u3001\u53ef\u8996\u6027\u306e\u4e3b\u8981\u306a\u30e1\u30c8\u30ea\u30c3\u30af\u3092\u4e00\u5143\u7684\u306b\u8868\u793a\u304a\u3088\u3073\u76e3\u8996\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=2591\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"\u5229\u7528\u8005\"\/><\/figure>\n\n\n\n<p>\u30c1\u30e3\u30c3\u30c8GPT\u3092\u7d9a\u3051\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3002 \u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3059\u308b\u305f\u3081\u306e\u305d\u306e\u4ed6\u306e\u30a2\u30af\u30b7\u30e7\u30f3\u3068\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u6b21\u306b\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"12\">\n<li>\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u7de8\u96c6: \u3044\u3064\u3067\u3082\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u7ba1\u7406\u30da\u30fc\u30b8\u306b\u623b\u308a\u3001\u4f5c\u6210\u3057\u305f\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u7de8\u96c6\u304a\u3088\u3073\u66f4\u65b0\u3067\u304d\u307e\u3059\u3002 \u300c\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u7ba1\u7406\u300d\u30da\u30fc\u30b8\u3067\u3001\u7de8\u96c6\u3059\u308b\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u898b\u3064\u3051\u3001\u300c\u30a2\u30af\u30b7\u30e7\u30f3\u300d\u30e1\u30cb\u30e5\u30fc\u306e\u300c\u7de8\u96c6\u300d\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u5909\u66f4\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30c6\u30ad\u30b9\u30c8\u3068\u30b3\u30e1\u30f3\u30c8\u3092\u8ffd\u52a0\u3059\u308b: \u30e1\u30c8\u30ea\u30c3\u30af \u30c1\u30e3\u30fc\u30c8\u306b\u52a0\u3048\u3066\u3001\u30c6\u30ad\u30b9\u30c8 \u30d6\u30ed\u30c3\u30af\u3068\u30e1\u30e2\u3092\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306b\u8ffd\u52a0\u3057\u3066\u3001\u8ffd\u52a0\u306e\u6307\u793a\u3001\u8aac\u660e\u3001\u307e\u305f\u306f\u91cd\u8981\u306a\u60c5\u5831\u3092\u63d0\u4f9b\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u3089\u306f\u3001\u30b0\u30e9\u30d5\u5185\u306e\u30c7\u30fc\u30bf\u3092\u89e3\u91c8\u3057\u305f\u308a\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u63d0\u4f9b\u3057\u305f\u308a\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30d5\u30a3\u30eb\u30bf\u30fc\u3068\u30e9\u30d9\u30eb\u3092\u9069\u7528\u3059\u308b: \u76e3\u8996\u30c7\u30fc\u30bf\u306b\u30e9\u30d9\u30eb\u307e\u305f\u306f\u30d5\u30a3\u30eb\u30bf\u30fc\u304c\u3042\u308b\u5834\u5408\u306f\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3067\u305d\u308c\u3089\u306e\u30e9\u30d9\u30eb\u3068\u30d5\u30a3\u30eb\u30bf\u30fc\u3092\u9069\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u306e\u7279\u5b9a\u306e\u30b5\u30d6\u30bb\u30c3\u30c8\u3092\u8868\u793a\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30c7\u30fc\u30bf\u3092\u3088\u308a\u9069\u5207\u306b\u6574\u7406\u304a\u3088\u3073\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u5909\u6570\u306e\u64cd\u4f5c: DataDog \u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306f\u5909\u6570\u306e\u4f7f\u7528\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u30011 \u3064\u306e\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u5185\u3067\u7570\u306a\u308b\u5024\u3092\u52d5\u7684\u306b\u5207\u308a\u66ff\u3048\u3066\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u306f\u3001\u8907\u6570\u306e\u74b0\u5883\u3001\u30ea\u30fc\u30b8\u30e7\u30f3\u3001\u307e\u305f\u306f\u305d\u306e\u4ed6\u306e\u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30f3\u9593\u3067\u30e1\u30c8\u30ea\u30c3\u30af\u3092\u6bd4\u8f03\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u306b\u4fbf\u5229\u3067\u3059\u3002<\/li>\n\n\n\n<li>\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u4f5c\u6210\u3059\u308b: \u8907\u6570\u306e\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3067\u7279\u5b9a\u306e\u30ec\u30a4\u30a2\u30a6\u30c8\u3068\u8a2d\u5b9a\u3092\u5171\u6709\u304a\u3088\u3073\u518d\u5229\u7528\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u306f\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u4f7f\u7528\u3057\u3066\u65b0\u3057\u3044\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4f5c\u6210\u3057\u3001\u4e00\u8cab\u3057\u305f\u30b9\u30bf\u30a4\u30eb\u3068\u69cb\u6210\u3092\u3059\u3070\u3084\u304f\u9069\u7528\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u8a31\u53ef\u3055\u308c\u305f\u5171\u6709: \u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4ed6\u306e DataDog \u30e6\u30fc\u30b6\u30fc\u3068\u5171\u6709\u3059\u308b\u5834\u5408\u306f\u3001\u627f\u8a8d\u3068\u30a2\u30af\u30bb\u30b9\u8a31\u53ef\u3092\u4f7f\u7528\u3057\u3066\u5171\u6709\u3092\u7ba1\u7406\u3067\u304d\u307e\u3059\u3002 \u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u81ea\u5206\u5c02\u7528\u306b\u3059\u308b\u304b\u3001\u4ed6\u306e\u30e6\u30fc\u30b6\u30fc\u3068\u5171\u6709\u3057\u3066\u8868\u793a\u304a\u3088\u3073\u7de8\u96c6\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u304b\u3092\u9078\u629e\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3068\u30a4\u30f3\u30dd\u30fc\u30c8: DataDog \u3067\u306f\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u69cb\u6210\u3092\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u304a\u3088\u3073\u30a4\u30f3\u30dd\u30fc\u30c8\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u306f\u3001\u7570\u306a\u308b\u74b0\u5883\u9593\u3067\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u30ec\u30d7\u30ea\u30b1\u30fc\u30c8\u3001\u307e\u305f\u306f\u79fb\u884c\u3059\u308b\u5834\u5408\u306b\u4fbf\u5229\u3067\u3059\u3002 \u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u69cb\u6210\u3092 JSON \u30d5\u30a1\u30a4\u30eb\u3068\u3057\u3066\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3057\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u4ed6\u306e DataDog \u30a2\u30ab\u30a6\u30f3\u30c8\u307e\u305f\u306f\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306b\u30a4\u30f3\u30dd\u30fc\u30c8\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u67d4\u8edf\u306a\u30a2\u30af\u30b7\u30e7\u30f3\u3068\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u30aa\u30d7\u30b7\u30e7\u30f3\u306b\u3088\u308a\u3001\u7279\u5b9a\u306e\u30cb\u30fc\u30ba\u306b\u57fa\u3065\u3044\u3066\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4f5c\u6210\u3057\u3001\u4e3b\u8981\u306a\u30e1\u30c8\u30ea\u30c3\u30af\u3092\u8996\u899a\u7684\u306b\u76e3\u8996\u3067\u304d\u307e\u3059\u3002 \u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u4f5c\u6210\u3068\u7ba1\u7406\u306b\u3088\u308a\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u3059\u3070\u3084\u304f\u8868\u793a\u304a\u3088\u3073\u5206\u6790\u3057\u3001\u30bf\u30a4\u30e0\u30ea\u30fc\u306a\u610f\u601d\u6c7a\u5b9a\u3068\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u30b5\u30dd\u30fc\u30c8\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=2591\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"\u5229\u7528\u8005\"\/><\/figure>\n\n\n\n<p>ChatGPT\u3067CPU\u4f7f\u7528\u7387\u3084\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u306a\u3069\u306e\u76e3\u8996\u30e1\u30c8\u30ea\u30c3\u30af\u3092\u8ffd\u52a0\u304a\u3088\u3073\u8a2d\u5b9a\u3059\u308b\u65b9\u6cd5\u3092\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30e1\u30c8\u30ea\u30af\u30b9\u306e\u8ffd\u52a0\u3068\u8a2d\u5b9a\u306f\u3001DataDog \u306b\u3088\u308b\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306e\u91cd\u8981\u306a\u90e8\u5206\u3067\u3059\u3002 \u6b21\u306b\u3001CPU \u4f7f\u7528\u7387\u3084\u30e1\u30e2\u30ea\u4f7f\u7528\u7387\u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0 \u30e1\u30c8\u30ea\u30c3\u30af\u3092\u8ffd\u52a0\u304a\u3088\u3073\u8a2d\u5b9a\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>DataDog \u30b3\u30f3\u30bd\u30fc\u30eb\u306b\u30ed\u30b0\u30a4\u30f3\u3057\u307e\u3059\u3002 DataDog \u30a2\u30ab\u30a6\u30f3\u30c8\u306e\u8a8d\u8a3c\u60c5\u5831\u3092\u4f7f\u7528\u3057\u3066\u3001DataDog \u30b3\u30f3\u30bd\u30fc\u30eb (https:\/\/app.datadoghq.com) \u306b\u30ed\u30b0\u30a4\u30f3\u3057\u307e\u3059<a href=\"https:\/\/app.datadoghq.com%29.\/\">\u3002<\/a><\/li>\n\n\n\n<li>\u30e1\u30c8\u30ea\u30af\u30b9\u30da\u30fc\u30b8\u306b\u79fb\u52d5\u3057\u307e\u3059\u3002 DataDog \u30b3\u30f3\u30bd\u30fc\u30eb\u306e\u5de6\u5074\u306e\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u30da\u30a4\u30f3\u3067\u3001\u30e1\u30c8\u30ea\u30af\u30b9\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u898b\u3064\u3051\u3066\u30af\u30ea\u30c3\u30af\u3057\u3001\u30e1\u30c8\u30ea\u30af\u30b9\u7ba1\u7406\u30da\u30fc\u30b8\u306b\u5165\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30ab\u30b9\u30bf\u30e0\u6307\u6a19\u3092\u4f5c\u6210\u3059\u308b: \u30ab\u30b9\u30bf\u30e0\u6307\u6a19\u3092\u8ffd\u52a0\u3059\u308b\u5834\u5408\u306f\u3001\u30da\u30fc\u30b8\u306e\u53f3\u4e0a\u9685\u306b\u3042\u308b [\u6307\u6a19\u3092\u4f5c\u6210] \u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002 \u8868\u793a\u3055\u308c\u308b\u30c0\u30a4\u30a2\u30ed\u30b0 \u30dc\u30c3\u30af\u30b9\u3067\u3001\u30a4\u30f3\u30b8\u30b1\u30fc\u30bf\u30fc\u306e\u540d\u524d\u3068\u30e9\u30d9\u30eb\u3092\u9078\u629e\u3057\u3001\u30a4\u30f3\u30b8\u30b1\u30fc\u30bf\u30fc\u306e\u5358\u4f4d\u3068\u30bf\u30a4\u30d7\u3092\u5b9a\u7fa9\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u4e8b\u524d\u5b9a\u7fa9\u3055\u308c\u305f\u30e1\u30c8\u30ea\u30af\u30b9: \u4e8b\u524d\u5b9a\u7fa9\u3055\u308c\u305f\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u8ffd\u52a0\u3059\u308b\u5834\u5408\u306f\u3001DataDog \u304c\u63d0\u4f9b\u3059\u308b\u3055\u307e\u3056\u307e\u306a\u7d44\u307f\u8fbc\u307f\u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002 DataDog \u30b3\u30f3\u30bd\u30fc\u30eb\u306e\u300c\u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\u300d\u30bb\u30af\u30b7\u30e7\u30f3\u306b\u79fb\u52d5\u3057\u3001\u9069\u5207\u306a\u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u9078\u629e\u3057\u3066\u3001\u30ac\u30a4\u30c9\u306b\u5f93\u3063\u3066\u69cb\u6210\u3057\u307e\u3059\u3002 \u5404\u7d71\u5408\u306f\u3001\u4e8b\u524d\u5b9a\u7fa9\u3055\u308c\u305f\u30e1\u30c8\u30ea\u30c3\u30af\u306e\u30bb\u30c3\u30c8\u3092\u81ea\u52d5\u7684\u306b\u53ce\u96c6\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30e1\u30c8\u30ea\u30af\u30b9\u53ce\u96c6\u306e\u69cb\u6210: \u30ab\u30b9\u30bf\u30e0\u304a\u3088\u3073\u4e8b\u524d\u5b9a\u7fa9\u3055\u308c\u305f\u30e1\u30c8\u30ea\u30af\u30b9\u306e\u5834\u5408\u3001\u3053\u308c\u3089\u306e\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u53ce\u96c6\u3059\u308b\u3088\u3046\u306b DataDog \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u307e\u305f\u306f\u4ed6\u306e\u30b3\u30ec\u30af\u30bf\u30fc\u3092\u8a2d\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u69cb\u6210\u30d5\u30a1\u30a4\u30eb\u307e\u305f\u306f\u95a2\u9023\u8a2d\u5b9a\u3067\u3001\u53ce\u96c6\u3059\u308b\u30e1\u30c8\u30ea\u30c3\u30af\u3068\u95a2\u9023\u8a2d\u5b9a\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001DataDog \u304c\u30e1\u30c8\u30ea\u30af\u30b9\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u3066 DataDog \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u9001\u4fe1\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30c1\u30e3\u30fc\u30c8\u3068\u30a2\u30e9\u30fc\u30c8: \u30e1\u30c8\u30ea\u30c3\u30af\u30c7\u30fc\u30bf\u304c DataDog \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u6d41\u308c\u59cb\u3081\u305f\u3089\u3001\u30c1\u30e3\u30fc\u30c8\u3068\u30a2\u30e9\u30fc\u30c8\u6a5f\u80fd\u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u8996\u899a\u5316\u304a\u3088\u3073\u76e3\u8996\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30c1\u30e3\u30fc\u30c8: DataDog \u30b3\u30f3\u30bd\u30fc\u30eb\u306e\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4f5c\u6210\u307e\u305f\u306f\u7de8\u96c6\u3057\u307e\u3059\u3002 \u300c\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u306e\u8ffd\u52a0\u300d\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u3001\u30c1\u30e3\u30fc\u30c8\u30bf\u30a4\u30d7\u3092\u9078\u629e\u3057\u3066\u3001\u8868\u793a\u3059\u308b\u30e1\u30c8\u30ea\u30c3\u30af\u3092\u9078\u629e\u3057\u307e\u3059\u3002 \u6642\u9593\u7bc4\u56f2\u3001\u96c6\u8a08\u95a2\u6570\u3001\u30b0\u30e9\u30d5 \u30b9\u30bf\u30a4\u30eb\u306a\u3069\u3092\u9078\u629e\u3057\u3066\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306b\u8ffd\u52a0\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a2\u30e9\u30fc\u30c8: DataDog \u30b3\u30f3\u30bd\u30fc\u30eb\u306e \u30e2\u30cb\u30bf\u30fc \u30bb\u30af\u30b7\u30e7\u30f3\u3067\u3001\u65b0\u3057\u3044\u76e3\u8996\u30eb\u30fc\u30eb\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002 \u76e3\u8996\u3059\u308b\u30e1\u30c8\u30ea\u30c3\u30af\u3092\u9078\u629e\u3057\u3001\u3057\u304d\u3044\u5024\u3068\u6761\u4ef6\u3092\u5b9a\u7fa9\u3057\u3001\u30a2\u30e9\u30fc\u30c8\u901a\u77e5\u3092\u69cb\u6210\u3057\u307e\u3059\u3002 \u30e1\u30c8\u30ea\u30c3\u30af\u304c\u6307\u5b9a\u3055\u308c\u305f\u3057\u304d\u3044\u5024\u3092\u4e0a\u56de\u3063\u305f\u308a\u4e0b\u56de\u3063\u305f\u308a\u3059\u308b\u3068\u3001\u30a2\u30e9\u30fc\u30c8\u901a\u77e5\u304c\u5c4a\u304f\u305f\u3081\u3001\u30bf\u30a4\u30e0\u30ea\u30fc\u306a\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u76e3\u8996\u30e1\u30c8\u30ea\u30c3\u30af\u3092\u8ffd\u52a0\u3057\u3066\u69cb\u6210\u3059\u308b\u3053\u3068\u3067\u3001CPU \u4f7f\u7528\u7387\u3001\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af \u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u3001\u8981\u6c42\u5fdc\u7b54\u6642\u9593\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9 \u30e1\u30c8\u30ea\u30c3\u30af\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u304a\u3088\u3073\u76e3\u8996\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u6b63\u5e38\u6027\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u8ffd\u8de1\u3057\u3001\u6f5c\u5728\u7684\u306a\u554f\u984c\u3092\u30bf\u30a4\u30e0\u30ea\u30fc\u306b\u7279\u5b9a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=2591\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"\u5229\u7528\u8005\"\/><\/figure>\n\n\n\n<p>\u30e1\u30c8\u30ea\u30c3\u30af\u304c\u3057\u304d\u3044\u5024\u3092\u8d85\u3048\u305f\u3068\u304d\u306b\u901a\u77e5\u3092\u53d7\u4fe1\u3059\u308b\u30a2\u30e9\u30fc\u30c8\u30eb\u30fc\u30eb\u306e\u8a2d\u5b9a\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044ChatGPT<\/p>\n\n\n\n<p>\u30e1\u30c8\u30ea\u30af\u30b9\u304c\u3057\u304d\u3044\u5024\u3092\u8d85\u3048\u305f\u3068\u304d\u306b\u901a\u77e5\u3092\u53d7\u4fe1\u3059\u308b\u3088\u3046\u306b\u30a2\u30e9\u30fc\u30c8\u30eb\u30fc\u30eb\u3092\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u306f\u3001DataDog \u3092\u4f7f\u7528\u3057\u3066\u76e3\u8996\u3068\u30a2\u30e9\u30fc\u30c8\u3092\u884c\u3046\u4e0a\u3067\u91cd\u8981\u306a\u30b9\u30c6\u30c3\u30d7\u3067\u3059\u3002 \u8a73\u7d30\u306a\u624b\u9806\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>DataDog \u30b3\u30f3\u30bd\u30fc\u30eb\u306b\u30ed\u30b0\u30a4\u30f3\u3057\u307e\u3059\u3002 DataDog \u30a2\u30ab\u30a6\u30f3\u30c8\u306e\u8a8d\u8a3c\u60c5\u5831\u3092\u4f7f\u7528\u3057\u3066\u3001DataDog \u30b3\u30f3\u30bd\u30fc\u30eb (https:\/\/app.datadoghq.com) \u306b\u30ed\u30b0\u30a4\u30f3\u3057\u307e\u3059<a href=\"https:\/\/app.datadoghq.com%29.\/\">\u3002<\/a><\/li>\n\n\n\n<li>\u30e2\u30cb\u30bf\u30fc\u30da\u30fc\u30b8\u306b\u79fb\u52d5\u3057\u307e\u3059\u3002 DataDog \u30b3\u30f3\u30bd\u30fc\u30eb\u306e\u5de6\u5074\u306e\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u30da\u30a4\u30f3\u3067\u3001 \u30e2\u30cb\u30bf\u30fc \u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u898b\u3064\u3051\u3066\u30af\u30ea\u30c3\u30af\u3057\u3001\u76e3\u8996\u30eb\u30fc\u30eb\u7ba1\u7406\u30da\u30fc\u30b8\u306b\u5165\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u65b0\u3057\u3044\u76e3\u8996\u30eb\u30fc\u30eb\u3092\u4f5c\u6210\u3059\u308b: [\u76e3\u8996\u30eb\u30fc\u30eb\u306e\u7ba1\u7406] \u30da\u30fc\u30b8\u3067\u3001[\u65b0\u3057\u3044\u76e3\u8996] \u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u65b0\u3057\u3044\u76e3\u8996\u30eb\u30fc\u30eb\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30e1\u30c8\u30ea\u30c3\u30af\u3068\u6761\u4ef6\u306e\u9078\u629e: [\u76e3\u8996\u30eb\u30fc\u30eb\u306e\u4f5c\u6210] \u30da\u30fc\u30b8\u3067\u3001\u76e3\u8996\u3059\u308b\u30e1\u30c8\u30ea\u30c3\u30af\u3092\u9078\u629e\u3057\u307e\u3059\u3002 \u3053\u308c\u3092\u884c\u3046\u306b\u306f\u3001\u5b9a\u7fa9\u6e08\u307f\u306e\u30e1\u30c8\u30ea\u30c3\u30af\u306e\u30ea\u30b9\u30c8\u304b\u3089\u691c\u7d22\u307e\u305f\u306f\u9078\u629e\u3057\u307e\u3059\u3002 \u6b21\u306b\u3001\u30a2\u30e9\u30fc\u30c8\u3092\u30c8\u30ea\u30ac\u30fc\u3059\u308b\u6761\u4ef6 (\u8d85\u904e\u3001\u4e0b\u56de\u308b\u3001\u7b49\u3057\u3044\u306a\u3069) \u3092\u5b9a\u7fa9\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u3057\u304d\u3044\u5024\u3068\u6642\u9593\u67a0\u306e\u8a2d\u5b9a: [\u76e3\u8996\u30eb\u30fc\u30eb] \u30da\u30fc\u30b8\u306e\u6761\u4ef6\u8a2d\u5b9a\u3067\u3001\u3057\u304d\u3044\u5024\u3068\u6642\u9593\u67a0\u3092\u6307\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 \u3057\u304d\u3044\u5024\u306f\u30a2\u30e9\u30fc\u30c8\u3092\u30c8\u30ea\u30ac\u30fc\u3059\u308b\u30e1\u30c8\u30ea\u30c3\u30af\u5024\u3067\u3042\u308a\u3001\u30bf\u30a4\u30e0 \u30a6\u30a3\u30f3\u30c9\u30a6\u306f\u3057\u304d\u3044\u5024\u306e\u8a55\u4fa1\u306b\u4f7f\u7528\u3055\u308c\u308b\u6642\u9593\u7bc4\u56f2\u3067\u3059\u3002 \u5b9f\u969b\u306e\u30cb\u30fc\u30ba\u306b\u5fdc\u3058\u3066\u3001\u9069\u5207\u306a\u3057\u304d\u3044\u5024\u3068\u6642\u9593\u67a0\u3092\u8a2d\u5b9a\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u901a\u77e5\u65b9\u6cd5\u306e\u9078\u629e: [\u76e3\u8996\u30eb\u30fc\u30eb] \u30da\u30fc\u30b8\u306e\u901a\u77e5\u8a2d\u5b9a\u3067\u3001\u30a2\u30e9\u30fc\u30c8\u901a\u77e5\u306e\u53d7\u4fe1\u65b9\u6cd5\u3092\u9078\u629e\u3057\u307e\u3059\u3002 DataDog \u306f\u3001\u96fb\u5b50\u30e1\u30fc\u30eb\u3001Slack\u3001PagerDuty \u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u901a\u77e5\u65b9\u6cd5\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 1 \u3064\u4ee5\u4e0a\u306e\u901a\u77e5\u65b9\u6cd5\u3092\u9078\u629e\u3057\u3001\u53d7\u4fe1\u8005\u3001\u983b\u5ea6\u306a\u3069\u306e\u95a2\u9023\u3059\u308b\u69cb\u6210\u60c5\u5831\u3092\u8a2d\u5b9a\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u8a2d\u5b9a\u306e\u8ffd\u52a0: [\u76e3\u8996\u30eb\u30fc\u30eb] \u30da\u30fc\u30b8\u306e [\u8ffd\u52a0\u8a2d\u5b9a] \u3067\u3001\u30a2\u30e9\u30fc\u30c8\u306e\u52d5\u4f5c\u3092\u3055\u3089\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3067\u304d\u307e\u3059\u3002 \u305f\u3068\u3048\u3070\u3001\u7e70\u308a\u8fd4\u3057\u901a\u77e5\u306e\u983b\u5ea6\u3001\u5f85\u6a5f\u671f\u9593\u3001\u6761\u4ef6\u671f\u9593\u306a\u3069\u3092\u8a2d\u5b9a\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u3089\u306e\u8a2d\u5b9a\u306f\u3001\u30a2\u30e9\u30fc\u30c8\u901a\u77e5\u306e\u52d5\u4f5c\u3068\u983b\u5ea6\u306b\u5f71\u97ff\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u76e3\u8996\u30eb\u30fc\u30eb\u306e\u4fdd\u5b58: \u3059\u3079\u3066\u306e\u8a2d\u5b9a\u3092\u69cb\u6210\u3057\u305f\u3089\u3001\u30da\u30fc\u30b8\u306e\u53f3\u4e0a\u9685\u306b\u3042\u308b [\u4fdd\u5b58] \u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u76e3\u8996\u30eb\u30fc\u30eb\u3092\u4fdd\u5b58\u3057\u307e\u3059\u3002 \u30eb\u30fc\u30eb\u306b\u540d\u524d\u3068\u8aac\u660e\u3092\u4ed8\u3051\u3066\u3001\u8b58\u5225\u3068\u7ba1\u7406\u306b\u5f79\u7acb\u3066\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u76e3\u8996\u30eb\u30fc\u30eb\u3092\u30c6\u30b9\u30c8\u3059\u308b: \u76e3\u8996\u30eb\u30fc\u30eb\u3092\u4fdd\u5b58\u3057\u305f\u5f8c\u3001\u30a2\u30e9\u30fc\u30c8\u304c\u6b63\u3057\u304f\u8a2d\u5b9a\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u30c6\u30b9\u30c8\u3067\u304d\u307e\u3059\u3002 DataDog \u306f\u3001\u30e1\u30c8\u30ea\u30af\u30b9\u304c\u30a2\u30e9\u30fc\u30e0\u3092\u30c8\u30ea\u30ac\u30fc\u3057\u3001\u30c6\u30b9\u30c8\u30a2\u30e9\u30fc\u30c8\u901a\u77e5\u3092\u8868\u793a\u3059\u308b\u72b6\u6cc1\u3092\u30b7\u30df\u30e5\u30ec\u30fc\u30c8\u3059\u308b\u30c6\u30b9\u30c8\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a2\u30e9\u30fc\u30c8\u306e\u76e3\u8996\u3068\u51e6\u7406: \u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30eb\u30fc\u30eb\u304c\u6709\u52b9\u306b\u306a\u308b\u3068\u3001DataDog \u306f\u30e1\u30c8\u30ea\u30af\u30b9\u304c\u6307\u5b9a\u3055\u308c\u305f\u3057\u304d\u3044\u5024\u3092\u4e0a\u56de\u3063\u305f\u308a\u4e0b\u56de\u3063\u305f\u308a\u3057\u305f\u3068\u304d\u306b\u3001\u8a2d\u5b9a\u306b\u57fa\u3065\u3044\u3066\u30a2\u30e9\u30fc\u30c8\u901a\u77e5\u3092\u9001\u4fe1\u3057\u307e\u3059\u3002 \u30a2\u30e9\u30fc\u30c8\u901a\u77e5\u306b\u57fa\u3065\u3044\u3066\u30bf\u30a4\u30e0\u30ea\u30fc\u306b\u5bfe\u5fdc\u3057\u3001\u5bfe\u5fdc\u3057\u3066\u554f\u984c\u3092\u89e3\u6c7a\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u30a2\u30e9\u30fc\u30c8\u30eb\u30fc\u30eb\u3092\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001DataDog \u3067\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u76e3\u8996\u3059\u308b\u305f\u3081\u306e\u3057\u304d\u3044\u5024\u3092\u8a2d\u5b9a\u3057\u3001\u30e1\u30c8\u30ea\u30af\u30b9\u304c\u3057\u304d\u3044\u5024\u3092\u4e0a\u56de\u3063\u305f\u308a\u4e0b\u56de\u3063\u305f\u308a\u3057\u305f\u3068\u304d\u306b\u63a5\u7d9a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=2591\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"\u5229\u7528\u8005\"\/><\/figure>\n\n\n\n<p>\u30c1\u30e3\u30c3\u30c8GPT\u3092\u7d9a\u3051\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>\u901a\u77e5\u3092\u53d7\u4fe1\u3057\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u6f5c\u5728\u7684\u306a\u554f\u984c\u3092\u8fc5\u901f\u306b\u7279\u5b9a\u3057\u3066\u5bfe\u5fdc\u3057\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u5b89\u5b9a\u6027\u3068\u4fe1\u983c\u6027\u3092\u7dad\u6301\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u306e\u4ed6\u306e\u30a2\u30af\u30b7\u30e7\u30f3\u3068\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u6b21\u306b\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"11\">\n<li>\u30a2\u30e9\u30fc\u30c8\u901a\u77e5\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8: DataDog \u3067\u306f\u3001\u7570\u306a\u308b\u76e3\u8996\u30eb\u30fc\u30eb\u9593\u3067\u518d\u5229\u7528\u3059\u308b\u305f\u3081\u306e\u30a2\u30e9\u30fc\u30c8\u901a\u77e5\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u4f5c\u6210\u3057\u3066\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30a2\u30e9\u30fc\u30c8\u306e\u8a2d\u5b9a\u30d7\u30ed\u30bb\u30b9\u3092\u7c21\u7565\u5316\u3057\u3001\u4e00\u8cab\u6027\u3068\u4fdd\u5b88\u6027\u3092\u78ba\u4fdd\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u8907\u6570\u6761\u4ef6\u30a2\u30e9\u30fc\u30c8: \u76e3\u8996\u30eb\u30fc\u30eb\u3092\u4f5c\u6210\u3059\u308b\u3068\u304d\u306b\u3001\u30a2\u30e9\u30fc\u30c8\u3092\u30c8\u30ea\u30ac\u30fc\u3059\u308b\u8907\u6570\u306e\u6761\u4ef6\u3092\u5b9a\u7fa9\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u30a2\u30e9\u30fc\u30c8\u901a\u77e5\u3092\u9001\u4fe1\u3059\u308b\u30bf\u30a4\u30df\u30f3\u30b0\u3092\u3088\u308a\u6b63\u78ba\u306b\u5236\u5fa1\u3067\u304d\u307e\u3059\u3002 \u305f\u3068\u3048\u3070\u3001\u8907\u6570\u306e\u3057\u304d\u3044\u5024\u3092\u8a2d\u5b9a\u3057\u3066\u3001\u3055\u307e\u3056\u307e\u306a\u30b7\u30ca\u30ea\u30aa\u306b\u57fa\u3065\u3044\u3066\u3055\u307e\u3056\u307e\u306a\u30ec\u30d9\u30eb\u306e\u30a2\u30e9\u30fc\u30c8\u3092\u9001\u4fe1\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a8\u30e9\u30b9\u30c6\u30a3\u30c3\u30af\u30a2\u30e9\u30fc\u30c8: DataDog \u306f\u3001\u4e00\u6642\u7684\u306a\u30e1\u30c8\u30ea\u30af\u30b9\u306e\u5909\u52d5\u3084\u7570\u5e38\u306b\u5bfe\u51e6\u3059\u308b\u305f\u3081\u306e\u30a8\u30e9\u30b9\u30c6\u30a3\u30c3\u30af\u30a2\u30e9\u30fc\u30c8\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u30a2\u30e9\u30fc\u30c8\u306e\u3057\u304d\u3044\u5024\u7bc4\u56f2\u306f\u3001\u56fa\u5b9a\u3055\u308c\u305f\u7279\u5b9a\u306e\u6570\u3060\u3051\u3067\u306a\u304f\u3001\u5b9a\u7fa9\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u8aa4\u8b66\u5831\u3084\u4e0d\u8981\u306a\u6ce8\u610f\u6563\u6f2b\u3092\u6e1b\u3089\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u5f85\u6a5f\u671f\u9593: \u76e3\u8996\u30eb\u30fc\u30eb\u306e\u8a2d\u5b9a\u3067\u306f\u3001\u5f85\u6a5f\u671f\u9593\u3001\u3064\u307e\u308a\u30a2\u30e9\u30fc\u30e0\u304c\u30c8\u30ea\u30ac\u30fc\u3055\u308c\u305f\u5f8c\u3001\u4e00\u5b9a\u671f\u9593\u30a2\u30e9\u30fc\u30e0\u304c\u518d\u5ea6\u30c8\u30ea\u30ac\u30fc\u3055\u308c\u306a\u3044\u3088\u3046\u306b\u6307\u5b9a\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u30a2\u30e9\u30fc\u30c8\u901a\u77e5\u306e\u91cd\u8907\u3092\u56de\u907f\u3057\u3001\u7279\u5b9a\u306e\u554f\u984c\u3092\u51e6\u7406\u3057\u3066\u89e3\u6c7a\u3059\u308b\u306e\u306b\u5341\u5206\u306a\u6642\u9593\u3092\u78ba\u4fdd\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u30c4\u30fc\u30eb\u3068\u306e\u7d71\u5408: DataDog \u306f\u3001PagerDuty\u3001Slack\u3001Webhook \u306a\u3069\u306e\u4ed6\u306e\u30a2\u30e9\u30fc\u30c8\u304a\u3088\u3073\u901a\u77e5\u30c4\u30fc\u30eb\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002 \u7d71\u5408\u3092\u69cb\u6210\u3059\u308b\u3053\u3068\u3067\u3001\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306b\u30a2\u30e9\u30fc\u30c8\u901a\u77e5\u3092\u9001\u4fe1\u3057\u3066\u3001\u30a2\u30e9\u30fc\u30c8\u306e\u4e00\u5143\u7ba1\u7406\u3068\u51e6\u7406\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u76e3\u8996\u30eb\u30fc\u30eb\u3054\u3068\u306b\u3001\u7279\u5b9a\u306e\u3057\u304d\u3044\u5024\u3001\u6642\u9593\u67a0\u3001\u901a\u77e5\u65b9\u6cd5\u306a\u3069\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3057\u3066\u3001\u7279\u5b9a\u306e\u30cb\u30fc\u30ba\u3068\u76e3\u8996\u8981\u4ef6\u3092\u6e80\u305f\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u30a2\u30e9\u30fc\u30c8 \u30eb\u30fc\u30eb\u3092\u5b9a\u671f\u7684\u306b\u8a55\u4fa1\u304a\u3088\u3073\u8abf\u6574\u3057\u3066\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u30cb\u30fc\u30ba\u306b\u5408\u81f4\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u3001\u5b9f\u969b\u306e\u6761\u4ef6\u306b\u57fa\u3065\u3044\u3066\u9069\u5207\u306b\u6700\u9069\u5316\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30a2\u30e9\u30fc\u30c8 \u30eb\u30fc\u30eb\u3092\u8a2d\u5b9a\u3057\u3001\u30a2\u30e9\u30fc\u30c8\u901a\u77e5\u3092\u53d7\u4fe1\u3059\u308b\u3053\u3068\u3067\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u7570\u5e38\u306b\u95a2\u3059\u308b\u6700\u65b0\u60c5\u5831\u3092\u5165\u624b\u3057\u3001\u5b89\u5b9a\u6027\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u7dad\u6301\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=2591\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"\u5229\u7528\u8005\"\/><\/figure>\n\n\n\n<p>APM\u30c1\u30e3\u30c3\u30c8GPT\u5c0e\u5165\u306e\u30b3\u30f3\u30bb\u30d7\u30c8\u3068\u30e1\u30ea\u30c3\u30c8\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u6559\u3048\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>APM(\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0)\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u76e3\u8996\u304a\u3088\u3073\u7ba1\u7406\u3059\u308b\u305f\u3081\u306e\u65b9\u6cd5\u3068\u30c4\u30fc\u30eb\u3067\u3059\u3002 \u3053\u308c\u306f\u3001\u958b\u767a\u8005\u3068\u904b\u7528\u30c1\u30fc\u30e0\u304c\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u76e3\u8996\u3001\u8a3a\u65ad\u3001\u6700\u9069\u5316\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002 APM\u306e\u6982\u5ff5\u3068\u5229\u70b9\u306e\u8a73\u7d30\u306a\u8aac\u660e\u3092\u6b21\u306b\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6982\u5ff5:APM\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5185\u306b\u30b3\u30fc\u30c9\u3001\u30d7\u30ed\u30ad\u30b7\u3001\u307e\u305f\u306f\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u633f\u5165\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4e3b\u8981\u306a\u30e1\u30c8\u30ea\u30c3\u30af\u3068\u52d5\u4f5c\u3092\u76e3\u8996\u3057\u307e\u3059\u3002 \u8981\u6c42\u5fdc\u7b54\u6642\u9593\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 \u30af\u30a8\u30ea\u3001\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u547c\u3073\u51fa\u3057\u3001\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u306a\u3069\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9 \u30c7\u30fc\u30bf\u3092\u8ffd\u8de1\u3057\u307e\u3059\u3002 APM\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5185\u306e\u7279\u5b9a\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u307e\u305f\u306f\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u306e\u30d1\u30b9\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u8ffd\u8de1\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u30c8\u30ec\u30fc\u30b9\u3082\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5229\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u8a3a\u65ad:APM\u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30e1\u30c8\u30ea\u30c3\u30af\u3068\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u8ffd\u8de1\u3092\u63d0\u4f9b\u3057\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u554f\u984c\u3092\u3059\u3070\u3084\u304f\u898b\u3064\u3051\u3066\u89e3\u6c7a\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002 \u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9 \u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3066\u8996\u899a\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u9045\u5ef6\u3001\u30a8\u30e9\u30fc\u3001\u304a\u3088\u3073\u4f8b\u5916\u3092\u8ffd\u8de1\u3057\u3001\u554f\u984c\u306e\u6839\u672c\u539f\u56e0\u3092\u7279\u5b9a\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u6700\u9069\u5316:APM\u306f\u3001\u8a73\u7d30\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5206\u6790\u3092\u63d0\u4f9b\u3057\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3068\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3092\u7279\u5b9a\u3057\u3066\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6700\u9069\u5316\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002 \u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u30db\u30c3\u30c8\u30b9\u30dd\u30c3\u30c8\u3001\u9045\u3044\u30af\u30a8\u30ea\u3001\u30ea\u30bd\u30fc\u30b9\u306e\u4f7f\u7528\u7387\u304c\u4f4e\u3044\u306a\u3069\u3092\u7279\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001\u30bf\u30fc\u30b2\u30c3\u30c8\u3092\u7d5e\u3063\u305f\u6700\u9069\u5316\u3092\u884c\u3044\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5fdc\u7b54\u6027\u3068\u52b9\u7387\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u5bb9\u91cf\u8a08\u753b\u3068\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0:APM\u306b\u3088\u3063\u3066\u53ce\u96c6\u3055\u308c\u305f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u8ca0\u8377\u3068\u30ea\u30bd\u30fc\u30b9\u4f7f\u7528\u7387\u3092\u7406\u89e3\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u306f\u3001\u5bb9\u91cf\u8a08\u753b\u3001\u5c06\u6765\u306e\u9700\u8981\u306e\u4e88\u6e2c\u3001\u304a\u3088\u3073\u6210\u9577\u306b\u5408\u308f\u305b\u3066\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3092\u62e1\u5f35\u3059\u308b\u30bf\u30a4\u30df\u30f3\u30b0\u306e\u6c7a\u5b9a\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30e6\u30fc\u30b6\u30fc\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u3068\u6e80\u8db3\u5ea6:APM\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u76e3\u8996\u3068\u6e2c\u5b9a\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u30e6\u30fc\u30b6\u30fc\u8981\u6c42\u306e\u5fdc\u7b54\u6642\u9593\u3001\u30a8\u30e9\u30fc\u7387\u3001\u304a\u3088\u3073\u5bfe\u8a71\u5f0f\u64cd\u4f5c\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u76e3\u8996\u3059\u308b\u3053\u3068\u3067\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4f7f\u7528\u3059\u308b\u3068\u304d\u306e\u30e6\u30fc\u30b6\u30fc \u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u3092\u7406\u89e3\u3057\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u6700\u9069\u5316\u3057\u3066\u30e6\u30fc\u30b6\u30fc\u306e\u6e80\u8db3\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30b3\u30fc\u30c9\u54c1\u8cea\u3068\u6700\u9069\u5316:APM\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30b3\u30fc\u30c9\u54c1\u8cea\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u6700\u9069\u5316\u306e\u53ef\u80fd\u6027\u3092\u8a55\u4fa1\u3059\u308b\u306e\u306b\u3082\u5f79\u7acb\u3061\u307e\u3059\u3002 \u30b3\u30fc\u30c9\u30ec\u30d9\u30eb\u306e\u30e1\u30c8\u30ea\u30c3\u30af\u3068\u30c8\u30ec\u30fc\u30b9\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u975e\u52b9\u7387\u7684\u306a\u30b9\u30cb\u30da\u30c3\u30c8\u3001\u7121\u99c4\u306a\u30ea\u30bd\u30fc\u30b9\u3001\u6f5c\u5728\u7684\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u554f\u984c\u3092\u7279\u5b9a\u3057\u3001\u5fc5\u8981\u306a\u8abf\u6574\u3068\u6539\u5584\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30c1\u30fc\u30e0\u9593\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3:APM\u306f\u3001\u958b\u767a\u8005\u3001\u904b\u7528\u30c1\u30fc\u30e0\u3001\u304a\u3088\u3073\u30d3\u30b8\u30cd\u30b9\u30c1\u30fc\u30e0\u306b\u5171\u6709\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30c7\u30fc\u30bf\u3068\u30d3\u30b8\u30e5\u30a2\u30eb\u30ec\u30dd\u30fc\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u30c1\u30fc\u30e0\u9593\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u5bfe\u8a71\u304c\u4fc3\u9032\u3055\u308c\u3001\u554f\u984c\u89e3\u6c7a\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u6700\u9069\u5316\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u30b9\u30d4\u30fc\u30c9\u30a2\u30c3\u30d7\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u6982\u8981: APM \u306f\u5b9f\u969b\u306e\u3082\u306e\u3092\u63d0\u4f9b\u3057\u307e\u3059<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=2591\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"\u5229\u7528\u8005\"\/><\/figure>\n\n\n\n<p>\u30c1\u30e3\u30c3\u30c8GPT\u3092\u7d9a\u3051\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3 \u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u76e3\u8996\u3068\u7ba1\u7406\u306f\u3001\u554f\u984c\u306e\u8fc5\u901f\u306a\u8a3a\u65ad\u3068\u89e3\u6c7a\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3 \u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u6700\u9069\u5316\u3001\u512a\u308c\u305f\u30e6\u30fc\u30b6\u30fc \u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u306e\u63d0\u4f9b\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002 APM\u3092\u4f7f\u7528\u3059\u308b\u5177\u4f53\u7684\u306a\u5229\u70b9\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"7\">\n<li>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u76e3\u8996\u3068\u30a2\u30e9\u30fc\u30c8:APM\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u76e3\u8996\u3059\u308b\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u4e3b\u8981\u306a\u30e1\u30c8\u30ea\u30c3\u30af\u3068\u30a2\u30e9\u30fc\u30c8\u306b\u5373\u5ea7\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u305f\u3081\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u554f\u984c\u304c\u767a\u751f\u3057\u305f\u3068\u304d\u306b\u8fc5\u901f\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002 \u30a2\u30e9\u30fc\u30c8 \u30eb\u30fc\u30eb\u3092\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u4e8b\u524d\u5b9a\u7fa9\u3055\u308c\u305f\u3057\u304d\u3044\u5024\u306b\u9054\u3057\u305f\u3068\u304d\u306b\u901a\u77e5\u3092\u53d7\u3051\u53d6\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u30bf\u30a4\u30e0\u30ea\u30fc\u306a\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u5b9f\u884c\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u30c8\u30ec\u30fc\u30b9\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30d1\u30b9\u5206\u6790:APM\u306f\u3001\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u30c8\u30ec\u30fc\u30b9\u3092\u901a\u3058\u3066\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5185\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u306e\u5b9f\u884c\u30d1\u30b9\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u95a2\u3059\u308b\u6d1e\u5bdf\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u8907\u96d1\u306a\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3 \u30d7\u30ed\u30bb\u30b9\u3092\u7279\u5b9a\u3057\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u306e\u539f\u56e0\u3068\u306a\u3063\u3066\u3044\u308b\u7279\u5b9a\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u307e\u305f\u306f\u30b9\u30c6\u30c3\u30d7\u3092\u7279\u5b9a\u3067\u304d\u307e\u3059\u3002 \u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30d1\u30b9\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u91cd\u8981\u306a\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u3092\u6700\u9069\u5316\u3057\u3001\u5168\u4f53\u7684\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u5206\u6563\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u76e3\u8996:\u5206\u6563\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5834\u5408\u3001APM\u306f\u7570\u306a\u308b\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u9593\u306e\u547c\u3073\u51fa\u3057\u3068\u76f8\u4e92\u4f5c\u7528\u3092\u8ffd\u8de1\u304a\u3088\u3073\u76e3\u8996\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u5206\u6563\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u554f\u984c\u3092\u7279\u5b9a\u3057\u3001\u7570\u306a\u308b\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u9593\u306e\u4f9d\u5b58\u95a2\u4fc2\u3068\u5f71\u97ff\u3092\u7406\u89e3\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u306e\u76e3\u8996:APM\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304a\u3088\u3073\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u76f8\u4e92\u4f5c\u7528\u3092\u76e3\u8996\u3067\u304d\u307e\u3059\u3002 \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30af\u30a8\u30ea\u6642\u9593\u3001\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u547c\u3073\u51fa\u3057\u6642\u9593\u306a\u3069\u306e\u30e1\u30c8\u30ea\u30c3\u30af\u3092\u53ce\u96c6\u3059\u308b\u3053\u3068\u3067\u3001\u3053\u308c\u3089\u306e\u91cd\u8981\u306a\u4f9d\u5b58\u95a2\u4fc2\u3092\u8ffd\u8de1\u304a\u3088\u3073\u6700\u9069\u5316\u3057\u3001\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9\u3068\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u7d71\u5408\u3092\u78ba\u4fdd\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u81ea\u52d5\u5316\u3068\u7d71\u5408:APM\u306f\u3001\u7d99\u7d9a\u7684\u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\/\u7d99\u7d9a\u7684\u30c7\u30ea\u30d0\u30ea\u30fc(CI \/ CD)\u30c4\u30fc\u30eb\u3084\u30b3\u30f3\u30c6\u30ca\u7ba1\u7406\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306a\u3069\u306e\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u3084\u30d7\u30ed\u30bb\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002 APM\u3092\u81ea\u52d5\u5316\u3055\u308c\u305f\u30d7\u30ed\u30bb\u30b9\u306b\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u76e3\u8996\u3068\u5c55\u958b\u30d7\u30ed\u30bb\u30b9\u3092\u81ea\u52d5\u5316\u3057\u3001\u624b\u52d5\u306b\u3088\u308b\u4ecb\u5165\u306e\u5fc5\u8981\u6027\u3092\u6e1b\u3089\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u8996\u899a\u5316\u3068\u30ec\u30dd\u30fc\u30c8:APM\u306f\u3001\u30c1\u30e3\u30fc\u30c8\u3001\u30b0\u30e9\u30d5\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u5f62\u5f0f\u3067\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u8868\u793a\u304a\u3088\u3073\u7406\u89e3\u3067\u304d\u308b\u8996\u899a\u7684\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30c7\u30fc\u30bf\u3068\u30ec\u30dd\u30fc\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u3053\u306e\u8996\u899a\u5316\u306f\u3001\u50be\u5411\u3001\u7570\u5e38\u3001\u4e3b\u8981\u306a\u30e1\u30c8\u30ea\u30c3\u30af\u3092\u3059\u3070\u3084\u304f\u7279\u5b9a\u3057\u3066\u3001\u610f\u601d\u6c7a\u5b9a\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u6700\u9069\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u8981\u7d04\u3059\u308b\u3068\u3001APM\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u76e3\u8996\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u6700\u9069\u5316\u306e\u305f\u3081\u306e\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3068\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u76e3\u8996\u3057\u3001\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u30d1\u30b9\u3092\u8ffd\u8de1\u3057\u3001\u554f\u984c\u3092\u8a3a\u65ad\u3057\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6700\u9069\u5316\u3057\u3001\u512a\u308c\u305f\u30e6\u30fc\u30b6\u30fc\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002 APM\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4fe1\u983c\u6027\u3001\u53ef\u7528\u6027\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u3088\u308a\u9069\u5207\u306b\u7ba1\u7406\u304a\u3088\u3073\u6539\u5584\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=2591\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"\u5229\u7528\u8005\"\/><\/figure>\n\n\n\n<p>DataDog APM \u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3078\u306e\u7d71\u5408\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044 ChatGPT<\/p>\n\n\n\n<p>DataDog APM\u3092\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u7d71\u5408\u3059\u308b\u306b\u306f\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3066\u9001\u4fe1\u3059\u308b\u305f\u3081\u306b\u3001\u9069\u5207\u306a\u30d7\u30ed\u30ad\u30b7\u307e\u305f\u306f\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30b3\u30fc\u30c9\u306b\u8ffd\u52a0\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 \u8a73\u7d30\u306a\u7d71\u5408\u624b\u9806\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u9069\u5207\u306a\u8a00\u8a9e\u3068\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u9078\u629e\u3059\u308b: DataDog APM \u306f\u3001Java\u3001Python\u3001Ruby\u3001Node\u3001.js \u306a\u3069\u306e\u8907\u6570\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u74b0\u5883\u306b\u4e00\u81f4\u3059\u308b DataDog APM \u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>DataDog APM \u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb: DataDog \u304c\u63d0\u4f9b\u3059\u308b\u7d71\u5408\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3068\u30ac\u30a4\u30c9\u306b\u5f93\u3063\u3066\u3001\u9078\u629e\u3057\u305f\u8a00\u8a9e\u3068\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u4f7f\u7528\u3057\u3066 DataDog APM \u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002 \u30d1\u30c3\u30b1\u30fc\u30b8\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u3001\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3001\u307e\u305f\u306f\u9069\u5207\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u30d5\u30a1\u30a4\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u3053\u3068\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>DataDog APM \u30d7\u30ed\u30ad\u30b7\u3092\u521d\u671f\u5316\u3059\u308b: \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u30b3\u30fc\u30c9\u3067\u3001DataDog APM \u30d7\u30ed\u30ad\u30b7\u307e\u305f\u306f\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u521d\u671f\u5316\u3057\u307e\u3059\u3002 \u3053\u308c\u306b\u306f\u901a\u5e38\u3001\u5fc5\u8981\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u3001\u9069\u5207\u306a\u521d\u671f\u5316\u95a2\u6570\u3092\u547c\u3073\u51fa\u3059\u3053\u3068\u304c\u542b\u307e\u308c\u307e\u3059\u3002 \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u6b63\u3057\u3044\u5834\u6240\u3068\u30bf\u30a4\u30df\u30f3\u30b0\u3067\u521d\u671f\u5316\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30d7\u30ed\u30ad\u30b7\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u8a2d\u5b9a: \u5fc5\u8981\u306b\u5fdc\u3058\u3066 DataDog APM \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002 \u3053\u308c\u306b\u306f\u3001DataDog API \u30ad\u30fc\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u540d\u3001\u74b0\u5883\u30bf\u30b0\u306a\u3069\u304c\u542b\u307e\u308c\u307e\u3059\u3002 \u3053\u308c\u3089\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c DataDog \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u901a\u4fe1\u3057\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u8b58\u5225\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3068\u30a2\u30e9\u30fc\u30e0\u306e\u69cb\u6210: \u5fc5\u8981\u306b\u5fdc\u3058\u3066\u3001DataDog \u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u95a2\u9023\u3059\u308b\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3068\u30a2\u30e9\u30fc\u30e0\u30eb\u30fc\u30eb\u3092\u4f5c\u6210\u3057\u3066\u69cb\u6210\u3057\u307e\u3059\u3002 \u3053\u308c\u3089\u306e\u8a2d\u5b9a\u306f\u3001DataDog \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u8996\u899a\u5316\u304a\u3088\u3073\u76e3\u8996\u3057\u3001\u30a2\u30e9\u30fc\u30c8\u901a\u77e5\u3092\u30bf\u30a4\u30e0\u30ea\u30fc\u306b\u53d7\u4fe1\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u516c\u958b\u3068\u30c6\u30b9\u30c8: DataDog APM \u3092\u7d71\u5408\u3059\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u30bf\u30fc\u30b2\u30c3\u30c8\u74b0\u5883\u306b\u30c7\u30d7\u30ed\u30a4\u3057\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u9069\u5207\u306b\u52d5\u4f5c\u3057\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3059\u308b\u3053\u3068\u3092\u30c6\u30b9\u30c8\u3057\u307e\u3059\u3002 \u9069\u5207\u306a\u8ca0\u8377\u304a\u3088\u3073\u30c6\u30b9\u30c8\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30b9\u30c8\u30ec\u30b9\u30c6\u30b9\u30c8\u3092\u884c\u3044\u3001DataDog APM \u306e\u7d71\u5408\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3092\u691c\u8a3c\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u5206\u6790\u3068\u6700\u9069\u5316: DataDog APM \u304c\u63d0\u4f9b\u3059\u308b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30c7\u30fc\u30bf\u3068\u30d3\u30b8\u30e5\u30a2\u30eb\u30ec\u30dd\u30fc\u30c8\u3092\u4f7f\u7528\u3057\u3066\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3068\u6700\u9069\u5316\u306e\u6a5f\u4f1a\u3092\u5206\u6790\u3057\u307e\u3059\u3002 \u53ce\u96c6\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u3001\u6539\u5584\u304c\u5fc5\u8981\u306a\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3001\u30d1\u30b9\u3001\u307e\u305f\u306f\u64cd\u4f5c\u3092\u7279\u5b9a\u3057\u3001\u9069\u5207\u306a\u6700\u9069\u5316\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u5b9a\u671f\u7684\u306a\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3068\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9: DataDog APM \u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\u306f\u5b9a\u671f\u7684\u306b\u30c1\u30a7\u30c3\u30af\u3055\u308c\u3001\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3055\u308c\u307e\u3059\u3002 \u6700\u65b0\u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u7528\u3057\u3001\u69cb\u6210\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u3092\u6700\u65b0\u306e\u72b6\u614b\u306b\u4fdd\u3061\u3001\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u3068\u66f4\u65b0\u3055\u308c\u305f\u7d71\u5408\u30ac\u30a4\u30c0\u30f3\u30b9\u306b\u3064\u3044\u3066\u3001DataDog \u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u304a\u3088\u3073\u30b5\u30dd\u30fc\u30c8\u30c1\u30fc\u30e0\u3068\u9023\u7d61\u3092\u53d6\u308a\u5408\u3063\u3066\u304f\u3060\u3055\u3044\u3002<\/li>\n<\/ol>\n\n\n\n<p>DataDog APM \u3092\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u76e3\u8996\u304a\u3088\u3073\u5206\u6790\u3057\u3001\u554f\u984c\u3092\u7279\u5b9a\u3057\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6700\u9069\u5316\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u3088\u308a\u5b89\u5b9a\u3057\u305f\u3001\u52b9\u7387\u7684\u3067\u3001\u512a\u308c\u305f\u30e6\u30fc\u30b6\u30fc\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u3092\u63d0\u4f9b\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=2591\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"\u5229\u7528\u8005\"\/><\/figure>\n\n\n\n<p>\u30ea\u30af\u30a8\u30b9\u30c8\u306e\u5fdc\u7b54\u6642\u9593\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30af\u30a8\u30ea\u306a\u3069\u306e\u76e3\u8996\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30e1\u30c8\u30ea\u30c3\u30af\u3092\u8a73\u7d30\u306b\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044\u3002 \u30c1\u30e3\u30c3\u30c8GPT<\/p>\n\n\n\n<p>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30e1\u30c8\u30ea\u30af\u30b9\u306e\u76e3\u8996\u306f\u3001DataDog APM \u3092\u4f7f\u7528\u3057\u305f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u76e3\u8996\u306e\u91cd\u8981\u306a\u90e8\u5206\u3067\u3059\u3002 \u4e00\u822c\u7684\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9 \u30e1\u30c8\u30ea\u30c3\u30af\u306e\u8a73\u7d30\u306a\u8aac\u660e\u3092\u6b21\u306b\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u8981\u6c42\u5fdc\u7b54\u6642\u9593: \u8981\u6c42\u5fdc\u7b54\u6642\u9593\u3068\u306f\u3001\u8981\u6c42\u306e\u9001\u4fe1\u304b\u3089\u5b8c\u5168\u306a\u5fdc\u7b54\u306e\u53d7\u4fe1\u307e\u3067\u306b\u304b\u304b\u308b\u6642\u9593\u3092\u6307\u3057\u307e\u3059\u3002 \u3053\u308c\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5fdc\u7b54\u6027\u3068\u30e6\u30fc\u30b6\u30fc\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u3092\u6e2c\u5b9a\u3059\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u30e1\u30c8\u30ea\u30c3\u30af\u3067\u3059\u3002 \u8981\u6c42\u306e\u5fdc\u7b54\u6642\u9593\u3092\u76e3\u8996\u3059\u308b\u3053\u3068\u3067\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u3055\u307e\u3056\u307e\u306a\u8981\u6c42\u3092\u3069\u306e\u7a0b\u5ea6\u52b9\u7387\u7684\u306b\u51e6\u7406\u3057\u3066\u3044\u308b\u304b\u3092\u7406\u89e3\u3057\u3001\u6f5c\u5728\u7684\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u554f\u984c\u3092\u30bf\u30a4\u30e0\u30ea\u30fc\u306b\u7279\u5b9a\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a8\u30e9\u30fc\u7387: \u30a8\u30e9\u30fc\u7387\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u8981\u6c42\u3092\u51e6\u7406\u3059\u308b\u3068\u304d\u306b\u767a\u751f\u3059\u308b\u30a8\u30e9\u30fc\u306e\u5272\u5408\u3067\u3059\u3002 \u30a8\u30e9\u30fc\u7387\u3092\u76e3\u8996\u3059\u308b\u3053\u3068\u3067\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30a8\u30e9\u30fc\u306e\u50be\u5411\u3068\u983b\u5ea6\u3092\u8ffd\u8de1\u3057\u3001\u6f5c\u5728\u7684\u306a\u554f\u984c\u3092\u30bf\u30a4\u30e0\u30ea\u30fc\u306b\u7279\u5b9a\u3057\u3066\u89e3\u6c7a\u3067\u304d\u307e\u3059\u3002 \u30a8\u30e9\u30fc\u7387\u304c\u9ad8\u3044\u5834\u5408\u306f\u3001\u8ad6\u7406\u30a8\u30e9\u30fc\u3001\u30ea\u30bd\u30fc\u30b9\u4e0d\u8db3\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u969c\u5bb3\u306a\u3069\u306e\u554f\u984c\u3092\u793a\u3057\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30ea\u30bd\u30fc\u30b9\u4f7f\u7528\u7387: \u30ea\u30bd\u30fc\u30b9\u4f7f\u7528\u7387\u3068\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u4f7f\u7528\u3055\u308c\u308b\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30ea\u30bd\u30fc\u30b9\u3001\u30e1\u30e2\u30ea\u3001\u30c7\u30a3\u30b9\u30af\u9818\u57df\u306a\u3069\u306e\u4f7f\u7528\u7387\u3092\u6307\u3057\u307e\u3059\u3002 \u30ea\u30bd\u30fc\u30b9\u4f7f\u7528\u7387\u3092\u76e3\u8996\u3059\u308b\u3053\u3068\u3067\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30ea\u30bd\u30fc\u30b9\u6d88\u8cbb\u91cf\u3092\u7406\u89e3\u3057\u3001\u30ea\u30bd\u30fc\u30b9\u306e\u30cb\u30fc\u30ba\u3092\u4e88\u6e2c\u304a\u3088\u3073\u8a08\u753b\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30ea\u30bd\u30fc\u30b9\u5272\u308a\u5f53\u3066\u3068\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u3092\u6700\u9069\u5316\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30af\u30a8\u30ea\u6642\u9593: \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30af\u30a8\u30ea\u6642\u9593\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u5bfe\u8a71\u3057\u3066\u30af\u30a8\u30ea\u3092\u5b9f\u884c\u3059\u308b\u306e\u306b\u304b\u304b\u308b\u6642\u9593\u3067\u3059\u3002 \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30af\u30a8\u30ea\u6642\u9593\u3092\u76e3\u8996\u3059\u308b\u3053\u3068\u3067\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u3069\u308c\u3060\u3051\u52b9\u7387\u7684\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u3044\u308b\u304b\u3092\u7406\u89e3\u3057\u3001\u4f4e\u901f\u306a\u30af\u30a8\u30ea\u3084\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u4f5c\u6210\u306e\u554f\u984c\u3092\u30bf\u30a4\u30e0\u30ea\u30fc\u306b\u7279\u5b9a\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 \u30af\u30a8\u30ea\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u6700\u9069\u5316\u3055\u308c\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5fdc\u7b54\u6027\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u547c\u3073\u51fa\u3057\u6642\u9593: \u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u547c\u3073\u51fa\u3057\u6642\u9593\u3068\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u3092\u547c\u3073\u51fa\u3059\u6642\u523b\u3092\u6307\u3057\u307e\u3059\u3002 \u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u306e\u547c\u3073\u51fa\u3057\u6642\u9593\u3092\u76e3\u8996\u3059\u308b\u3053\u3068\u3067\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u3068\u5bfe\u8a71\u3059\u308b\u52b9\u7387\u3092\u628a\u63e1\u3057\u3001\u6f5c\u5728\u7684\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u554f\u984c\u3092\u30bf\u30a4\u30e0\u30ea\u30fc\u306b\u7279\u5b9a\u3067\u304d\u307e\u3059\u3002 \u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u547c\u3073\u51fa\u3057\u304c\u9045\u3044\u304b\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u3059\u308b\u3068\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5f85\u6a5f\u6642\u9593\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u4f4e\u4e0b\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u540c\u6642\u63a5\u7d9a\u6570: \u540c\u6642\u63a5\u7d9a\u6570\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u540c\u6642\u306b\u63a5\u7d9a\u3055\u308c\u3066\u3044\u308b\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u307e\u305f\u306f\u30e6\u30fc\u30b6\u30fc\u306e\u6570\u3067\u3059\u3002 \u540c\u6642\u63a5\u7d9a\u306e\u6570\u3092\u76e3\u8996\u3059\u308b\u3053\u3068\u3067\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u8ca0\u8377\u3068\u5bb9\u91cf\u306e\u8981\u4ef6\u3092\u628a\u63e1\u3067\u304d\u307e\u3059\u3002 \u540c\u6642\u63a5\u7d9a\u6570\u304c\u591a\u3044\u3068\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u4f4e\u4e0b\u3084\u5fdc\u7b54\u306e\u9045\u5ef6\u304c\u767a\u751f\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u305f\u3081\u3001\u76e3\u8996\u3057\u3001\u9069\u5207\u306a\u8abf\u6574\u3068\u6700\u9069\u5316\u3092\u30bf\u30a4\u30e0\u30ea\u30fc\u306b\u884c\u3046\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/li>\n\n\n\n<li>\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf: \u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u3068\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u3088\u3063\u3066\u4f7f\u7528\u3055\u308c\u308b\u30e1\u30e2\u30ea\u306e\u91cf\u3092\u6307\u3057\u307e\u3059\u3002 \u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u3092\u76e3\u8996\u3059\u308b\u3053\u3068\u3067\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30e1\u30e2\u30ea\u306e\u30cb\u30fc\u30ba\u3068\u50be\u5411\u3092\u7406\u89e3\u3057\u3001\u30e1\u30e2\u30ea\u30ea\u30fc\u30af\u3084\u904e\u5270\u6d88\u8cbb\u3092\u30bf\u30a4\u30e0\u30ea\u30fc\u306b\u30ad\u30e3\u30c3\u30c1\u3067\u304d\u307e\u3059\u3002 \u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u3092\u9069\u5207\u306b\u7ba1\u7406\u3059\u308b\u3053\u3068\u3067\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u5b89\u5b9a\u6027\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u3053\u308c\u3089\u306f\u4e00\u822c\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30e1\u30c8\u30ea\u30c3\u30af\u306e\u307b\u3093\u306e\u4e00\u90e8\u3067\u3059\u304c\u3001\u76e3\u8996\u3059\u308b\u4ed6\u306e\u591a\u304f\u306e\u30e1\u30c8\u30ea\u30c3\u30af\u304c\u3042\u308a\u307e\u3059<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=2591\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"\u5229\u7528\u8005\"\/><\/figure>\n\n\n\n<p>\u30c1\u30e3\u30c3\u30c8GPT\u3092\u7d9a\u3051\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u7279\u5b9a\u306e\u30cb\u30fc\u30ba\u3068\u30c6\u30af\u30ce\u30ed\u30b8 \u30b9\u30bf\u30c3\u30af\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002 DataDog APM \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u3055\u307e\u3056\u307e\u306a\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u53ce\u96c6\u304a\u3088\u3073\u76e3\u8996\u3057\u3001DataDog \u306e\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3068\u30a2\u30e9\u30fc\u30e0\u6a5f\u80fd\u3092\u4f7f\u7528\u3057\u3066\u8996\u899a\u5316\u3068\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30a2\u30e9\u30fc\u30c8\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>DataDog APM \u3092\u7d71\u5408\u3059\u308b\u5834\u5408\u3001\u3053\u308c\u3089\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u53ce\u96c6\u3059\u308b\u3088\u3046\u306b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u307e\u305f\u306f\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u8a2d\u5b9a\u3067\u304d\u307e\u3059\u3002 \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u8981\u6c42\u5fdc\u7b54\u6642\u9593\u3001\u30a8\u30e9\u30fc\u7387\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30af\u30a8\u30ea\u6642\u9593\u306a\u3069\u306e\u30e1\u30c8\u30ea\u30c3\u30af\u3092\u81ea\u52d5\u7684\u306b\u53ce\u96c6\u3057\u307e\u3059\u3002 \u7279\u5b9a\u306e\u30e1\u30c8\u30ea\u30c3\u30af\u306b\u3064\u3044\u3066\u306f\u3001\u9069\u5207\u306a\u30de\u30fc\u30af\u30a2\u30c3\u30d7\u3068\u30b3\u30e1\u30f3\u30c8\u3092\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3 \u30b3\u30fc\u30c9\u306b\u8ffd\u52a0\u3057\u3066\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6e2c\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>DataDog \u30b3\u30f3\u30bd\u30fc\u30eb\u306e\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u6a5f\u80fd\u3067\u306f\u3001\u9078\u629e\u3057\u305f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u6307\u6a19\u3092\u76e3\u8996\u3059\u308b\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002 \u9069\u5207\u306a\u30b0\u30e9\u30d5\u306e\u7a2e\u985e\u3001\u6642\u9593\u7bc4\u56f2\u3001\u304a\u3088\u3073\u96c6\u8a08\u95a2\u6570\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u3067\u3001\u3053\u308c\u3089\u306e\u30e1\u30c8\u30ea\u30c3\u30af\u306e\u50be\u5411\u3068\u5909\u5316\u3092\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u8868\u793a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3055\u3089\u306b\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9 \u30e1\u30c8\u30ea\u30c3\u30af\u304c\u4e8b\u524d\u8a2d\u5b9a\u3055\u308c\u305f\u3057\u304d\u3044\u5024\u3092\u8d85\u3048\u305f\u3068\u304d\u306b\u901a\u77e5\u3092\u53d7\u4fe1\u3059\u308b\u3088\u3046\u306b\u30a2\u30e9\u30fc\u30c8 \u30eb\u30fc\u30eb\u3092\u8a2d\u5b9a\u3067\u304d\u307e\u3059\u3002 \u5fc5\u8981\u306b\u5fdc\u3058\u3066\u3001\u8981\u6c42\u306e\u5fdc\u7b54\u6642\u9593\u3001\u30a8\u30e9\u30fc\u7387\u3001\u307e\u305f\u306f\u305d\u306e\u4ed6\u306e\u7279\u5b9a\u306e\u30e1\u30c8\u30ea\u30c3\u30af\u3092\u76e3\u8996\u3057\u3001\u3057\u304d\u3044\u5024\u306b\u9054\u3057\u305f\u308a\u8d85\u3048\u305f\u308a\u3057\u305f\u3068\u304d\u306b\u901a\u77e5\u3092\u53d7\u3051\u53d6\u308b\u30a2\u30e9\u30fc\u30c8 \u30eb\u30fc\u30eb\u3092\u8a2d\u5b9a\u3057\u3066\u3001\u8fc5\u901f\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u8981\u7d04\u3059\u308b\u3068\u3001DataDog APM\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u5fdc\u7b54\u6642\u9593\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30af\u30a8\u30ea\u6642\u9593\u3001\u30a8\u30e9\u30fc\u7387\u306a\u3069\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30e1\u30c8\u30ea\u30c3\u30af\u3092\u5305\u62ec\u7684\u306b\u76e3\u8996\u304a\u3088\u3073\u5206\u6790\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u6b63\u5e38\u6027\u3092\u7406\u89e3\u3057\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6700\u9069\u5316\u3057\u3001\u512a\u308c\u305f\u30e6\u30fc\u30b6\u30fc \u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=2591\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"\u5229\u7528\u8005\"\/><\/figure>\n\n\n\n<p>ChatGPT\u306e\u69cb\u6210\u30ed\u30b0\u53ce\u96c6\u3068\u96c6\u4e2d\u30b9\u30c8\u30ec\u30fc\u30b8\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e<\/p>\n\n\n\n<p>\u30ed\u30b0\u53ce\u96c6\u3068\u96c6\u4e2d\u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u69cb\u6210\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3 \u30ed\u30b0\u306e\u7ba1\u7406\u3068\u53d6\u5f97\u3092\u78ba\u4fdd\u3059\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u624b\u9806\u3067\u3059\u3002 \u8a73\u7d30\u306a\u69cb\u6210\u30d7\u30ed\u30bb\u30b9\u3092\u6b21\u306b\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u9069\u5207\u306a\u30ed\u30b0\u53ce\u96c6\u30c4\u30fc\u30eb\u3092\u9078\u629e\u3059\u308b: \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u9069\u3057\u305f\u30ed\u30b0\u53ce\u96c6\u30c4\u30fc\u30eb\u3092\u9078\u629e\u3057\u307e\u3059\u3002 DataDog \u306f\u3001\u30ed\u30b0\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3001\u4fdd\u5b58\u3001\u5206\u6790\u3092\u5bb9\u6613\u306b\u3059\u308b\u30ed\u30b0\u7ba1\u7406\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 DataDog \u304c\u63d0\u4f9b\u3059\u308b\u30ed\u30b0\u30e9\u30a4\u30d6\u30e9\u30ea\u3084\u3001Fluentd\u3001Logstash \u306a\u3069\u306e\u4ed6\u306e\u30ed\u30b0\u53ce\u96c6\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30ed\u30b0\u9001\u4fe1\u306e\u69cb\u6210: \u9078\u629e\u3057\u305f\u30ed\u30b0\u53ce\u96c6\u30c4\u30fc\u30eb\u306b\u5fdc\u3058\u3066\u3001\u6307\u5b9a\u3057\u305f\u5b9b\u5148\u306b\u30ed\u30b0\u3092\u9001\u4fe1\u3059\u308b\u3088\u3046\u306b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u6210\u3057\u307e\u3059\u3002 \u3053\u308c\u306b\u306f\u901a\u5e38\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30b3\u30fc\u30c9\u306b\u9069\u5207\u306a\u30ed\u30b0\u30b9\u30c8\u30a2\u3068\u69cb\u6210\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u8ffd\u52a0\u3057\u3066\u3001\u9001\u4fe1\u5148\u306e\u30ed\u30b0\u30b5\u30fc\u30d0\u30fc\u306e\u30a2\u30c9\u30ec\u30b9\u3068\u30dd\u30fc\u30c8\u3092\u6307\u5b9a\u3059\u308b\u3053\u3068\u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30ed\u30b0\u5f62\u5f0f\u3068\u30bf\u30b0\u3092\u5b9a\u7fa9\u3059\u308b: \u30ed\u30b0\u9001\u4fe1\u69cb\u6210\u3067\u306f\u3001\u30ed\u30b0\u306e\u5f62\u5f0f\u3068\u30bf\u30b0\u3092\u5b9a\u7fa9\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u306f\u3001\u305d\u306e\u5f8c\u306e\u53d6\u5f97\u3068\u5206\u6790\u306e\u305f\u3081\u306b\u30ed\u30b0\u30c7\u30fc\u30bf\u3092\u69cb\u9020\u5316\u304a\u3088\u3073\u6a19\u6e96\u5316\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002 \u6b63\u898f\u8868\u73fe\u3001\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3001\u307e\u305f\u306f\u305d\u306e\u4ed6\u306e\u624b\u6bb5\u3092\u4f7f\u7528\u3057\u3066\u3001\u30ed\u30b0\u5f62\u5f0f\u3068\u30bf\u30b0\u3092\u5b9a\u7fa9\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30ed\u30b0 \u30b3\u30ec\u30af\u30bf\u30fc\u3092\u69cb\u6210\u3059\u308b: \u30ed\u30b0\u53ce\u96c6\u30c4\u30fc\u30eb\u306e\u69cb\u6210\u3067\u3001\u53ce\u96c6\u3059\u308b\u30ed\u30b0\u306e\u30bd\u30fc\u30b9\u3068\u5b9b\u5148\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002 \u7279\u5b9a\u306e\u30ed\u30b0 \u30d5\u30a1\u30a4\u30eb\u3001\u30ed\u30b0 \u30b9\u30c8\u30ea\u30fc\u30e0\u3001\u307e\u305f\u306f\u30ed\u30b0 \u30d5\u30a9\u30eb\u30c0\u30fc\u304b\u3089\u306e\u30ed\u30b0\u306e\u53ce\u96c6\u3092\u69cb\u6210\u3067\u304d\u307e\u3059\u3002 \u30d5\u30a3\u30eb\u30bf\u30fc\u3092\u8a2d\u5b9a\u3057\u3066\u3001\u76ee\u7684\u306e\u30ed\u30b0\u30a4\u30d9\u30f3\u30c8\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30ed\u30b0\u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u69cb\u6210: \u53ce\u96c6\u3055\u308c\u305f\u30ed\u30b0\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u5834\u6240\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002 \u30ed\u30b0\u30c7\u30fc\u30bf\u3092\u30ed\u30fc\u30ab\u30eb\u30b5\u30fc\u30d0\u30fc\u306b\u4fdd\u5b58\u3059\u308b\u304b\u3001DataDog \u306a\u3069\u306e\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306e\u30ed\u30b0\u30b9\u30c8\u30ec\u30fc\u30b8\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u4f7f\u7528\u3059\u308b\u304b\u3092\u9078\u629e\u3067\u304d\u307e\u3059\u3002 \u30b9\u30c8\u30ec\u30fc\u30b8\u30d1\u30b9\u3001\u30c7\u30fc\u30bf\u4fdd\u6301\u671f\u9593\u3001\u30c7\u30fc\u30bf\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u30dd\u30ea\u30b7\u30fc\u306a\u3069\u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u8a2d\u5b9a\u3092\u69cb\u6210\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3068\u30bf\u30b0\u3092\u5b9a\u7fa9\u3059\u308b: \u30ed\u30b0\u30c7\u30fc\u30bf\u3092\u3088\u308a\u9069\u5207\u306b\u6574\u7406\u304a\u3088\u3073\u53d6\u5f97\u3059\u308b\u305f\u3081\u306b\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3068\u30bf\u30b0\u3092\u5b9a\u7fa9\u3067\u304d\u307e\u3059\u3002 \u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306f\u30ed\u30b0\u30c7\u30fc\u30bf\u306e\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u4f5c\u6210\u3068\u691c\u7d22\u3092\u884c\u3046\u30ad\u30fc\u30ef\u30fc\u30c9\u3067\u3042\u308a\u3001\u30bf\u30b0\u306f\u30ed\u30b0\u30a4\u30d9\u30f3\u30c8\u306b\u6dfb\u4ed8\u3055\u308c\u305f\u30e1\u30bf\u30c7\u30fc\u30bf\u3067\u3059\u3002 \u3053\u308c\u3089\u306f\u3001\u95a2\u5fc3\u306e\u3042\u308b\u30ed\u30b0\u30c7\u30fc\u30bf\u3092\u3059\u3070\u3084\u304f\u898b\u3064\u3051\u3066\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30ed\u30b0\u306e\u691c\u7d22\u3068\u30af\u30a8\u30ea\u3092\u69cb\u6210\u3059\u308b: \u9078\u629e\u3057\u305f\u30ed\u30b0\u7ba1\u7406\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u307e\u305f\u306f\u30c4\u30fc\u30eb\u306b\u3088\u3063\u3066\u63d0\u4f9b\u3055\u308c\u308b\u691c\u7d22\u3068\u30af\u30a8\u30ea\u306e\u6a5f\u80fd\u3092\u69cb\u6210\u3057\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u30af\u30a8\u30ea\u8a00\u8a9e\u3001\u30d5\u30a3\u30eb\u30bf\u30fc\u3001\u304a\u3088\u3073\u6642\u9593\u7bc4\u56f2\u3092\u4f7f\u7528\u3057\u3066\u30ed\u30b0\u30c7\u30fc\u30bf\u3092\u691c\u7d22\u304a\u3088\u3073\u5206\u6790\u3067\u304d\u307e\u3059\u3002 \u30ad\u30fc\u30ef\u30fc\u30c9\u3001\u30bf\u30a4\u30e0\u30b9\u30bf\u30f3\u30d7\u3001\u30bf\u30b0\u306a\u3069\u306b\u3088\u308b\u9ad8\u5ea6\u306a\u691c\u7d22\u3068\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a2\u30e9\u30fc\u30e0\u3068\u901a\u77e5\u3092\u8a2d\u5b9a\u3059\u308b: \u5fc5\u8981\u306b\u5fdc\u3058\u3066\u3001\u30ed\u30b0\u30a2\u30e9\u30fc\u30e0\u30eb\u30fc\u30eb\u3068\u901a\u77e5\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002 \u3053\u308c\u306f\u3001\u7279\u5b9a\u306e\u6761\u4ef6\u3092\u6e80\u305f\u3059\u30ed\u30b0\u30a4\u30d9\u30f3\u30c8\u304c\u767a\u751f\u3057\u305f\u3068\u304d\u306b\u30a2\u30e9\u30fc\u30c8\u901a\u77e5\u3092\u53d7\u4fe1\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002 \u3057\u304d\u3044\u5024\u3092\u8d85\u3048\u308b\u30a8\u30e9\u30fc \u30ed\u30b0\u306e\u6570\u3001\u7279\u5b9a\u306e\u30ad\u30fc\u30ef\u30fc\u30c9\u306e\u51fa\u73fe\u306a\u3069\u306e\u30a2\u30e9\u30fc\u30c8 \u30eb\u30fc\u30eb\u3092\u69cb\u6210\u3057\u3066\u3001\u554f\u984c\u3092\u7279\u5b9a\u3057\u3066\u30bf\u30a4\u30e0\u30ea\u30fc\u306b\u5bfe\u51e6\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u76e3\u8996\u3068\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9:\u5b9a\u671f\u7684\u306a\u76e3\u8996<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=2591\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"\u5229\u7528\u8005\"\/><\/figure>\n\n\n\n<p>\u30c1\u30e3\u30c3\u30c8GPT\u3092\u7d9a\u3051\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>\u30ed\u30b0\u306e\u53ce\u96c6\u3068\u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u69cb\u6210\u3092\u5236\u5fa1\u304a\u3088\u3073\u7dad\u6301\u3057\u3066\u3001\u9069\u5207\u306a\u64cd\u4f5c\u3068\u30c7\u30fc\u30bf\u306e\u6574\u5408\u6027\u3092\u78ba\u4fdd\u3057\u307e\u3059\u3002 \u6b21\u306e\u624b\u9806\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30ed\u30b0 \u30c7\u30fc\u30bf \u30d5\u30ed\u30fc\u306e\u76e3\u8996: \u30ed\u30b0\u53ce\u96c6\u30c4\u30fc\u30eb\u3068\u30b5\u30fc\u30d3\u30b9\u306e\u5b9f\u884c\u72b6\u614b\u3092\u5b9a\u671f\u7684\u306b\u30c1\u30a7\u30c3\u30af\u3057\u3066\u3001\u30ed\u30b0 \u30c7\u30fc\u30bf\u304c\u6b63\u5e38\u306b\u6d41\u308c\u3001\u5931\u308f\u308c\u305f\u308a\u4e2d\u65ad\u3055\u308c\u305f\u308a\u3057\u3066\u3044\u306a\u3044\u3053\u3068\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002 \u30ed\u30b0\u306b\u3088\u3063\u3066\u53ce\u96c6\u3055\u308c\u305f\u30ed\u30b0 \u30d5\u30a1\u30a4\u30eb\u307e\u305f\u306f\u30b9\u30c8\u30ea\u30fc\u30e0\u306e\u30b5\u30a4\u30ba\u3068\u5897\u52a0\u3092\u76e3\u8996\u3057\u3066\u3001\u30bf\u30a4\u30e0\u30ea\u30fc\u306a\u5bb9\u91cf\u8a08\u753b\u3068\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3092\u884c\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3068\u56de\u5fa9: \u9069\u5207\u306a\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u6226\u7565\u3092\u5b9f\u88c5\u3057\u3001\u30ed\u30b0 \u30c7\u30fc\u30bf\u3092\u5b9a\u671f\u7684\u306b\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3057\u3066\u3001\u30c7\u30fc\u30bf\u306e\u640d\u5931\u3092\u9632\u304e\u307e\u3059\u3002 \u30d0\u30c3\u30af\u30a2\u30c3\u30d7 \u30c7\u30fc\u30bf\u306e\u6574\u5408\u6027\u3068\u4fe1\u983c\u6027\u3092\u78ba\u4fdd\u3057\u3001\u56de\u5fa9\u624b\u9806\u3092\u30c6\u30b9\u30c8\u3057\u3066\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u306e\u53ef\u7528\u6027\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u306e\u4fdd\u6301\u3068\u30af\u30ec\u30f3\u30b8\u30f3\u30b0: \u898f\u5236\u8981\u4ef6\u307e\u305f\u306f\u30d3\u30b8\u30cd\u30b9 \u30cb\u30fc\u30ba\u306b\u57fa\u3065\u3044\u3066\u30ed\u30b0 \u30c7\u30fc\u30bf\u3092\u4fdd\u6301\u3059\u308b\u671f\u9593\u3092\u6c7a\u5b9a\u3059\u308b\u30c7\u30fc\u30bf\u4fdd\u6301\u30dd\u30ea\u30b7\u30fc\u3092\u958b\u767a\u3057\u307e\u3059\u3002 \u671f\u9650\u5207\u308c\u306e\u30ed\u30b0\u30c7\u30fc\u30bf\u3092\u5b9a\u671f\u7684\u306b\u30af\u30ea\u30fc\u30f3\u30a2\u30c3\u30d7\u3057\u3066\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u30d5\u30c3\u30c8\u30d7\u30ea\u30f3\u30c8\u3092\u524a\u6e1b\u3057\u3001\u826f\u597d\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u7dad\u6301\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u6700\u9069\u5316: \u30ed\u30b0\u306e\u53ce\u96c6\u3068\u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6700\u9069\u5316\u3057\u3066\u3001\u30b7\u30b9\u30c6\u30e0\u304c\u5927\u91cf\u306e\u30ed\u30b0 \u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002 \u30b9\u30c8\u30ec\u30fc\u30b8\u30a8\u30f3\u30b8\u30f3\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u4f5c\u6210\u6226\u7565\u3001\u30af\u30a8\u30ea\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6700\u9069\u5316\u3057\u3066\u3001\u30c7\u30fc\u30bf\u53d6\u5f97\u306e\u901f\u5ea6\u3068\u52b9\u7387\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30ed\u30b0\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3: \u6a5f\u5bc6\u6027\u306e\u9ad8\u3044\u30ed\u30b0\u30c7\u30fc\u30bf\u3092\u4fdd\u8b77\u3059\u308b\u305f\u3081\u306e\u9069\u5207\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u3092\u5b9f\u88c5\u3057\u307e\u3059\u3002 \u6697\u53f7\u5316\u3055\u308c\u305f\u30c8\u30e9\u30f3\u30b9\u30dd\u30fc\u30c8 \u30d7\u30ed\u30c8\u30b3\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u30ed\u30b0 \u30c7\u30fc\u30bf\u306e\u9001\u4fe1\u3001\u30a2\u30af\u30bb\u30b9\u306e\u5236\u9650\u3001\u6f5c\u5728\u7684\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u8105\u5a01\u306e\u76e3\u8996\u3092\u884c\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30ed\u30b0\u5206\u6790\u3068\u30ec\u30dd\u30fc\u30c8: \u30ed\u30b0\u7ba1\u7406\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u307e\u305f\u306f\u30c4\u30fc\u30eb\u306b\u3088\u3063\u3066\u63d0\u4f9b\u3055\u308c\u308b\u5206\u6790\u304a\u3088\u3073\u30ec\u30dd\u30fc\u30c8\u6a5f\u80fd\u3092\u4f7f\u7528\u3057\u3066\u3001\u30ed\u30b0 \u30c7\u30fc\u30bf\u3092\u6df1\u304f\u6398\u308a\u4e0b\u3052\u3001\u6f5c\u5728\u7684\u306a\u554f\u984c\u3001\u50be\u5411\u3001\u7570\u5e38\u3092\u691c\u51fa\u3057\u307e\u3059\u3002 \u30c8\u30ec\u30f3\u30c9\u5206\u6790\u3068\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u610f\u601d\u6c7a\u5b9a\u306e\u305f\u3081\u306e\u5b9a\u671f\u7684\u306a\u30ec\u30dd\u30fc\u30c8\u3068\u8996\u899a\u5316\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u30ed\u30b0\u53ce\u96c6\u3068\u96c6\u4e2d\u30b9\u30c8\u30ec\u30fc\u30b8\u3092\u69cb\u6210\u3059\u308b\u3053\u3068\u3067\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3 \u30ed\u30b0\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u4e00\u5143\u7684\u306b\u7ba1\u7406\u3001\u53d6\u5f97\u3001\u5206\u6790\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u554f\u984c\u3092\u3059\u3070\u3084\u304f\u7279\u5b9a\u3057\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6700\u9069\u5316\u3057\u3001\u898f\u5236\u304a\u3088\u3073\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u8981\u4ef6\u3092\u6e80\u305f\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=2591\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"\u5229\u7528\u8005\"\/><\/figure>\n\n\n\n<p>\u30ed\u30b0\u30d5\u30a3\u30eb\u30bf\u30fc\u3068\u691c\u7d22\u30af\u30a8\u30eaChatGPT\u306e\u5b9a\u7fa9\u3068\u9069\u7528\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>\u30ed\u30b0\u306e\u7ba1\u7406\u3068\u5206\u6790\u3067\u306f\u3001\u30ed\u30b0 \u30d5\u30a3\u30eb\u30bf\u30fc\u3068\u691c\u7d22\u30af\u30a8\u30ea\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u306f\u3001\u76ee\u7684\u306e\u30ed\u30b0 \u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u30d5\u30a3\u30eb\u30bf\u30fc\u51e6\u7406\u3057\u3066\u53d6\u5f97\u3059\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u30c4\u30fc\u30eb\u3067\u3059\u3002 \u6b21\u306b\u3001\u30ed\u30b0\u30d5\u30a3\u30eb\u30bf\u30fc\u3068\u691c\u7d22\u30af\u30a8\u30ea\u306e\u8a73\u7d30\u306a\u8aac\u660e\u3068\u9069\u7528\u3092\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u30ed\u30b0\u30d5\u30a3\u30eb\u30bf:\n<ul class=\"wp-block-list\">\n<li>\u5b9a\u7fa9: \u30ed\u30b0\u30d5\u30a3\u30eb\u30bf\u306f\u3001\u7279\u5b9a\u306e\u6761\u4ef6\u3092\u6e80\u305f\u3059\u30ed\u30b0\u30a4\u30d9\u30f3\u30c8\u3092\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3057\u3066\u9078\u629e\u3059\u308b\u30eb\u30fc\u30eb\u307e\u305f\u306f\u6761\u4ef6\u3067\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u30ad\u30fc\u30ef\u30fc\u30c9\u3001\u30d5\u30a3\u30fc\u30eb\u30c9\u3001\u6642\u9593\u7bc4\u56f2\u3001\u304a\u3088\u3073\u305d\u306e\u4ed6\u306e\u6761\u4ef6\u3092\u6307\u5b9a\u3057\u3066\u3001\u53d6\u5f97\u3059\u308b\u30ed\u30b0\u30c7\u30fc\u30bf\u306e\u7bc4\u56f2\u3092\u7d5e\u308a\u8fbc\u3080\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u9069\u7528: \u30ed\u30b0 \u30d5\u30a3\u30eb\u30bf\u30fc\u3092\u4f7f\u7528\u3057\u3066\u3001\u6b21\u306e\u30d5\u30a3\u30eb\u30bf\u30fc\u3092\u9069\u7528\u3067\u304d\u307e\u3059\u3002\n<ul class=\"wp-block-list\">\n<li>\u30ad\u30fc\u30ef\u30fc\u30c9\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0: \u30ad\u30fc\u30ef\u30fc\u30c9\u307e\u305f\u306f\u30d5\u30ec\u30fc\u30ba\u3092\u4f7f\u7528\u3057\u3066\u30ed\u30b0\u3092\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3057\u3001\u7279\u5b9a\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u542b\u3080\u30ed\u30b0\u30a4\u30d9\u30f3\u30c8\u306e\u307f\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u6642\u9593\u7bc4\u56f2\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0: \u6307\u5b9a\u3057\u305f\u6642\u9593\u7bc4\u56f2\u5185\u306b\u751f\u6210\u3055\u308c\u305f\u30ed\u30b0\u306e\u307f\u3092\u53d6\u5f97\u3059\u308b\u3088\u3046\u306b\u30ed\u30b0\u30a4\u30d9\u30f3\u30c8\u306e\u6642\u9593\u7bc4\u56f2\u3092\u5236\u9650\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30ed\u30b0\u30ec\u30d9\u30eb\u306e\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0:\u30ed\u30b0\u30ec\u30d9\u30eb(\u30a8\u30e9\u30fc\u3001\u8b66\u544a\u3001\u60c5\u5831\u306a\u3069)\u306b\u57fa\u3065\u3044\u3066\u30ed\u30b0\u30a4\u30d9\u30f3\u30c8\u3092\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3057\u3001\u7279\u5b9a\u306e\u30ec\u30d9\u30eb\u306e\u30ed\u30b0\u306e\u307f\u304c\u53d6\u5f97\u3055\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30bf\u30b0\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0: \u30ed\u30b0\u30a4\u30d9\u30f3\u30c8\u306b\u6dfb\u4ed8\u3055\u308c\u305f\u30bf\u30b0\u307e\u305f\u306f\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u30ed\u30b0\u3092\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3057\u3001\u7279\u5b9a\u306e\u30bf\u30b0\u306e\u30ed\u30b0\u306e\u307f\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30ab\u30b9\u30bf\u30e0\u30d5\u30a3\u30fc\u30eb\u30c9\u306e\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0: \u30ab\u30b9\u30bf\u30e0\u30d5\u30a3\u30fc\u30eb\u30c9\u307e\u305f\u306f\u5c5e\u6027\u306b\u57fa\u3065\u3044\u3066\u30ed\u30b0\u3092\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3057\u3001\u7279\u5b9a\u306e\u6761\u4ef6\u3092\u6e80\u305f\u3059\u30ed\u30b0\u30a4\u30d9\u30f3\u30c8\u306e\u307f\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u691c\u7d22\u30af\u30a8\u30ea:\n<ul class=\"wp-block-list\">\n<li>\u5b9a\u7fa9: \u691c\u7d22\u30af\u30a8\u30ea\u306f\u3001\u7279\u5b9a\u306e\u69cb\u6587\u3068\u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u3092\u4f7f\u7528\u3057\u3066\u3001\u7279\u5b9a\u306e\u6761\u4ef6\u3092\u6e80\u305f\u3059\u30ed\u30b0\u30a4\u30d9\u30f3\u30c8\u3092\u691c\u7d22\u3057\u3066\u53d6\u5f97\u3059\u308b\u65b9\u6cd5\u3067\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u8907\u96d1\u306a\u30af\u30a8\u30ea \u30ed\u30b8\u30c3\u30af\u3092\u69cb\u7bc9\u3057\u3066\u3001\u5927\u91cf\u306e\u30ed\u30b0 \u30c7\u30fc\u30bf\u304b\u3089\u76ee\u7684\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u62bd\u51fa\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a2\u30d7\u30ea: \u691c\u7d22\u30af\u30a8\u30ea\u3092\u4f7f\u7528\u3057\u3066\u3001\u6b21\u306e\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\n<ul class=\"wp-block-list\">\n<li>\u6761\u4ef6\u4ed8\u304d\u30af\u30a8\u30ea: \u7279\u5b9a\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u306e\u5024\u3001\u6b63\u898f\u8868\u73fe\u306e\u4e00\u81f4\u3001\u8ad6\u7406\u30a2\u30af\u30b7\u30e7\u30f3\u306a\u3069\u306e\u7279\u5b9a\u306e\u6761\u4ef6\u306b\u57fa\u3065\u3044\u3066\u30ed\u30b0\u30a4\u30d9\u30f3\u30c8\u3092\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3057\u3066\u7167\u5408\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u96c6\u8a08\u30af\u30a8\u30ea: \u30ab\u30a6\u30f3\u30c8\u3001\u5408\u8a08\u3001\u5e73\u5747\u306a\u3069\u306e\u96c6\u8a08\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u30ed\u30b0\u30a4\u30d9\u30f3\u30c8\u3092\u96c6\u8a08\u3057\u3001\u7d71\u8a08\u7d50\u679c\u3068\u6982\u8981\u3092\u751f\u6210\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u4e26\u3079\u66ff\u3048\u3068\u30b0\u30eb\u30fc\u30d7\u5316: \u53d6\u5f97\u3057\u305f\u30ed\u30b0\u30a4\u30d9\u30f3\u30c8\u3092\u4e26\u3079\u66ff\u3048\u3066\u30b0\u30eb\u30fc\u30d7\u5316\u3057\u3001\u7279\u5b9a\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u307e\u305f\u306f\u6761\u4ef6\u3067\u30b0\u30eb\u30fc\u30d7\u5316\u304a\u3088\u3073\u4e26\u3079\u66ff\u3048\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30af\u30ed\u30b9\u30ed\u30b0\u30d5\u30a1\u30a4\u30eb\u30af\u30a8\u30ea: \u8907\u6570\u306e\u30ed\u30b0\u30d5\u30a1\u30a4\u30eb\u307e\u305f\u306f\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306b\u5bfe\u3057\u3066\u30af\u30a8\u30ea\u3092\u5b9f\u884c\u3057\u3066\u3001\u95a2\u9023\u3059\u308b\u30ed\u30b0\u30a4\u30d9\u30f3\u30c8\u3092\u8981\u7d04\u304a\u3088\u3073\u5206\u6790\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u9ad8\u5ea6\u306a\u30af\u30a8\u30ea: \u30d6\u30fc\u30eb\u8ad6\u7406\u3001\u5165\u308c\u5b50\u306b\u306a\u3063\u305f\u30af\u30a8\u30ea\u3001\u6761\u4ef6\u306e\u7d44\u307f\u5408\u308f\u305b\u306a\u3069\u306e\u9ad8\u5ea6\u306a\u624b\u6cd5\u3092\u4f7f\u7528\u3057\u3066\u3001\u3088\u308a\u8907\u96d1\u3067\u8a73\u7d30\u306a\u691c\u7d22\u30af\u30a8\u30ea\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<p>\u30ed\u30b0\u30d5\u30a3\u30eb\u30bf\u3068\u691c\u7d22\u30af\u30a8\u30ea\u3092\u9069\u5207\u306b\u5b9a\u7fa9\u3057\u3066\u9069\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u76ee\u7684\u306e\u30ed\u30b0\u30c7\u30fc\u30bf\u3092\u3059\u3070\u3084\u304f\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3057\u3066\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u306f\u3001\u591a\u6570\u306e\u30ed\u30b0\u304b\u3089\u7279\u5b9a\u306e\u554f\u984c\u3092\u898b\u3064\u3051\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=2591\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"\u5229\u7528\u8005\"\/><\/figure>\n\n\n\n<p>\u30c1\u30e3\u30c3\u30c8GPT\u3092\u7d9a\u3051\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>\u30ed\u30b0\u306e\u50be\u5411\u3068\u30d1\u30bf\u30fc\u30f3\u3092\u5206\u6790\u3057\u3001\u305d\u308c\u3089\u304b\u3089\u8cb4\u91cd\u306a\u6d1e\u5bdf\u3092\u5f97\u307e\u3059\u3002 \u30ed\u30b0 \u30d5\u30a3\u30eb\u30bf\u30fc\u3068\u691c\u7d22\u30af\u30a8\u30ea\u3092\u4f7f\u7528\u3059\u308b\u305f\u3081\u306e\u5b9f\u969b\u306e\u30b7\u30ca\u30ea\u30aa\u3092\u6b21\u306b\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0: \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u969c\u5bb3\u304c\u767a\u751f\u3057\u305f\u308a\u3001\u554f\u984c\u304c\u767a\u751f\u3057\u305f\u308a\u3057\u305f\u5834\u5408\u306f\u3001\u30ed\u30b0 \u30d5\u30a3\u30eb\u30bf\u30fc\u3068\u691c\u7d22\u30af\u30a8\u30ea\u3092\u4f7f\u7528\u3057\u3066\u3001\u95a2\u9023\u3059\u308b\u30a8\u30e9\u30fc \u30ed\u30b0 \u30a4\u30d9\u30f3\u30c8\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u7279\u5b9a\u306e\u30a8\u30e9\u30fc \u30e1\u30c3\u30bb\u30fc\u30b8\u3001\u4f8b\u5916\u30b9\u30bf\u30c3\u30af \u30c8\u30ec\u30fc\u30b9\u3001\u307e\u305f\u306f\u30a8\u30e9\u30fc \u30b3\u30fc\u30c9\u3092\u30d5\u30a3\u30eb\u30bf\u30fc\u51e6\u7406\u3059\u308b\u3053\u3068\u3067\u3001\u554f\u984c\u306e\u6839\u672c\u539f\u56e0\u3092\u3059\u3070\u3084\u304f\u7279\u5b9a\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5206\u6790: \u30ed\u30b0 \u30d5\u30a3\u30eb\u30bf\u30fc\u3068\u691c\u7d22\u30af\u30a8\u30ea\u3092\u4f7f\u7528\u3057\u3066\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u95a2\u9023\u306e\u30ed\u30b0\u3092\u53d6\u5f97\u3057\u3066\u5206\u6790\u3067\u304d\u307e\u3059\u3002 \u305f\u3068\u3048\u3070\u3001\u8981\u6c42\u306e\u5fdc\u7b54\u6642\u9593\u304c\u4e8b\u524d\u8a2d\u5b9a\u3055\u308c\u305f\u3057\u304d\u3044\u5024\u3092\u8d85\u3048\u308b\u30ed\u30b0\u30a4\u30d9\u30f3\u30c8\u3092\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3057\u3066\u3001\u4f4e\u901f\u306e\u8981\u6c42\u3084\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3092\u7279\u5b9a\u3057\u3001\u3055\u3089\u306b\u6700\u9069\u5316\u3092\u884c\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u76e3\u67fb: \u30ed\u30b0\u306f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u76e3\u67fb\u306e\u91cd\u8981\u306a\u30bd\u30fc\u30b9\u3067\u3059\u3002 \u30ed\u30b0\u30d5\u30a3\u30eb\u30bf\u3068\u691c\u7d22\u30af\u30a8\u30ea\u3092\u4f7f\u7528\u3057\u3066\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30a4\u30d9\u30f3\u30c8\u3001\u7570\u5e38\u306a\u30ed\u30b0\u30a4\u30f3\u8a66\u884c\u3001\u307e\u305f\u306f\u6f5c\u5728\u7684\u306a\u653b\u6483\u306b\u95a2\u9023\u3059\u308b\u30ed\u30b0\u30a4\u30d9\u30f3\u30c8\u3092\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u306f\u3001\u6f5c\u5728\u7684\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ea\u30b9\u30af\u3068\u7570\u5e38\u306a\u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3\u3092\u7279\u5b9a\u3057\u3001\u9069\u5207\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u3092\u8b1b\u3058\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30d3\u30b8\u30cd\u30b9\u5206\u6790: \u30ed\u30b0\u306b\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u884c\u52d5\u3001\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3 \u30ec\u30b3\u30fc\u30c9\u306a\u3069\u3001\u30d3\u30b8\u30cd\u30b9 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\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30ea\u30bd\u30fc\u30b9\u4f7f\u7528\u7387\u3068\u8ca0\u8377\u30d1\u30bf\u30fc\u30f3\u3092\u7406\u89e3\u3067\u304d\u307e\u3059\u3002 \u30ed\u30b0 \u30d5\u30a3\u30eb\u30bf\u30fc\u3068\u691c\u7d22\u30af\u30a8\u30ea\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e1\u30e2\u30ea\u3001CPU\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af \u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u306a\u3069\u306b\u95a2\u3059\u308b\u30ed\u30b0 \u30a4\u30d9\u30f3\u30c8\u3092\u53d6\u5f97\u3057\u3066\u3001\u5bb9\u91cf\u8a08\u753b\u3068\u5c06\u6765\u306e\u30ea\u30bd\u30fc\u30b9 \u30cb\u30fc\u30ba\u306e\u4e88\u6e2c\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u898f\u5236\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9: \u4e00\u90e8\u306e\u696d\u754c\u3067\u306f\u3001\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u8981\u4ef6\u3092\u6e80\u305f\u3059\u305f\u3081\u306b\u30ed\u30b0 \u30c7\u30fc\u30bf\u306e\u9577\u671f\u4fdd\u5b58\u3068\u53d6\u5f97\u304c\u5fc5\u8981\u3067\u3059\u3002 \u30ed\u30b0 \u30d5\u30a3\u30eb\u30bf\u30fc\u3068\u691c\u7d22\u30af\u30a8\u30ea\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u76e3\u67fb\u3068\u30ec\u30dd\u30fc\u30c8\u306e\u76ee\u7684\u3067\u3001\u7279\u5b9a\u306e\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u57fa\u6e96\u3092\u6e80\u305f\u3059\u30ed\u30b0 \u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u304a\u3088\u3073\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u8981\u7d04\u3059\u308b\u3068\u3001\u30ed\u30b0\u30d5\u30a3\u30eb\u30bf\u30fc\u3068\u691c\u7d22\u30af\u30a8\u30ea\u3092\u9069\u5207\u306b\u5b9a\u7fa9\u3057\u3066\u9069\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30ed\u30b0\u30c7\u30fc\u30bf\u3092\u3088\u308a\u7c21\u5358\u306b\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3001\u53d6\u5f97\u3001\u5206\u6790\u3057\u3066\u3001\u8cb4\u91cd\u306a\u6d1e\u5bdf\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u554f\u984c\u3092\u8fc5\u901f\u306b\u7279\u5b9a\u3057\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6700\u9069\u5316\u3057\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u5f37\u5316\u3057\u3001\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u610f\u601d\u6c7a\u5b9a\u3068\u898f\u5236\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u3092\u30b5\u30dd\u30fc\u30c8\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=2591\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"\u5229\u7528\u8005\"\/><\/figure>\n\n\n\n<p>ChatGPT\u306e\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u30ed\u30b0\u30c7\u30fc\u30bf\u306e\u4f7f\u7528\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u5206\u6790\u306b\u30ed\u30b0 \u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u554f\u984c\u3092\u3059\u3070\u3084\u304f\u898b\u3064\u3051\u3066\u89e3\u6c7a\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u4e00\u822c\u7684\u306a\u65b9\u6cd5\u3067\u3059\u3002 \u8a73\u7d30\u306a\u624b\u9806\u3068\u65b9\u6cd5\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u30ed\u30b0 \u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3068\u4fdd\u5b58: \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30ed\u30b0\u304c\u6b63\u3057\u304f\u53ce\u96c6\u304a\u3088\u3073\u4fdd\u5b58\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002 \u30ed\u30b0\u7ba1\u7406\u30c4\u30fc\u30eb\u3001\u30ed\u30b0 \u30b3\u30ec\u30af\u30bf\u30fc\u3001\u307e\u305f\u306f\u30ed\u30b0\u96c6\u8a08\u30b5\u30fc\u30d3\u30b9\u3092\u4f7f\u7528\u3057\u3066\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30ed\u30b0 \u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u304a\u3088\u3073\u683c\u7d0d\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u5206\u6790\u306b\u5341\u5206\u306a\u30ed\u30b0\u3092\u78ba\u4fdd\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u75c7\u72b6\u306e\u7279\u5b9a: \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u969c\u5bb3\u304c\u767a\u751f\u3057\u305f\u5834\u5408\u3001\u6700\u521d\u306b\u884c\u3046\u5fc5\u8981\u304c\u3042\u308b\u306e\u306f\u3001\u969c\u5bb3\u306e\u6027\u8cea\u3068\u75c7\u72b6\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3067\u3059\u3002 \u3053\u308c\u306b\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30af\u30e9\u30c3\u30b7\u30e5\u3001\u30a8\u30e9\u30fc\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u8868\u793a\u3001\u8981\u6c42\u306e\u5931\u6557\u306a\u3069\u304c\u542b\u307e\u308c\u307e\u3059\u3002 \u75c7\u72b6\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u306f\u3001\u30ed\u30b0\u30c7\u30fc\u30bf\u3067\u63a2\u3059\u3079\u304d\u91cd\u8981\u306a\u60c5\u5831\u3092\u7279\u5b9a\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u95a2\u9023\u3059\u308b\u30ed\u30b0\u30a4\u30d9\u30f3\u30c8\u306e\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0: \u30ed\u30b0\u30d5\u30a3\u30eb\u30bf\u30fc\u3068\u691c\u7d22\u30af\u30a8\u30ea\u3092\u4f7f\u7528\u3057\u3066\u3001\u75c7\u72b6\u306b\u95a2\u9023\u3059\u308b\u30ed\u30b0\u30a4\u30d9\u30f3\u30c8\u3092\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3057\u307e\u3059\u3002 \u969c\u5bb3\u306e\u7279\u6027\u306b\u5fdc\u3058\u3066\u3001\u30ad\u30fc\u30ef\u30fc\u30c9\u3001\u6642\u9593\u7bc4\u56f2\u3001\u30ed\u30b0 \u30ec\u30d9\u30eb\u3001\u304a\u3088\u3073\u305d\u306e\u4ed6\u306e\u6761\u4ef6\u3092\u4f7f\u7528\u3057\u3066\u3001\u95a2\u9023\u3059\u308b\u30ed\u30b0 \u30a4\u30d9\u30f3\u30c8\u3092\u30d5\u30a3\u30eb\u30bf\u30fc\u51e6\u7406\u3057\u3001\u7bc4\u56f2\u3092\u7d5e\u308a\u8fbc\u3093\u3067\u554f\u984c\u3092\u898b\u3064\u3051\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a8\u30e9\u30fc \u30e1\u30c3\u30bb\u30fc\u30b8\u3068\u4f8b\u5916\u3092\u5206\u6790\u3059\u308b: \u30a8\u30e9\u30fc \u30e1\u30c3\u30bb\u30fc\u30b8\u3068\u4f8b\u5916\u60c5\u5831\u3092\u542b\u3080\u30ed\u30b0 \u30a4\u30d9\u30f3\u30c8\u3092\u63a2\u3057\u307e\u3059\u3002 \u3053\u308c\u3089\u306e\u30a4\u30d9\u30f3\u30c8\u306f\u3001\u591a\u304f\u306e\u5834\u5408\u3001\u5931\u6557\u306e\u539f\u56e0\u306b\u95a2\u3059\u308b\u624b\u304c\u304b\u308a\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u30a8\u30e9\u30fc \u30e1\u30c3\u30bb\u30fc\u30b8\u3001\u4f8b\u5916\u30b9\u30bf\u30c3\u30af \u30c8\u30ec\u30fc\u30b9\u3001\u304a\u3088\u3073\u95a2\u9023\u3059\u308b\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u60c5\u5831\u3092\u5206\u6790\u3057\u3066\u3001\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u305f\u5834\u6240\u3068\u7406\u7531\u3092\u7406\u89e3\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30af\u30ea\u30c6\u30a3\u30ab\u30eb\u30d1\u30b9\u3068\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3092\u78ba\u8a8d\u3059\u308b: \u75c7\u72b6\u306b\u95a2\u9023\u3059\u308b\u30af\u30ea\u30c6\u30a3\u30ab\u30eb\u30d1\u30b9\u3068\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306e\u30ed\u30b0\u30a4\u30d9\u30f3\u30c8\u3092\u691c\u7d22\u3057\u307e\u3059\u3002 \u3053\u308c\u306b\u306f\u3001\u8981\u6c42\u51e6\u7406\u3001\u30b5\u30fc\u30d3\u30b9\u547c\u3073\u51fa\u3057\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 \u30af\u30a8\u30ea\u306a\u3069\u304c\u542b\u307e\u308c\u307e\u3059\u3002 \u3053\u308c\u3089\u306e\u30a4\u30d9\u30f3\u30c8\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u6f5c\u5728\u7684\u306a\u30a8\u30e9\u30fc\u3001\u9045\u5ef6\u3001\u307e\u305f\u306f\u7570\u5e38\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3092\u7406\u89e3\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30c8\u30ec\u30fc\u30b9\u30ed\u30b0\u30a4\u30d9\u30f3\u30c8\u30b9\u30c8\u30ea\u30fc\u30e0: \u30ed\u30b0\u30a4\u30d9\u30f3\u30c8\u306e\u4e00\u610f\u306e\u8b58\u5225\u5b50\u307e\u305f\u306f\u30c8\u30ec\u30fc\u30b9 ID \u3092\u4f7f\u7528\u3057\u3066\u3001\u95a2\u9023\u3059\u308b\u30ed\u30b0\u30a4\u30d9\u30f3\u30c8\u30b9\u30c8\u30ea\u30fc\u30e0\u3092\u30c8\u30ec\u30fc\u30b9\u3057\u307e\u3059\u3002 \u3053\u308c\u306f\u3001\u969c\u5bb3\u30a4\u30d9\u30f3\u30c8\u306e\u767a\u751f\u3068\u4f1d\u64ad\u30d1\u30b9\u3001\u304a\u3088\u3073\u8003\u3048\u3089\u308c\u308b\u5f71\u97ff\u306e\u7bc4\u56f2\u3092\u7406\u89e3\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002 \u30ed\u30b0\u30a4\u30d9\u30f3\u30c8\u30b9\u30c8\u30ea\u30fc\u30e0\u3092\u30c8\u30ec\u30fc\u30b9\u3059\u308b\u3068\u3001\u554f\u984c\u306e\u6839\u672c\u539f\u56e0\u3092\u7279\u5b9a\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u6b63\u5e38\u30ed\u30b0\u3068\u7570\u5e38\u30ed\u30b0\u306e\u6bd4\u8f03: \u901a\u5e38\u306e\u64cd\u4f5c\u4e2d\u306e\u30ed\u30b0\u30a4\u30d9\u30f3\u30c8\u3068\u5931\u6557\u6642\u306e\u30ed\u30b0\u30a4\u30d9\u30f3\u30c8\u3092\u6bd4\u8f03\u3057\u307e\u3059\u3002 \u6bd4\u8f03\u3059\u308b\u3068\u3001\u901a\u5e38\u306e\u64cd\u4f5c\u3068\u306f\u7570\u306a\u308b\u969c\u5bb3\u4e2d\u306b\u767a\u751f\u3057\u305f\u7570\u5e38\u3084\u30a4\u30d9\u30f3\u30c8\u3092\u7279\u5b9a\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u306f\u3001\u969c\u5bb3\u306e\u539f\u56e0\u3068\u30c8\u30ea\u30ac\u30fc\u3092\u7279\u5b9a\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u7d71\u8a08\u5206\u6790\u3068\u96c6\u8a08\u5206\u6790: \u7d71\u8a08\u5206\u6790\u3068\u96c6\u8a08\u5206\u6790\u306b\u306f\u30ed\u30b0\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002 \u3053\u308c\u306b\u306f\u3001\u30a8\u30e9\u30fc\u7387\u306e\u8a08\u7b97\u3001\u8981\u6c42\u5fdc\u7b54\u6642\u9593\u306e\u5206\u5e03\u3001\u4f8b\u5916\u306e\u983b\u5ea6\u306a\u3069\u304c\u542b\u307e\u308c\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002 \u3053\u308c\u3089\u306e\u7d71\u8a08\u6307\u6a19\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u969c\u5bb3\u767a\u751f\u306e\u30d1\u30bf\u30fc\u30f3\u3068\u50be\u5411\u3092\u767a\u898b\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=2591\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"\u5229\u7528\u8005\"\/><\/figure>\n\n\n\n<p>\u30c1\u30e3\u30c3\u30c8GPT\u3092\u7d9a\u3051\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"9\">\n<li>\u9023\u7d61\u5148\u76e3\u8996\u30e1\u30c8\u30ea\u30c3\u30af: \u969c\u5bb3\u767a\u751f\u6642\u306e\u30ed\u30b0\u30a4\u30d9\u30f3\u30c8\u3092\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u76e3\u8996\u30e1\u30c8\u30ea\u30c3\u30af\u3068\u95a2\u9023\u4ed8\u3051\u307e\u3059\u3002 \u3053\u308c\u306b\u306f\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30e1\u30c8\u30ea\u30c3\u30af\u3001\u30ea\u30bd\u30fc\u30b9\u4f7f\u7528\u7387\u3001\u5fdc\u7b54\u6642\u9593\u306a\u3069\u304c\u542b\u307e\u308c\u307e\u3059\u3002 \u30ed\u30b0\u30a4\u30d9\u30f3\u30c8\u3068\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30e1\u30c8\u30ea\u30af\u30b9\u306e\u95a2\u4fc2\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u5206\u6790\u306b\u95a2\u3059\u308b\u3088\u308a\u5305\u62ec\u7684\u306a\u8996\u70b9\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c8\u30ec\u30fc\u30b9\u3068\u30a2\u30e9\u30fc\u30c8: \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30ed\u30b0\u76e3\u8996\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u30ed\u30b0\u30a4\u30d9\u30f3\u30c8\u30b9\u30c8\u30ea\u30fc\u30e0\u3092\u8ffd\u8de1\u304a\u3088\u3073\u76e3\u8996\u3057\u3001\u95a2\u9023\u3059\u308b\u30a2\u30e9\u30fc\u30c8\u30eb\u30fc\u30eb\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u969c\u5bb3\u30a4\u30d9\u30f3\u30c8\u3092\u5373\u5ea7\u306b\u7279\u5b9a\u3057\u3066\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002 \u3057\u304d\u3044\u5024\u3092\u8d85\u3048\u305f\u30a8\u30e9\u30fc \u30ed\u30b0\u306e\u6570\u3084\u7279\u5b9a\u306e\u7570\u5e38\u306e\u767a\u751f\u306a\u3069\u306e\u30a2\u30e9\u30fc\u30c8 \u30eb\u30fc\u30eb\u3092\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u305f\u3068\u304d\u306b\u901a\u77e5\u3092\u53d7\u3051\u53d6\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u53cd\u5fa9\u3068\u691c\u8a3c: \u53ce\u96c6\u3055\u308c\u305f\u30ed\u30b0 \u30c7\u30fc\u30bf\u3068\u5206\u6790\u7d50\u679c\u306b\u57fa\u3065\u304f\u53cd\u5fa9\u3068\u691c\u8a3c\u3002 \u3055\u307e\u3056\u307e\u306a\u5206\u6790\u65b9\u6cd5\u3068\u4eee\u8aac\u3092\u8a66\u3057\u3066\u3001\u554f\u984c\u3092\u7d5e\u308a\u8fbc\u307f\u3001\u6839\u672c\u539f\u56e0\u3092\u7279\u5b9a\u3057\u307e\u3059\u3002 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u6709\u52b9\u6027\u3092\u691c\u8a3c\u3057\u3001\u969c\u5bb3\u304c\u6b63\u5e38\u306b\u89e3\u6c7a\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3068\u5171\u6709: \u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u5206\u6790\u3092\u6587\u66f8\u5316\u3057\u3001\u30c1\u30fc\u30e0\u306e\u4ed6\u306e\u30e1\u30f3\u30d0\u30fc\u3068\u5171\u6709\u3057\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u30c1\u30fc\u30e0 \u30e1\u30f3\u30d0\u30fc\u306f\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u7d4c\u9a13\u3092\u7406\u89e3\u3057\u3066\u5b66\u7fd2\u3057\u3001\u540c\u69d8\u306e\u554f\u984c\u304c\u767a\u751f\u3057\u305f\u3068\u304d\u306b\u9069\u5207\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u5206\u6790\u306b\u30ed\u30b0 \u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u554f\u984c\u3092\u3088\u308a\u8fc5\u901f\u304b\u3064\u6b63\u78ba\u306b\u7279\u5b9a\u3057\u3066\u89e3\u6c7a\u3067\u304d\u307e\u3059\u3002 \u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001\u75c7\u72b6\u3092\u7406\u89e3\u3057\u3001\u554f\u984c\u306e\u6839\u672c\u539f\u56e0\u3092\u7279\u5b9a\u3057\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u5b89\u5b9a\u6027\u3092\u4fee\u5fa9\u304a\u3088\u3073\u6700\u9069\u5316\u3059\u308b\u305f\u3081\u306e\u9069\u5207\u306a\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u5b9f\u884c\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=2591\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"\u5229\u7528\u8005\"\/><\/figure>\n\n\n\n<p>ChatGPT\u3092\u76e3\u8996\u3059\u308b\u305f\u3081\u306bDataDog\u306b\u30b5\u30fc\u30d0\u30fc\u3068\u30af\u30e9\u30a6\u30c9\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u8ffd\u52a0\u3059\u308b\u65b9\u6cd5\u3092\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>\u76e3\u8996\u306e\u305f\u3081\u306b\u30b5\u30fc\u30d0\u30fc\u3068\u30af\u30e9\u30a6\u30c9\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092 DataDog \u306b\u8ffd\u52a0\u3059\u308b\u306b\u306f\u3001\u6b21\u306e\u624b\u9806\u3092\u5b8c\u4e86\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>DataDog \u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4f5c\u6210\u3059\u308b: DataDog \u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u307e\u3060\u304a\u6301\u3061\u3067\u306a\u3044\u5834\u5408\u306f\u3001\u307e\u305a DataDog \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002 DataDog \u3068\u901a\u4fe1\u3059\u308b\u305f\u3081\u306e\u8a8d\u8a3c ID \u3067\u3042\u308b API \u30ad\u30fc\u3092\u542b\u3080\u30a2\u30ab\u30a6\u30f3\u30c8\u8a8d\u8a3c\u60c5\u5831\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>DataDog \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb: DataDog \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u76e3\u8996\u3059\u308b\u30b5\u30fc\u30d0\u30fc\u307e\u305f\u306f\u30af\u30e9\u30a6\u30c9\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u308b\u8efd\u91cf\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3067\u3059\u3002 \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3066DataDog\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u9001\u4fe1\u3059\u308b\u8cac\u4efb\u304c\u3042\u308a\u307e\u3059\u3002 \u30aa\u30da\u30ec\u30fc\u30c6\u30a3\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0\u3068\u74b0\u5883\u306b\u5fdc\u3058\u3066\u3001DataDog \u304c\u63d0\u4f9b\u3059\u308b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u5f93\u3063\u3066\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>DataDog \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u69cb\u6210: \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u5f8c\u3001DataDog \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u306e\u63a5\u7d9a\u3092\u78ba\u7acb\u3059\u308b\u3088\u3046\u306b\u69cb\u6210\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 \u30d7\u30ed\u30ad\u30b7\u69cb\u6210\u30d5\u30a1\u30a4\u30eb\u3067\u306f\u3001DataDog API \u30ad\u30fc\u3068\u3001\u30db\u30b9\u30c8\u540d\u3001\u30e9\u30d9\u30eb\u306a\u3069\u306e\u4ed6\u306e\u95a2\u9023\u3059\u308b\u69cb\u6210\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u3092\u6307\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 \u3053\u308c\u3089\u306e\u69cb\u6210\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u306f\u3001DataDog \u304c\u30b5\u30fc\u30d0\u30fc\u3068\u30af\u30e9\u30a6\u30c9\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u8b58\u5225\u3057\u3066\u5206\u985e\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n\n\n\n<li>DataDog \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u8d77\u52d5: \u69cb\u6210\u304c\u5b8c\u4e86\u3057\u305f\u3089\u3001DataDog \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u8d77\u52d5\u3057\u3066\u3001\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3068\u9001\u4fe1\u306e\u76e3\u8996\u3092\u958b\u59cb\u3057\u307e\u3059\u3002 \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f DataDog \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3078\u306e\u63a5\u7d9a\u306e\u78ba\u7acb\u3092\u958b\u59cb\u3057\u3001\u51e6\u7406\u3068\u5206\u6790\u306e\u305f\u3081\u306b\u30b5\u30fc\u30d0\u30fc\u304a\u3088\u3073\u30af\u30e9\u30a6\u30c9\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u304b\u3089 DataDog \u306b\u76e3\u8996\u30c7\u30fc\u30bf\u3092\u9001\u4fe1\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306e\u78ba\u8a8d: DataDog \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5341\u5206\u306a\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3059\u308b\u307e\u3067\u3057\u3070\u3089\u304f\u5f85\u3061\u307e\u3059\u3002 \u6b21\u306b\u3001DataDog \u30b3\u30f3\u30bd\u30fc\u30eb\u306b\u623b\u308a\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u30bb\u30af\u30b7\u30e7\u30f3\u306b\u79fb\u52d5\u3057\u3066\u3001\u30b5\u30fc\u30d0\u30fc\u3068\u30af\u30e9\u30a6\u30c9\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u304c\u6b63\u5e38\u306b\u8ffd\u52a0\u304a\u3088\u3073\u76e3\u8996\u3055\u308c\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u7d71\u5408\u3092\u8ffd\u52a0\u3059\u308b(\u30aa\u30d7\u30b7\u30e7\u30f3) \ud83d\ude00 ataDog\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30b5\u30fc\u30d0\u30fc\u3084\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u7d71\u5408\u3067\u304d\u308b\u3055\u307e\u3056\u307e\u306a\u7d71\u5408\u3068\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u5fc5\u8981\u306b\u5fdc\u3058\u3066\u3001AWS\u3001Azure\u3001GCP\u3001Kubernetes\u306a\u3069\u306e\u7d71\u5408\u3092\u8ffd\u52a0\u3057\u3066\u3001\u3088\u308a\u5305\u62ec\u7684\u306a\u76e3\u8996\u3068\u6d1e\u5bdf\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3068\u30a2\u30e9\u30fc\u30c8\u306e\u4f5c\u6210: DataDog \u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u306f\u3001\u30ab\u30b9\u30bf\u30e0\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3068\u30a2\u30e9\u30fc\u30c8\u30eb\u30fc\u30eb\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002 \u95a2\u5fc3\u306e\u3042\u308b\u30e1\u30c8\u30ea\u30c3\u30af\u3068\u3057\u304d\u3044\u5024\u306b\u57fa\u3065\u3044\u3066\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4f5c\u6210\u3057\u3066\u76e3\u8996\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3057\u3001\u7279\u5b9a\u306e\u6761\u4ef6\u304c\u6e80\u305f\u3055\u308c\u308b\u304b\u8d85\u904e\u3057\u305f\u3068\u304d\u306b\u901a\u77e5\u3092\u53d7\u4fe1\u3059\u308b\u30a2\u30e9\u30fc\u30c8 \u30eb\u30fc\u30eb\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u6700\u9069\u5316: \u30b5\u30fc\u30d0\u30fc\u3068\u30af\u30e9\u30a6\u30c9\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u304c\u76e3\u8996\u306e\u305f\u3081\u306b DataDog \u306b\u8ffd\u52a0\u3055\u308c\u308b\u3068\u3001DataDog \u304c\u63d0\u4f9b\u3059\u308b\u76e3\u8996\u30c7\u30fc\u30bf\u3092\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u6700\u9069\u5316\u306b\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002 \u76e3\u8996\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3001\u6f5c\u5728\u7684\u306a\u554f\u984c\u3068\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3092\u7279\u5b9a\u3057\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u5b89\u5b9a\u6027\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306e\u9069\u5207\u306a\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u76e3\u8996\u306e\u305f\u3081\u306b\u30b5\u30fc\u30d0\u30fc\u3068\u30af\u30e9\u30a6\u30c9\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092DataDog\u306b\u8ffd\u52a0\u3059\u308b\u3053\u3068\u3067\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u5168\u4f53\u3092\u4e00\u5143\u7684\u306b\u7ba1\u7406\u304a\u3088\u3073\u76e3\u8996\u3057\u3001\u4e3b\u8981\u306a\u30e1\u30c8\u30ea\u30c3\u30af\u3068\u30a2\u30e9\u30fc\u30c8\u306b\u30bf\u30a4\u30e0\u30ea\u30fc\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u306f<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=2591\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"\u5229\u7528\u8005\"\/><\/figure>\n\n\n\n<p>\u30c1\u30e3\u30c3\u30c8GPT\u3092\u7d9a\u3051\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>\u30b5\u30fc\u30d0\u30fc\u3068\u30af\u30e9\u30a6\u30c9\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u30b9\u30c6\u30fc\u30bf\u30b9\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3001\u53ef\u7528\u6027\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u8ffd\u8de1\u3057\u3001\u6f5c\u5728\u7684\u306a\u554f\u984c\u306b\u8fc5\u901f\u306b\u5bfe\u5fdc\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002 \u3055\u3089\u306b\u3001DataDog \u306f\u3001\u30ed\u30b0\u7ba1\u7406\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u76e3\u8996 (APM)\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u76e3\u8996\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u6a5f\u80fd\u3068\u7d71\u5408\u3092\u63d0\u4f9b\u3057\u3001\u3088\u308a\u5305\u62ec\u7684\u306a\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u76e3\u8996\u3068\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6b63\u78ba\u306a\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3068\u69cb\u6210\u306e\u624b\u9806\u306f\u3001\u30aa\u30da\u30ec\u30fc\u30c6\u30a3\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0\u3001\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3001\u307e\u305f\u306f\u74b0\u5883\u306b\u3088\u3063\u3066\u7570\u306a\u308b\u5834\u5408\u304c\u3042\u308b\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002 \u3057\u305f\u304c\u3063\u3066\u3001DataDog \u306e\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3068\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3092\u53c2\u7167\u3057\u3066\u3001\u6700\u65b0\u306e\u30ac\u30a4\u30c0\u30f3\u30b9\u306b\u5f93\u3046\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u8981\u7d04\u3059\u308b\u3068\u3001\u76e3\u8996\u306e\u305f\u3081\u306b\u30b5\u30fc\u30d0\u30fc\u3068\u30af\u30e9\u30a6\u30c9\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092 DataDog \u306b\u8ffd\u52a0\u3059\u308b\u624b\u9806\u306b\u306f\u3001DataDog \u30a2\u30ab\u30a6\u30f3\u30c8\u306e\u4f5c\u6210\u3001DataDog \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3068\u69cb\u6210\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u8d77\u52d5\u3068\u76e3\u8996\u306e\u691c\u8a3c\u3001\u7d71\u5408\u306e\u8ffd\u52a0 (\u30aa\u30d7\u30b7\u30e7\u30f3)\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3068\u30a2\u30e9\u30fc\u30c8\u306e\u4f5c\u6210\u3001\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3001\u6700\u9069\u5316\u304c\u542b\u307e\u308c\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3092\u5b8c\u5168\u306b\u76e3\u8996\u304a\u3088\u3073\u7ba1\u7406\u3057\u3001\u554f\u984c\u3092\u30bf\u30a4\u30e0\u30ea\u30fc\u306b\u7279\u5b9a\u3057\u3066\u89e3\u6c7a\u3067\u304d\u308b\u305f\u3081\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4fe1\u983c\u6027\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=2591\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"\u5229\u7528\u8005\"\/><\/figure>\n\n\n\n<p>CPU\u3001\u30e1\u30e2\u30ea\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306a\u3069\u306e\u4e3b\u8981\u306a\u30a4\u30f3\u30d5\u30e9\u6307\u6a19\u306e\u76e3\u8996\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044\u3002 \u30c1\u30e3\u30c3\u30c8GPT<\/p>\n\n\n\n<p>\u91cd\u8981\u306a\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u30e1\u30c8\u30ea\u30c3\u30af\u306e\u76e3\u8996\u306f\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u7a3c\u50cd\u6642\u9593\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u6700\u9069\u5316\u3092\u78ba\u5b9f\u306b\u3059\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u30b9\u30c6\u30c3\u30d7\u3067\u3059\u3002 \u4e00\u822c\u7684\u306a\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3 \u30e1\u30c8\u30ea\u30c3\u30af\u3068\u305d\u306e\u76e3\u8996\u65b9\u6cd5\u306e\u8a73\u7d30\u306a\u8aac\u660e\u3092\u6b21\u306b\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>CPU \u4f7f\u7528\u7387: CPU \u4f7f\u7528\u7387\u3068\u306f\u3001\u30b7\u30b9\u30c6\u30e0\u307e\u305f\u306f\u30d7\u30ed\u30bb\u30b9\u306b\u3088\u3063\u3066 CPU \u30ea\u30bd\u30fc\u30b9\u304c\u3069\u306e\u7a0b\u5ea6\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u304b\u3092\u6307\u3057\u307e\u3059\u3002 CPU \u4f7f\u7528\u7387\u3092\u76e3\u8996\u3059\u308b\u3053\u3068\u3067\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u51e6\u7406\u80fd\u529b\u3068\u8ca0\u8377\u3092\u628a\u63e1\u3067\u304d\u307e\u3059\u3002 CPU \u4f7f\u7528\u7387\u304c\u9ad8\u3044\u5834\u5408\u306f\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u904e\u8ca0\u8377\u3084\u30ea\u30bd\u30fc\u30b9\u306e\u7af6\u5408\u3092\u793a\u3057\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u4f4e\u4e0b\u3084\u5fdc\u7b54\u306e\u9045\u5ef6\u306b\u3064\u306a\u304c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf: \u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u3068\u306f\u3001\u30b7\u30b9\u30c6\u30e0\u5185\u306e\u30e1\u30e2\u30ea \u30ea\u30bd\u30fc\u30b9\u306e\u4f7f\u7528\u91cf\u3092\u6307\u3057\u307e\u3059\u3002 \u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u3092\u76e3\u8996\u3059\u308b\u3053\u3068\u3067\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u30e1\u30e2\u30ea\u6d88\u8cbb\u91cf\u3068\u50be\u5411\u3092\u628a\u63e1\u3067\u304d\u307e\u3059\u3002 \u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u304c\u591a\u3044\u3068\u3001\u30e1\u30e2\u30ea\u4e0d\u8db3\u3084\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30af\u30e9\u30c3\u30b7\u30e5\u306b\u3064\u306a\u304c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002 \u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u3092\u76e3\u8996\u3059\u308b\u3053\u3068\u3067\u3001\u30ea\u30bd\u30fc\u30b9\u5272\u308a\u5f53\u3066\u3092\u8abf\u6574\u3057\u3001\u62e1\u5f35\u3092\u30bf\u30a4\u30e0\u30ea\u30fc\u306b\u8a08\u753b\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30c7\u30a3\u30b9\u30af\u4f7f\u7528\u7387: \u30c7\u30a3\u30b9\u30af\u4f7f\u7528\u7387\u3068\u306f\u3001\u30c7\u30a3\u30b9\u30af \u30b9\u30c8\u30ec\u30fc\u30b8\u9818\u57df\u306e\u4f7f\u7528\u91cf\u3092\u6307\u3057\u307e\u3059\u3002 \u30c7\u30a3\u30b9\u30af\u4f7f\u7528\u7387\u3092\u76e3\u8996\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30a3\u30b9\u30af\u9818\u57df\u306e\u6d88\u8cbb\u91cf\u3068\u50be\u5411\u3092\u628a\u63e1\u3067\u304d\u307e\u3059\u3002 \u30c7\u30a3\u30b9\u30af\u4f7f\u7528\u7387\u304c\u9ad8\u3044\u3068\u3001\u30c7\u30a3\u30b9\u30af\u5bb9\u91cf\u304c\u5c11\u306a\u304f\u306a\u308a\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3 \u30a8\u30e9\u30fc\u304c\u767a\u751f\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002 \u30c7\u30a3\u30b9\u30af\u4f7f\u7528\u7387\u3092\u30bf\u30a4\u30e0\u30ea\u30fc\u306b\u76e3\u8996\u3057\u3066\u3001\u30c7\u30a3\u30b9\u30af\u306e\u30aa\u30fc\u30d0\u30fc\u30d5\u30ed\u30fc\u3084\u30c7\u30fc\u30bf\u306e\u640d\u5931\u3092\u9632\u304e\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30c8\u30e9\u30d5\u30a3\u30c3\u30af:\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u3068\u306f\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u4ecb\u3057\u3066\u9001\u4fe1\u3055\u308c\u308b\u30c7\u30fc\u30bf\u306e\u91cf\u3092\u6307\u3057\u307e\u3059\u3002 \u30cd\u30c3\u30c8\u30ef\u30fc\u30af \u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u3092\u76e3\u8996\u3059\u308b\u3053\u3068\u3067\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3001\u5e2f\u57df\u5e45\u4f7f\u7528\u7387\u3001\u304a\u3088\u3073\u50be\u5411\u3092\u628a\u63e1\u3067\u304d\u307e\u3059\u3002 \u30cd\u30c3\u30c8\u30ef\u30fc\u30af \u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u304c\u591a\u3044\u5834\u5408\u306f\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u8f3b\u8f33\u3084\u5e2f\u57df\u5e45\u306e\u8abf\u6574\u3092\u793a\u3057\u3001\u5f85\u6a5f\u6642\u9593\u3084\u30c7\u30fc\u30bf\u8ee2\u9001\u306e\u554f\u984c\u304c\u767a\u751f\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u5fdc\u7b54\u6642\u9593: \u5fdc\u7b54\u6642\u9593\u3068\u306f\u3001\u30b7\u30b9\u30c6\u30e0\u307e\u305f\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u8981\u6c42\u306b\u5fdc\u7b54\u3059\u308b\u901f\u5ea6\u3092\u6307\u3057\u307e\u3059\u3002 \u5fdc\u7b54\u6642\u9593\u3092\u76e3\u8996\u3059\u308b\u3053\u3068\u3067\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u30e6\u30fc\u30b6\u30fc\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u3092\u7406\u89e3\u3067\u304d\u307e\u3059\u3002 \u5fdc\u7b54\u6642\u9593\u306e\u5f85\u6a5f\u6642\u9593\u304c\u9577\u3044\u5834\u5408\u306f\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u8ca0\u8377\u304c\u9ad8\u3044\u304b\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u304c\u767a\u751f\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u4e0d\u6e80\u3084\u30b5\u30fc\u30d3\u30b9\u306e\u4e2d\u65ad\u306b\u3064\u306a\u304c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a8\u30e9\u30fc\u7387: \u30a8\u30e9\u30fc\u7387\u306f\u3001\u30b7\u30b9\u30c6\u30e0\u307e\u305f\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u8981\u6c42\u3092\u51e6\u7406\u3059\u308b\u3068\u304d\u306b\u767a\u751f\u3059\u308b\u30a8\u30e9\u30fc\u306e\u5272\u5408\u3067\u3059\u3002 \u30a8\u30e9\u30fc\u7387\u3092\u76e3\u8996\u3059\u308b\u3053\u3068\u3067\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u5b89\u5b9a\u6027\u3068\u4fe1\u983c\u6027\u3092\u7406\u89e3\u3067\u304d\u307e\u3059\u3002 \u30a8\u30e9\u30fc\u7387\u304c\u9ad8\u3044\u5834\u5408\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30a8\u30e9\u30fc\u3084\u7570\u5e38\u3092\u793a\u3057\u3001\u6a5f\u80fd\u969c\u5bb3\u3084\u30b5\u30fc\u30d3\u30b9\u306e\u4e2d\u65ad\u306b\u3064\u306a\u304c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u3053\u308c\u3089\u306f\u3001\u74b0\u5883\u3068\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u5fdc\u3058\u305f\u4e00\u822c\u7684\u306a\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3 \u30e1\u30c8\u30ea\u30c3\u30af\u3067\u3059\u3002 DataDog \u306a\u3069\u306e\u76e3\u8996\u30c4\u30fc\u30eb\u3084\u30b5\u30fc\u30d3\u30b9\u3092\u4f7f\u7528\u3057\u3066\u3001\u3053\u308c\u3089\u306e\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u53ce\u96c6\u3057\u3066\u8996\u899a\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u30e1\u30c8\u30ea\u30c3\u30af\u304c\u4e8b\u524d\u8a2d\u5b9a\u3055\u308c\u305f\u3057\u304d\u3044\u5024\u3092\u8d85\u3048\u305f\u3068\u304d\u306b\u901a\u77e5\u3055\u308c\u308b\u3088\u3046\u306b\u9069\u5207\u306a\u76e3\u8996\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3068\u30a2\u30e9\u30fc\u30c8 \u30eb\u30fc\u30eb\u3092\u69cb\u6210\u3057\u3001\u554f\u984c\u3092\u6700\u9069\u5316\u304a\u3088\u3073\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306e\u9069\u5207\u306a\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=2591\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"\u5229\u7528\u8005\"\/><\/figure>\n\n\n\n<p>\u969c\u5bb3\u307e\u305f\u306f\u7570\u5e38ChatGPT\u306e\u5834\u5408\u306b\u901a\u77e5\u3092\u53d7\u4fe1\u3059\u308b\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u30a2\u30e9\u30fc\u30c8\u3092\u8a2d\u5b9a\u3059\u308b\u305f\u3081\u306b\u8a73\u7d30\u306b\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u30a2\u30e9\u30fc\u30c8\u306e\u8a2d\u5b9a\u306f\u3001\u969c\u5bb3\u3084\u7570\u5e38\u304c\u767a\u751f\u3057\u305f\u5834\u5408\u306b\u30bf\u30a4\u30e0\u30ea\u30fc\u306b\u901a\u77e5\u3092\u53d7\u3051\u53d6\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u30b9\u30c6\u30c3\u30d7\u3067\u3059\u3002 \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3 \u30a2\u30e9\u30fc\u30c8\u3092\u8a2d\u5b9a\u3059\u308b\u8a73\u7d30\u306a\u624b\u9806\u3092\u6b21\u306b\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u9069\u5207\u306a\u76e3\u8996\u30c4\u30fc\u30eb\u3092\u9078\u629e\u3059\u308b: DataDog\u3001Prometheus \u306a\u3069\u306e\u30cb\u30fc\u30ba\u306b\u5408\u3063\u305f\u76e3\u8996\u30c4\u30fc\u30eb\u3092\u9078\u629e\u3057\u307e\u3059\u3002 \u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306f\u3001\u8c4a\u5bcc\u306a\u76e3\u8996\u6a5f\u80fd\u3068\u30a2\u30e9\u30fc\u30c8 \u30e1\u30ab\u30cb\u30ba\u30e0\u3092\u63d0\u4f9b\u3057\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u76e3\u8996\u3068\u30a2\u30e9\u30fc\u30c8\u3092\u5b9f\u73fe\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a2\u30e9\u30fc\u30c8\u6761\u4ef6\u306e\u9078\u629e: \u30a2\u30e9\u30fc\u30c8\u3092\u8a2d\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u6761\u4ef6\u3068\u3057\u304d\u3044\u5024\u3092\u6c7a\u5b9a\u3057\u307e\u3059\u3002 \u5fc5\u8981\u306b\u5fdc\u3058\u3066\u3001CPU \u4f7f\u7528\u7387\u304c\u7279\u5b9a\u306e\u3057\u304d\u3044\u5024\u3092\u8d85\u3048\u3066\u3044\u308b\u3001\u30c7\u30a3\u30b9\u30af\u9818\u57df\u304c\u4e0d\u8db3\u3057\u3066\u3044\u308b\u306a\u3069\u3001\u4e3b\u8981\u306a\u30e1\u30c8\u30ea\u30c3\u30af\u306e\u3057\u304d\u3044\u5024\u3092\u9078\u629e\u3057\u307e\u3059\u3002 \u9078\u629e\u3057\u305f\u6761\u4ef6\u304c\u969c\u5bb3\u3084\u7570\u5e38\u3092\u6b63\u78ba\u306b\u30ad\u30e3\u30d7\u30c1\u30e3\u3059\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a2\u30e9\u30fc\u30c8 \u30eb\u30fc\u30eb\u306e\u69cb\u6210: \u76e3\u8996\u30c4\u30fc\u30eb\u306b\u3088\u3063\u3066\u63d0\u4f9b\u3055\u308c\u308b\u69cb\u6210\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u307e\u305f\u306f API \u3092\u4f7f\u7528\u3057\u3066\u3001\u30a2\u30e9\u30fc\u30c8 \u30eb\u30fc\u30eb\u3092\u69cb\u6210\u3057\u307e\u3059\u3002 \u30eb\u30fc\u30eb\u3067\u3001\u30a2\u30e9\u30fc\u30c8\u306e\u6761\u4ef6\u3001\u3057\u304d\u3044\u5024\u3001\u304a\u3088\u3073\u671f\u9593\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002 \u307e\u305f\u3001\u30a2\u30e9\u30fc\u30c8\u306e\u512a\u5148\u5ea6\u3001\u901a\u77e5\u65b9\u6cd5(\u96fb\u5b50\u30e1\u30fc\u30eb\u3001SMS\u3001Slack\u901a\u77e5\u306a\u3069)\u3001\u304a\u3088\u3073\u30a2\u30e9\u30fc\u30c8\u306e\u53d7\u4fe1\u8005\u3092\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a2\u30e9\u30fc\u30c8\u901a\u77e5\u30dd\u30ea\u30b7\u30fc\u3092\u5b9a\u7fa9\u3059\u308b: \u30a2\u30e9\u30fc\u30c8\u901a\u77e5\u306e\u53d7\u4fe1\u8005\u3068\u901a\u77e5\u30dd\u30ea\u30b7\u30fc\u3092\u6c7a\u5b9a\u3057\u307e\u3059\u3002 \u30c1\u30fc\u30e0\u69cb\u9020\u3068\u5272\u308a\u5f53\u3066\u3089\u308c\u305f\u8cac\u4efb\u306b\u57fa\u3065\u3044\u3066\u3001\u9069\u5207\u306a\u30c1\u30fc\u30e0 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src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"\u5229\u7528\u8005\"\/><\/figure>\n\n\n\n<p>\u30c1\u30e3\u30c3\u30c8GPT\u3092\u7d9a\u3051\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>\u969c\u5bb3\u3084\u7570\u5e38\u306b\u30bf\u30a4\u30e0\u30ea\u30fc\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u969c\u5bb3\u306e\u671f\u9593\u304c\u77ed\u7e2e\u3055\u308c\u3001\u30d3\u30b8\u30cd\u30b9\u306e\u4e2d\u65ad\u304c\u6700\u5c0f\u9650\u306b\u6291\u3048\u3089\u308c\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u5b89\u5b9a\u6027\u3068\u4fe1\u983c\u6027\u304c\u4fdd\u8a3c\u3055\u308c\u307e\u3059\u3002 \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3 \u30a2\u30e9\u30fc\u30c8\u3092\u8a2d\u5b9a\u3059\u308b\u305f\u3081\u306e\u30d9\u30b9\u30c8 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\u554f\u984c\u89e3\u6c7a\u30d7\u30ed\u30bb\u30b9\u3092\u30bf\u30a4\u30e0\u30ea\u30fc\u306b\u8a18\u9332\u304a\u3088\u3073\u8ffd\u8de1\u3057\u3001\u5bfe\u5fdc\u3059\u308b\u6539\u5584\u3068\u5b66\u7fd2\u3092\u884c\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u76e3\u8996\u3068\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9: \u30a2\u30e9\u30fc\u30c8 \u30eb\u30fc\u30eb\u306e\u6b63\u5e38\u6027\u3092\u7d99\u7d9a\u7684\u306b\u76e3\u8996\u3057\u3001\u5fc5\u8981\u306a\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3068\u6700\u9069\u5316\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002 \u30a2\u30e9\u30fc\u30c8 \u30eb\u30fc\u30eb\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u6b63\u78ba\u6027\u3092\u5b9a\u671f\u7684\u306b\u78ba\u8a8d\u304a\u3088\u3073\u8a55\u4fa1\u3057\u307e\u3059\u3002 \u8aa4\u691c\u77e5\u3084\u507d\u9670\u6027\u3092\u7279\u5b9a\u3057\u3066\u5bfe\u51e6\u3057\u3001\u5b9f\u614b\u3092\u8e0f\u307e\u3048\u305f\u8abf\u6574\u30fb\u6539\u5584\u3092\u884c\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u81ea\u52d5\u5316\u3068\u81ea\u52d5\u4fee\u5fa9: \u81ea\u52d5\u5316\u3055\u308c\u305f\u30c4\u30fc\u30eb\u3068\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u3001\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u4fee\u5fa9\u3092\u81ea\u52d5\u5316\u3057\u307e\u3059\u3002 \u30a2\u30e9\u30fc\u30c8\u304c\u30c8\u30ea\u30ac\u30fc\u3055\u308c\u305f\u3089\u3001\u81ea\u52d5\u7684\u306b\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3092\u884c\u3044\u3001\u81ea\u52d5\u4fee\u5fa9\u3092\u8a66\u307f\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u624b\u52d5\u306b\u3088\u308b\u4ecb\u5165\u306e\u5fc5\u8981\u6027\u304c\u6e1b\u308a\u3001\u969c\u5bb3\u56de\u5fa9\u304c\u9ad8\u901f\u5316\u3055\u308c\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u4e0a\u8a18\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u306b\u5f93\u3046\u3053\u3068\u3067\u3001\u969c\u5bb3\u3084\u7570\u5e38\u3092\u30bf\u30a4\u30e0\u30ea\u30fc\u306b\u7279\u5b9a\u3057\u3066\u89e3\u6c7a\u3057\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u5b89\u5b9a\u6027\u3068\u4fe1\u983c\u6027\u3092\u78ba\u4fdd\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u3001\u4fe1\u983c\u6027\u304c\u9ad8\u304f\u52b9\u7387\u7684\u306a\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u30a2\u30e9\u30fc\u30c8\u30b7\u30b9\u30c6\u30e0\u3092\u78ba\u7acb\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=2591\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"\u5229\u7528\u8005\"\/><\/figure>\n\n\n\n<p>DataDog\u3068AWS\u3001GCP\u3001Kubernetes\u3001ChatGPT\u306a\u3069\u306e\u4ed6\u306e\u4e00\u822c\u7684\u306a\u30c4\u30fc\u30eb\u3084\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>DataDog \u3068\u4ed6\u306e\u4e00\u822c\u7684\u306a\u30c4\u30fc\u30eb\u3084\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u3068\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u52b9\u7387\u3092\u5411\u4e0a\u3055\u305b\u306a\u304c\u3089\u3001\u3088\u308a\u5305\u62ec\u7684\u306a\u76e3\u8996\u3068\u6d1e\u5bdf\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u3053\u3053\u3067\u306f\u3001\u4e00\u822c\u7684\u306a DataDog \u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u305d\u306e\u5229\u70b9\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>AWS\u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3:DataDog\u306f\u30a2\u30de\u30be\u30f3\u30a6\u30a7\u30d6\u30b5\u30fc\u30d3\u30b9(AWS)\u3068\u306e\u7dca\u5bc6\u306a\u7d71\u5408\u3092\u63d0\u4f9b\u3057\u3001AWS\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u4e0a\u3067\u5b9f\u884c\u3055\u308c\u3066\u3044\u308b\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u30b5\u30fc\u30d3\u30b9\u3092\u76e3\u8996\u304a\u3088\u3073\u7ba1\u7406\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002 AWS \u3068\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001EC2 \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3001S3 \u30d0\u30b1\u30c3\u30c8\u3001RDS \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306a\u3069\u306e AWS \u30ea\u30bd\u30fc\u30b9\u3092\u81ea\u52d5\u7684\u306b\u691c\u51fa\u3057\u3066\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3057\u3001\u30ea\u30bd\u30fc\u30b9\u4f7f\u7528\u7387\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30e1\u30c8\u30ea\u30af\u30b9\u3001\u30b5\u30fc\u30d3\u30b9\u30ec\u30d9\u30eb\u30a2\u30b0\u30ea\u30fc\u30e1\u30f3\u30c8 (SLA) \u306b\u95a2\u3059\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002 \u3055\u3089\u306b\u3001DataDog \u306f AWS Cloud Monitor\u3001AWS Lambda\u3001Amazon CloudWatch\u3001\u304a\u3088\u3073\u305d\u306e\u4ed6\u306e\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408\u3092\u63d0\u4f9b\u3057\u3001AWS \u74b0\u5883\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u5b89\u5b9a\u6027\u306b\u95a2\u3059\u308b\u6d1e\u5bdf\u3092\u5f97\u3066\u6700\u9069\u5316\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n\n\n\n<li>GCP \u7d71\u5408: DataDog \u306f Google Cloud Platform (GCP) \u3068\u7d71\u5408\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001GCP \u3067\u5b9f\u884c\u3055\u308c\u3066\u3044\u308b\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u30b5\u30fc\u30d3\u30b9\u3092\u76e3\u8996\u304a\u3088\u3073\u7ba1\u7406\u3067\u304d\u307e\u3059\u3002 \u3053\u306e\u7d71\u5408\u306b\u3088\u308a\u3001Compute Engine \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3001GCS \u30d0\u30b1\u30c3\u30c8\u3001Cloud SQL \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306a\u3069\u306e GCP \u30ea\u30bd\u30fc\u30b9\u3092\u81ea\u52d5\u7684\u306b\u691c\u51fa\u3057\u3066\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3057\u3001\u30ea\u30bd\u30fc\u30b9\u306e\u4f7f\u7528\u72b6\u6cc1\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9 \u30e1\u30c8\u30ea\u30c3\u30af\u3001\u30a2\u30e9\u30fc\u30e0\u901a\u77e5\u306b\u95a2\u3059\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0 \u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002 DataDog \u306f\u3001GCP \u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3001Google Cloud Functions\u3001Cloud Pub\/Sub \u306a\u3069\u306e\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408\u3082\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001GCP \u74b0\u5883\u306e\u5065\u5168\u6027\u3092\u5b8c\u5168\u306b\u7406\u89e3\u3057\u3001\u6700\u9069\u5316\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n\n\n\n<li>Kubernetes \u306e\u7d71\u5408: DataDog \u306f\u3001\u4e00\u822c\u7684\u306a\u30b3\u30f3\u30c6\u30ca\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u304a\u3088\u3073\u7ba1\u7406\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308b Kubernetes \u3068\u7d71\u5408\u3055\u308c\u307e\u3059\u3002 Kubernetes \u3068\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001DataDog \u306f Kubernetes \u30af\u30e9\u30b9\u30bf\u30fc\u3067\u5b9f\u884c\u3055\u308c\u3066\u3044\u308b\u30b3\u30f3\u30c6\u30ca\u3001\u30ce\u30fc\u30c9\u3001\u304a\u3088\u3073\u30b5\u30fc\u30d3\u30b9\u3092\u81ea\u52d5\u7684\u306b\u691c\u51fa\u3057\u3066\u76e3\u8996\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u30b3\u30f3\u30c6\u30ca\u306e\u30ea\u30bd\u30fc\u30b9\u4f7f\u7528\u7387\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3001\u30b3\u30f3\u30c6\u30ca\u306e\u30b9\u30c6\u30fc\u30bf\u30b9\u306b\u95a2\u3059\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002 \u3055\u3089\u306b\u3001DataDog \u306f Kubernetes \u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3001Kubernetes \u30a4\u30d9\u30f3\u30c8\u3001Kubernetes \u30b9\u30c8\u30ec\u30fc\u30b8\u306a\u3069\u3068\u306e\u7d71\u5408\u3092\u63d0\u4f9b\u3057\u3001Kubernetes \u74b0\u5883\u3092\u3088\u308a\u9069\u5207\u306b\u7ba1\u7406\u304a\u3088\u3073\u6700\u9069\u5316\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30ed\u30b0\u7d71\u5408:DataDog\u306f\u3001Elasticsearch\u3001AWS CloudWatch Logs\u3001GCP Logging \u306a\u3069\u306e\u8907\u6570\u306e\u30ed\u30b0\u7ba1\u7406\u30c4\u30fc\u30eb\u3084\u30b5\u30fc\u30d3\u30b9\u3068\u7d71\u5408\u3055\u308c\u307e\u3059\u3002 \u3053\u308c\u3089\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u30ed\u30b0\u30c7\u30fc\u30bf\u3092DataDog\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u9001\u4fe1\u3057\u3066\u3001\u4e00\u5143\u5316\u3055\u308c\u305f\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u53d6\u5f97\u3001\u5206\u6790\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001DataDog \u306e\u76e3\u8996\u3068\u30ed\u30b0\u5206\u6790\u3092\u95a2\u9023\u4ed8\u3051\u3001\u5358\u4e00\u306e\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u304b\u3089\u5305\u62ec\u7684\u306a\u904b\u7528\u4e0a\u306e\u6d1e\u5bdf\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>APM \u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3: DataDog \u306f\u3001Java\u3001Python\u3001Ruby \u306a\u3069\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u7528\u306e APM \u30e9\u30a4\u30d6\u30e9\u30ea\u3084\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306a\u3069\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u7ba1\u7406 (APM) \u30c4\u30fc\u30eb\u3068\u306e\u7d71\u5408\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u3053\u308c\u3089\u306e\u7d71\u5408\u306f\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u304b\u3089\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30af\u30a8\u30ea\u3001\u3055\u307e\u3056\u307e\u306a\u30b5\u30fc\u30d3\u30b9\u9593\u306e\u547c\u3073\u51fa\u3057\u307e\u3067\u3001DataDog \u306b\u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3092\u5b9f\u88c5\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002 APM\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u6b21\u306e\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=2591\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"\u5229\u7528\u8005\"\/><\/figure>\n\n\n\n<p>\u30c1\u30e3\u30c3\u30c8GPT\u3092\u7d9a\u3051\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30ec\u30d9\u30eb\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30e1\u30c8\u30ea\u30c3\u30af\u3001\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u30c8\u30ec\u30fc\u30b9\u3001\u30a8\u30e9\u30fc\u5206\u6790\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u63a8\u5968\u4e8b\u9805\u3092\u53d6\u5f97\u3057\u3066\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u3088\u308a\u3088\u304f\u7406\u89e3\u3057\u3066\u6700\u9069\u5316\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"6\">\n<li>CI\/CD \u7d71\u5408: DataDog \u306f\u3001Jenkins\u3001Travis CI\u3001CircleCI \u306a\u3069\u306e\u7d99\u7d9a\u7684\u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\u304a\u3088\u3073\u7d99\u7d9a\u7684\u30c7\u30ea\u30d0\u30ea\u30fc (CI\/CD) \u30c4\u30fc\u30eb\u3068\u3082\u7d71\u5408\u3057\u307e\u3059\u3002 \u3053\u308c\u3089\u306e\u7d71\u5408\u306b\u3088\u308a\u3001DataDog \u306e\u76e3\u8996\u3068\u30a2\u30e9\u30fc\u30c8\u3092 CI\/CD \u30d7\u30ed\u30bb\u30b9\u306e\u4e00\u90e8\u3068\u3057\u3066\u30d3\u30eb\u30c9\u304a\u3088\u3073\u30c7\u30d7\u30ed\u30a4\u30d7\u30ed\u30bb\u30b9\u306b\u7d44\u307f\u8fbc\u3080\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u30d3\u30eb\u30c9 \u30d5\u30a7\u30fc\u30ba\u3068\u914d\u7f6e\u30d5\u30a7\u30fc\u30ba\u3067\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9 \u30c6\u30b9\u30c8\u3001\u30a8\u30e9\u30fc\u691c\u51fa\u3001\u304a\u3088\u3073\u69cb\u6210\u691c\u8a3c\u306e\u76e3\u8996\u3092\u5b9f\u884c\u3057\u3066\u3001\u74b0\u5883\u5168\u4f53\u3067\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u5b89\u5b9a\u6027\u3092\u78ba\u4fdd\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30b3\u30f3\u30c6\u30ca\u3068\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb\u306e\u7d71\u5408:Kubernetes\u306b\u52a0\u3048\u3066\u3001DataDog\u306fDocker\u3001Amazon ECS\u3001Azure Kubernetes Service\u306a\u3069\u306e\u4ed6\u306e\u30b3\u30f3\u30c6\u30ca\u304a\u3088\u3073\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb\u3068\u7d71\u5408\u3057\u307e\u3059\u3002 \u3053\u308c\u3089\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u30b3\u30f3\u30c6\u30ca\u5316\u3055\u308c\u305f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u6b63\u5e38\u6027\u3092\u76e3\u8996\u304a\u3088\u3073\u7ba1\u7406\u3057\u3001\u30b3\u30f3\u30c6\u30ca\u30ea\u30bd\u30fc\u30b9\u306e\u4f7f\u7528\u72b6\u6cc1\u3001\u30b9\u30b1\u30b8\u30e5\u30fc\u30ea\u30f3\u30b0\u3001\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u306b\u95a2\u3059\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u30b3\u30f3\u30c6\u30ca\u5316\u3055\u308c\u305f\u74b0\u5883\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u4fe1\u983c\u6027\u3092\u3088\u308a\u3088\u304f\u7406\u89e3\u3057\u3001\u6700\u9069\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>DataDog \u3092\u4ed6\u306e\u4e00\u822c\u7684\u306a\u30c4\u30fc\u30eb\u3084\u30b5\u30fc\u30d3\u30b9\u3068\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u5305\u62ec\u7684\u306a\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u76e3\u8996\u3068\u7ba1\u7406\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u3088\u308a\u6df1\u3044\u6d1e\u5bdf\u3001\u3088\u308a\u52b9\u7387\u7684\u306a\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u6700\u9069\u5316\u3001\u304a\u3088\u3073\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u4fe1\u983c\u6027\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002 \u74b0\u5883\u3068\u30cb\u30fc\u30ba\u306b\u9069\u3057\u305f\u7d71\u5408\u3092\u9078\u629e\u3057\u3001\u6700\u9069\u306a\u76e3\u8996\u3068\u904b\u7528\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=2591\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"\u5229\u7528\u8005\"\/><\/figure>\n\n\n\n<p>ChatGPT\u3078\u306e\u30ab\u30b9\u30bf\u30e0\u7d71\u5408\u3068\u62e1\u5f35\u6a5f\u80fd\u306e\u305f\u3081\u306bDataDog API\u3092\u4f7f\u7528\u3059\u308b\u65b9\u6cd5\u3092\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>DataDog API \u3092\u4f7f\u7528\u3057\u305f\u30ab\u30b9\u30bf\u30e0\u7d71\u5408\u3068\u62e1\u5f35\u6a5f\u80fd\u306f\u3001\u7279\u5b9a\u306e\u30cb\u30fc\u30ba\u3084\u30d3\u30b8\u30cd\u30b9\u30b7\u30ca\u30ea\u30aa\u306b\u57fa\u3065\u3044\u3066\u3001DataDog \u3092\u4ed6\u306e\u30b7\u30b9\u30c6\u30e0\u3084\u30c4\u30fc\u30eb\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002 DataDog \u306f\u3001DataDog \u306e\u6a5f\u80fd\u3068\u30c7\u30fc\u30bf\u306b\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u30a2\u30af\u30bb\u30b9\u3057\u3066\u64cd\u4f5c\u3067\u304d\u308b\u8c4a\u5bcc\u306a API \u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u30ab\u30b9\u30bf\u30e0\u7d71\u5408\u3068\u62e1\u5f35\u6a5f\u80fd\u306bDataDog API\u3092\u4f7f\u7528\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3059\u624b\u9806\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>API \u30ad\u30fc\u306e\u53d6\u5f97: \u307e\u305a\u3001DataDog \u30b3\u30f3\u30bd\u30fc\u30eb\u3067 API \u30ad\u30fc\u3092\u53d6\u5f97\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 DataDog \u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u30ed\u30b0\u30a4\u30f3\u3057\u3001\u300c\u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\u300d\u30bb\u30af\u30b7\u30e7\u30f3\u306e\u300cAPI\u300d\u3092\u898b\u3064\u3051\u307e\u3059\u3002 API \u8981\u6c42\u306e\u8a8d\u8a3c\u306b\u4f7f\u7528\u3055\u308c\u308b\u65b0\u3057\u3044 API \u30ad\u30fc\u3092\u751f\u6210\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>API \u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3092\u9078\u629e\u3059\u308b: \u30cb\u30fc\u30ba\u306b\u57fa\u3065\u3044\u3066\u7d71\u5408\u304a\u3088\u3073\u62e1\u5f35\u3059\u308b\u9069\u5207\u306a DataDog API \u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3092\u9078\u629e\u3057\u307e\u3059\u3002 DataDog API \u306f\u3001\u76e3\u8996\u3001\u30a4\u30d9\u30f3\u30c8\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3001\u30bf\u30b0\u3001\u30ed\u30b0\u306a\u3069\u3092\u30ab\u30d0\u30fc\u3059\u308b\u591a\u304f\u306e\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u5b9f\u88c5\u3059\u308b\u6a5f\u80fd\u306b\u57fa\u3065\u3044\u3066\u9069\u5207\u306a API \u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u8a8d\u8a3c\u3068\u8a8d\u8a3c: DataDog API \u3092\u4f7f\u7528\u3059\u308b\u524d\u306b\u3001\u751f\u6210\u3055\u308c\u305f API \u30ad\u30fc\u3092\u4f7f\u7528\u3057\u3066\u8a8d\u8a3c\u304a\u3088\u3073\u8a8d\u8a3c\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 \u5404 API \u8981\u6c42\u306e\u30d8\u30c3\u30c0\u30fc\u306b API \u30ad\u30fc\u3092\u542b\u3081\u308b\u3053\u3068\u3082\u3001\u5225\u306e\u9069\u5207\u306a\u8a8d\u8a3c\u30e1\u30ab\u30cb\u30ba\u30e0\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>API \u30ea\u30af\u30a8\u30b9\u30c8\u3092\u884c\u3046: API \u30ea\u30af\u30a8\u30b9\u30c8\u3092\u958b\u59cb\u3057\u3001\u9069\u5207\u306a HTTP \u30e9\u30a4\u30d6\u30e9\u30ea\u307e\u305f\u306f DataDog \u304c\u63d0\u4f9b\u3059\u308b\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u7528\u3057\u3066 DataDog \u3068\u901a\u4fe1\u3057\u307e\u3059\u3002 \u9069\u5207\u306a API \u8981\u6c42 URL \u3092\u4f5c\u6210\u3057\u3001\u5fc5\u8981\u306a\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u3001\u30c7\u30fc\u30bf\u3001\u304a\u3088\u3073\u30d8\u30c3\u30c0\u30fc\u3092\u8981\u6c42\u306b\u542b\u3081\u307e\u3059\u3002 \u9078\u629e\u3057\u305f API \u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306b\u5fdc\u3058\u3066\u3001GET\u3001POST\u3001PUT\u3001DELETE \u306a\u3069\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u958b\u59cb\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>API \u5fdc\u7b54\u306e\u51e6\u7406: API \u8981\u6c42\u3078\u306e\u5fdc\u7b54\u306b\u57fa\u3065\u3044\u3066\u3001\u8fd4\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u89e3\u6790\u3057\u3066\u51e6\u7406\u3057\u307e\u3059\u3002 DataDog API \u306f\u901a\u5e38\u3001JSON \u5f62\u5f0f\u3067\u30c7\u30fc\u30bf\u3092\u8fd4\u3057\u3001\u9069\u5207\u306a JSON \u89e3\u6790\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u7528\u3057\u3066\u51e6\u7406\u53ef\u80fd\u306a\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u30c7\u30fc\u30bf\u69cb\u9020\u306b\u5909\u63db\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30ab\u30b9\u30bf\u30e0\u7d71\u5408\u3068\u62e1\u5f35\u6a5f\u80fd: DataDog API \u306e\u6a5f\u80fd\u3068\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u3001\u30ab\u30b9\u30bf\u30e0\u7d71\u5408\u3068\u62e1\u5f35\u6a5f\u80fd\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002 \u305f\u3068\u3048\u3070\u3001DataDog API \u3092\u4f7f\u7528\u3057\u3066\u3001\u30ab\u30b9\u30bf\u30e0\u30e1\u30c8\u30ea\u30af\u30b9\u30c7\u30fc\u30bf\u3092 DataDog \u306b\u9001\u4fe1\u3057\u3066\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3057\u305f\u308a\u3001\u5916\u90e8\u30a4\u30d9\u30f3\u30c8\u30c7\u30fc\u30bf\u3092 DataDog \u306b\u9001\u4fe1\u3057\u3066\u76f8\u95a2\u3084\u30a2\u30e9\u30fc\u30c8\u3092\u884c\u3063\u305f\u308a\u3001\u7279\u5b9a\u306e\u6761\u4ef6\u306b\u57fa\u3065\u3044\u3066\u7279\u5b9a\u306e\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u81ea\u52d5\u5316\u3057\u305f\u308a\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u76e3\u8996\u3068\u30c7\u30d0\u30c3\u30b0: \u7d71\u5408\u3068\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u4e2d\u306b API \u8981\u6c42\u3068\u5fdc\u7b54\u304c\u76e3\u8996\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002 \u9069\u5207\u306a\u30ed\u30b0\u8a18\u9332\u3068\u30a8\u30e9\u30fc\u51e6\u7406\u30e1\u30ab\u30cb\u30ba\u30e0\u3092\u4f7f\u7528\u3057\u3066\u3001\u554f\u984c\u3092\u7279\u5b9a\u3057\u3066\u30bf\u30a4\u30e0\u30ea\u30fc\u306b\u89e3\u6c7a\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002 \u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30c7\u30d0\u30c3\u30b0\u3068\u6700\u9069\u5316\u3092\u884c\u3044\u3001\u7d71\u5408\u3068\u62e1\u5f35\u306e\u5b89\u5b9a\u6027\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u78ba\u4fdd\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>DataDog API \u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u7279\u5b9a\u306e\u30cb\u30fc\u30ba\u3084\u30d3\u30b8\u30cd\u30b9\u30b7\u30ca\u30ea\u30aa\u306b\u5fdc\u3058\u3066 DataDog \u306e\u6a5f\u80fd\u3092\u7d71\u5408\u304a\u3088\u3073\u62e1\u5f35\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u4ed6\u306e\u30b7\u30b9\u30c6\u30e0\u3084\u30c4\u30fc\u30eb\u3068\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u6539\u5584\u3057\u3001\u30cb\u30fc\u30ba\u3068\u76ee\u6a19\u306b\u57fa\u3065\u3044\u3066\u3088\u308a\u6df1\u3044\u76e3\u8996\u3001\u81ea\u52d5\u5316\u3001\u6d1e\u5bdf\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002 \u304a\u9858\u3044\u3057\u307e\u3059<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=2591\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"\u5229\u7528\u8005\"\/><\/figure>\n\n\n\n<p>\u30c1\u30e3\u30c3\u30c8GPT\u3092\u7d9a\u3051\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>\u30ab\u30b9\u30bf\u30e0\u7d71\u5408\u3068\u62e1\u5f35\u6a5f\u80fd\u306bDataDog API\u3092\u4f7f\u7528\u3059\u308b\u65b9\u6cd5\u306e\u7c21\u5358\u306a\u4f8b\u3092\u6b21\u306b\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>HTTP \u30e9\u30a4\u30d6\u30e9\u30ea\u3084 JSON \u89e3\u6790\u30e9\u30a4\u30d6\u30e9\u30ea\u306a\u3069\u306e\u5fc5\u8981\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u3066\u3001API \u8981\u6c42\u3092\u958b\u59cb\u3057\u3001\u8fd4\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u7279\u5b9a\u306e DataDog API \u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u305f\u3081\u306e API \u30ea\u30af\u30a8\u30b9\u30c8 URL \u3068\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002 \u305f\u3068\u3048\u3070\u3001\u30ab\u30b9\u30bf\u30e0\u30e1\u30c8\u30ea\u30af\u30b9\u30c7\u30fc\u30bf\u3092\u9001\u4fe1\u3059\u308b\u5834\u5408\u306f\u3001\u30e1\u30c8\u30ea\u30af\u30b9\u540d\u3001\u5024\u3001\u30bf\u30a4\u30e0\u30b9\u30bf\u30f3\u30d7\u3092\u6307\u5b9a\u3057\u3066\u3001\u9069\u5207\u306a URL \u3068\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>API \u8981\u6c42\u3092\u4f5c\u6210\u3057\u3001\u8a8d\u8a3c\u7528\u306e\u8981\u6c42\u30d8\u30c3\u30c0\u30fc\u306b API \u30ad\u30fc\u3092\u542b\u3081\u307e\u3059\u3002 \u9069\u5207\u306a HTTP \u30e1\u30bd\u30c3\u30c9 (POST \u306a\u3069) \u3068\u6b63\u3057\u3044\u30d8\u30c3\u30c0\u30fc (\u30b3\u30f3\u30c6\u30f3\u30c4 \u30bf\u30a4\u30d7\u306a\u3069) \u3092\u4f7f\u7528\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/li>\n\n\n\n<li>API \u8981\u6c42\u3092\u884c\u3044\u3001\u5fdc\u7b54\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002 HTTP \u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u7528\u3057\u3066 API \u8981\u6c42\u3092\u9001\u4fe1\u3057\u3001\u8fd4\u3055\u308c\u305f\u5fdc\u7b54\u3092\u5909\u6570\u3068\u3057\u3066\u683c\u7d0d\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>API \u5fdc\u7b54\u306e\u89e3\u6790\u3002 JSON \u306a\u3069\u3001\u8fd4\u3055\u308c\u308b\u30c7\u30fc\u30bf\u306e\u30bf\u30a4\u30d7\u306b\u5fdc\u3058\u3066\u3001JSON \u89e3\u6790\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u7528\u3057\u3066\u3001\u5fdc\u7b54\u3092\u51e6\u7406\u53ef\u80fd\u306a\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u30c7\u30fc\u30bf\u69cb\u9020\u306b\u5909\u63db\u3057\u307e\u3059\u3002 \u5fdc\u7b54\u3068\u30d7\u30ed\u30bb\u30b9\u304b\u3089\u5fc5\u8981\u306a\u60c5\u5831\u3092\u62bd\u51fa\u3057\u3001\u305d\u308c\u306b\u5fdc\u3058\u3066\u5206\u6790\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30cb\u30fc\u30ba\u306b\u57fa\u3065\u3044\u3066\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3001\u7d71\u5408\u3001\u62e1\u5f35\u3057\u307e\u3059\u3002 DataDog API \u306b\u3088\u3063\u3066\u63d0\u4f9b\u3055\u308c\u308b\u95a2\u6570\u3068\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u3001\u7279\u5b9a\u306e\u7d71\u5408\u30b7\u30ca\u30ea\u30aa\u3068\u30d3\u30b8\u30cd\u30b9\u30cb\u30fc\u30ba\u306b\u57fa\u3065\u3044\u3066\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u64cd\u4f5c\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002 \u3053\u308c\u306b\u306f\u3001DataDog \u3078\u306e\u5916\u90e8\u30a4\u30d9\u30f3\u30c8\u30c7\u30fc\u30bf\u306e\u9001\u4fe1\u3001\u4ed6\u306e\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u30c7\u30fc\u30bf\u4ea4\u63db\u3001\u30bf\u30b9\u30af\u306e\u81ea\u52d5\u5316\u306a\u3069\u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u76e3\u8996\u3068\u30c7\u30d0\u30c3\u30b0\u3002 API \u306e\u8981\u6c42\u3068\u5fdc\u7b54\u3092\u30ed\u30b0\u306b\u8a18\u9332\u3057\u3066\u3001\u554f\u984c\u3092\u7279\u5b9a\u3057\u3066\u30bf\u30a4\u30e0\u30ea\u30fc\u306b\u89e3\u6c7a\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002 \u7d71\u5408\u306e\u5b89\u5b9a\u6027\u3068\u4fe1\u983c\u6027\u3092\u9ad8\u3081\u308b\u305f\u3081\u306e\u9069\u5207\u306a\u30a8\u30e9\u30fc\u51e6\u7406\u3068\u4f8b\u5916\u51e6\u7406\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u6b63\u78ba\u306a\u30b3\u30fc\u30c9\u5b9f\u88c5\u3068\u7d71\u5408\u306e\u8a73\u7d30\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u4f7f\u7528\u3059\u308b\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u3088\u3063\u3066\u7570\u306a\u308b\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002 DataDog \u306b\u306f\u8a73\u7d30\u306a API \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3068\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\u304c\u7528\u610f\u3055\u308c\u3066\u304a\u308a\u3001\u3088\u308a\u5177\u4f53\u7684\u306a\u30ac\u30a4\u30c0\u30f3\u30b9\u3092\u53c2\u7167\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6700\u3082\u91cd\u8981\u306a\u3053\u3068\u306f\u3001\u30ab\u30b9\u30bf\u30e0\u7d71\u5408\u3068\u62e1\u5f35\u6a5f\u80fd\u306b DataDog API \u3092\u4f7f\u7528\u3059\u308b\u524d\u306b\u3001DataDog API \u306e\u6a5f\u80fd\u3068\u5236\u9650\u306b\u7cbe\u901a\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3067\u3059\u3002 \u9069\u5207\u306a\u30c6\u30b9\u30c8\u3068\u691c\u8a3c\u3092\u884c\u3046\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u306b\u5f93\u3063\u3066\u3001\u7d71\u5408\u306e\u6b63\u78ba\u6027\u3068\u5b89\u5b9a\u6027\u3092\u78ba\u4fdd\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=2591\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"\u5229\u7528\u8005\"\/><\/figure>\n\n\n\n<p>DataDog ChatGPT \u3092\u4f7f\u7528\u3059\u308b\u305f\u3081\u306b\u63d0\u4f9b\u3055\u308c\u308b\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u306e\u63a8\u5968\u4e8b\u9805\u3092\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>DataDog \u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u306e\u63a8\u5968\u4e8b\u9805\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u305d\u306e\u6a5f\u80fd\u3068\u5229\u70b9\u3092\u6700\u5927\u5316\u3057\u3001\u76e3\u8996\u3068\u904b\u7528\u52b9\u7387\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u4e00\u822c\u7684\u306a\u30d9\u30b9\u30c8 \u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u306e\u63a8\u5968\u4e8b\u9805\u3092\u6b21\u306b\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u660e\u78ba\u306a\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u76ee\u6a19\u3092\u5b9a\u7fa9\u3059\u308b: DataDog \u306e\u4f7f\u7528\u3092\u958b\u59cb\u3059\u308b\u524d\u306b\u3001\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306e\u76ee\u6a19\u3068\u61f8\u5ff5\u4e8b\u9805\u3092\u660e\u78ba\u306b\u3057\u307e\u3059\u3002 \u76e3\u8996\u3059\u308b\u4e3b\u8981\u306a\u30e1\u30c8\u30ea\u30c3\u30af\u3001\u3057\u304d\u3044\u5024\u3001\u304a\u3088\u3073\u30a2\u30e9\u30fc\u30c8\u6761\u4ef6\u3092\u7279\u5b9a\u3057\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u7279\u5b9a\u306e\u30cb\u30fc\u30ba\u3092\u6e80\u305f\u3059\u3088\u3046\u306b\u76e3\u8996\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3068\u30a2\u30e9\u30fc\u30c8 \u30eb\u30fc\u30eb\u3092\u3088\u308a\u9069\u5207\u306b\u69cb\u6210\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30e1\u30c8\u30ea\u30c3\u30af\u3068\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u983b\u5ea6\u306e\u9069\u5207\u306a\u9078\u629e: \u30cb\u30fc\u30ba\u306b\u5408\u3063\u305f\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30e1\u30c8\u30ea\u30af\u30b9\u3068\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u983b\u5ea6\u3092\u9078\u629e\u3057\u307e\u3059\u3002 \u30e1\u30c8\u30ea\u30c3\u30af\u304c\u591a\u3059\u304e\u3066\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u304c\u983b\u7e41\u306b\u884c\u308f\u308c\u308b\u3068\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3068\u51e6\u7406\u306e\u30b3\u30b9\u30c8\u304c\u5897\u52a0\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002 \u5bfe\u8c61\u306e\u30e1\u30c8\u30ea\u30c3\u30af\u306e\u91cd\u8981\u5ea6\u3068\u5909\u66f4\u306e\u983b\u5ea6\u306b\u57fa\u3065\u3044\u3066\u3001\u9069\u5207\u306a\u30e1\u30c8\u30ea\u30c3\u30af\u3068\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u9593\u9694\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30bf\u30b0\u4ed8\u3051: \u30bf\u30b0\u3092\u9069\u5207\u306b\u4f7f\u7528\u3057\u3066\u3001\u76e3\u8996\u30ea\u30bd\u30fc\u30b9\u3092\u6574\u7406\u304a\u3088\u3073\u5206\u985e\u3057\u307e\u3059\u3002 \u30bf\u30b0\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u76e3\u8996\u30c7\u30fc\u30bf\u3092\u3059\u3070\u3084\u304f\u30d5\u30a3\u30eb\u30bf\u30fc\u51e6\u7406\u3001\u691c\u7d22\u3001\u304a\u3088\u3073\u30b0\u30eb\u30fc\u30d7\u5316\u3067\u304d\u307e\u3059\u3002 \u4e00\u8cab\u6027\u306e\u3042\u308b\u610f\u5473\u306e\u3042\u308b\u30bf\u30b0\u547d\u540d\u898f\u5247\u3092\u4f7f\u7528\u3057\u3001\u76e3\u8996\u74b0\u5883\u5168\u4f53\u3067\u4e00\u8cab\u6027\u3092\u4fdd\u3061\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u610f\u5473\u306e\u3042\u308b\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4f5c\u6210\u3059\u308b: \u3055\u307e\u3056\u307e\u306a\u61f8\u5ff5\u4e8b\u9805\u3084\u5f79\u5272\u306b\u57fa\u3065\u3044\u3066\u610f\u5473\u306e\u3042\u308b\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002 \u95a2\u9023\u3059\u308b\u30e1\u30c8\u30ea\u30c3\u30af\u3068\u30b0\u30e9\u30d5\u3092\u30b0\u30eb\u30fc\u30d7\u5316\u3057\u3066\u3001\u4e3b\u8981\u696d\u7e3e\u8a55\u4fa1\u6307\u6a19\u306e\u5305\u62ec\u7684\u306a\u30d3\u30e5\u30fc\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u30ec\u30a4\u30a2\u30a6\u30c8\u304c\u660e\u78ba\u3067\u3001\u7406\u89e3\u3057\u3084\u3059\u304f\u3001\u6700\u65b0\u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u9069\u5207\u306a\u30a2\u30e9\u30fc\u30c8 \u30eb\u30fc\u30eb\u3092\u8a2d\u5b9a\u3059\u308b: \u76e3\u8996\u306e\u76ee\u6a19\u3068\u61f8\u5ff5\u4e8b\u9805\u306b\u57fa\u3065\u3044\u3066\u9069\u5207\u306a\u30a2\u30e9\u30fc\u30c8 \u30eb\u30fc\u30eb\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002 \u30a2\u30e9\u30fc\u30c8 \u30eb\u30fc\u30eb\u304c\u3001\u6b63\u78ba\u306a\u3057\u304d\u3044\u5024\u3068\u6761\u4ef6\u3001\u304a\u3088\u3073\u9069\u5207\u306a\u512a\u5148\u5ea6\u3068\u901a\u77e5\u30dd\u30ea\u30b7\u30fc\u306b\u57fa\u3065\u3044\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002 \u30a2\u30e9\u30fc\u30c8 \u30eb\u30fc\u30eb\u306e\u6709\u52b9\u6027\u3092\u5b9a\u671f\u7684\u306b\u78ba\u8a8d\u3057\u3001\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3068\u30cb\u30fc\u30ba\u306b\u57fa\u3065\u3044\u3066\u8abf\u6574\u304a\u3088\u3073\u6700\u9069\u5316\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u6700\u9069\u5316: \u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u6700\u9069\u5316\u306b\u306f\u3001DataDog \u304c\u63d0\u4f9b\u3059\u308b\u76e3\u8996\u304a\u3088\u3073\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002 \u30c7\u30fc\u30bf\u99c6\u52d5\u578b\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u76e3\u8996\u30e1\u30c8\u30ea\u30c3\u30af\u3001\u30ed\u30b0\u3001\u304a\u3088\u3073\u30a4\u30d9\u30f3\u30c8\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3066\u3001\u554f\u984c\u306e\u6839\u672c\u539f\u56e0\u3092\u7279\u5b9a\u3057\u3001\u554f\u984c\u3092\u89e3\u6c7a\u3057\u3066\u30b7\u30b9\u30c6\u30e0\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306e\u9069\u5207\u306a\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u81ea\u52d5\u5316\u3068\u7d71\u5408: DataDog \u306e\u81ea\u52d5\u5316\u6a5f\u80fd\u3068\u7d71\u5408\u3092\u6d3b\u7528\u3057\u3066\u3001\u76e3\u8996\u304a\u3088\u3073\u904b\u7528\u30d7\u30ed\u30bb\u30b9\u3092\u4ed6\u306e\u30b7\u30b9\u30c6\u30e0\u3084\u30c4\u30fc\u30eb\u3068\u7d71\u5408\u3057\u307e\u3059\u3002 \u76e3\u8996\u3001\u30a2\u30e9\u30fc\u30c8\u3001\u30c8\u30e9\u30d6\u30eb\u51e6\u7406\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u81ea\u52d5\u5316\u3057\u3066\u3001\u52b9\u7387\u3068\u5fdc\u7b54\u6027\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002 \u4ed6\u306e\u30c4\u30fc\u30eb\u3084\u30b5\u30fc\u30d3\u30b9\u3068\u7d71\u5408\u3057\u3066\u3001\u3088\u308a\u5305\u62ec\u7684\u306a\u76e3\u8996\u3068\u6d1e\u5bdf\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u5b9a\u671f\u7684\u306a\u30ec\u30d3\u30e5\u30fc\u3068\u6700\u9069\u5316: \u76e3\u8996\u306e\u69cb\u6210\u3068\u8a2d\u5b9a\u3092\u5b9a\u671f\u7684\u306b\u78ba\u8a8d\u3057\u3066\u8a55\u4fa1\u3057\u307e\u3059\u3002 \u6307\u306e\u76e3\u8996\u3092\u6700\u9069\u5316\u3059\u308b\u306a\u3069\u3001\u6f5c\u5728\u7684\u306a\u6539\u5584\u306e\u6a5f\u4f1a\u3092\u7279\u5b9a\u3059\u308b<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=2591\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"\u5229\u7528\u8005\"\/><\/figure>\n\n\n\n<p>\u30c1\u30e3\u30c3\u30c8GPT\u3092\u7d9a\u3051\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>\u6a19\u6e96\u3001\u30a2\u30e9\u30fc\u30c8\u30eb\u30fc\u30eb\u306e\u8abf\u6574\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u30ec\u30a4\u30a2\u30a6\u30c8\u306e\u6700\u9069\u5316\u306a\u3069\u3002 \u30d3\u30b8\u30cd\u30b9\u30cb\u30fc\u30ba\u3084\u30b7\u30b9\u30c6\u30e0\u5909\u66f4\u306b\u5fdc\u3058\u3066\u5fc5\u8981\u306a\u6700\u9069\u5316\u3068\u6539\u5584\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"9\">\n<li>\u30c1\u30fc\u30e0\u3068\u306e\u5171\u6709\u3068\u5171\u540c\u4f5c\u696d: \u76e3\u8996\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3001\u30a2\u30e9\u30fc\u30c8 \u30eb\u30fc\u30eb\u3001\u30ec\u30dd\u30fc\u30c8\u3092\u30c1\u30fc\u30e0 \u30e1\u30f3\u30d0\u30fc\u3068\u5171\u6709\u3057\u307e\u3059\u3002 \u30c1\u30fc\u30e0 \u30e1\u30f3\u30d0\u30fc\u304c\u76e3\u8996\u306e\u91cd\u8981\u6027\u3068\u4fa1\u5024\u3092\u7406\u89e3\u3057\u3001\u76e3\u8996\u306e\u69cb\u6210\u3068\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u30d7\u30ed\u30bb\u30b9\u306b\u53c2\u52a0\u3067\u304d\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002 \u30c1\u30fc\u30e0\u9593\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u77e5\u8b58\u5171\u6709\u3092\u4fc3\u9032\u3057\u3001\u3088\u308a\u52b9\u7387\u7684\u306a\u904b\u7528\u7ba1\u7406\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u5b66\u7fd2\u3068\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0:\u5b66\u7fd2\u3068\u7d99\u7d9a\u7684\u306a\u6539\u5584\u306e\u8003\u3048\u65b9\u3092\u7dad\u6301\u3057\u307e\u3059\u3002 DataDog \u306e\u65b0\u6a5f\u80fd\u3084\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u3092\u8abf\u3079\u305f\u308a\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3084\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u30a4\u30d9\u30f3\u30c8\u306b\u53c2\u52a0\u3057\u305f\u308a\u3001\u4ed6\u306e\u30e6\u30fc\u30b6\u30fc\u3084\u30a8\u30ad\u30b9\u30d1\u30fc\u30c8\u3068\u7d4c\u9a13\u3084\u30a4\u30f3\u30b5\u30a4\u30c8\u3092\u4ea4\u63db\u3057\u305f\u308a\u3067\u304d\u307e\u3059\u3002 \u7d99\u7d9a\u7684\u306a\u5b66\u7fd2\u3068\u5171\u6709\u3092\u901a\u3058\u3066\u3001DataDog\u3092\u4f7f\u7528\u3059\u308b\u30b9\u30ad\u30eb\u3068\u80fd\u529b\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u8981\u7d04\u3059\u308b\u3068\u3001DataDog \u3092\u4f7f\u7528\u3059\u308b\u305f\u3081\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u306e\u63a8\u5968\u4e8b\u9805\u306f\u3001\u76e3\u8996\u76ee\u6a19\u306e\u660e\u78ba\u306a\u5b9a\u7fa9\u3001\u30e1\u30c8\u30ea\u30af\u30b9\u3068\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u983b\u5ea6\u306e\u9069\u5207\u306a\u9078\u629e\u3001\u30e9\u30d9\u30eb\u4ed8\u3051\u3001\u610f\u5473\u306e\u3042\u308b\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u4f5c\u6210\u3001\u9069\u5207\u306a\u30a2\u30e9\u30fc\u30c8\u30eb\u30fc\u30eb\u306e\u8a2d\u5b9a\u3001\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u6700\u9069\u5316\u3001\u81ea\u52d5\u5316\u3068\u7d71\u5408\u3001\u5b9a\u671f\u7684\u306a\u30ec\u30d3\u30e5\u30fc\u3068\u6700\u9069\u5316\u3001\u30c1\u30fc\u30e0\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u3001\u7d99\u7d9a\u7684\u306a\u5b66\u7fd2\u3068\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3092\u30ab\u30d0\u30fc\u3057\u3066\u3044\u307e\u3059\u3002 \u3053\u308c\u3089\u306e\u63a8\u5968\u4e8b\u9805\u306b\u5f93\u3046\u3053\u3068\u3067\u3001DataDog \u306e\u4f7f\u7528\u52b9\u7387\u3068\u4fa1\u5024\u3092\u5411\u4e0a\u3055\u305b\u3001\u3088\u308a\u826f\u3044\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3068\u904b\u7528\u7ba1\u7406\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=2591\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"\u5229\u7528\u8005\"\/><\/figure>\n\n\n\n<p>DataDog\u306b\u3088\u308bChatGPT\u306e\u52b9\u679c\u7684\u304b\u3064\u52b9\u7387\u7684\u306a\u4f7f\u7528\u3092\u78ba\u5b9f\u306b\u3059\u308b\u305f\u3081\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u6700\u9069\u5316\u306e\u30d2\u30f3\u30c8\u3068\u6226\u7565\u3092\u8a73\u7d30\u306b\u8aac\u660e\u3057\u3001\u5171\u6709\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u6700\u9069\u5316\u306e\u30d2\u30f3\u30c8\u3068\u6226\u7565\u3092\u5171\u6709\u3059\u308b\u3053\u3068\u3067\u3001DataDog \u3092\u52b9\u679c\u7684\u304b\u3064\u52b9\u7387\u7684\u306b\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u95a2\u9023\u3059\u308b\u63a8\u5968\u4e8b\u9805\u3092\u6b21\u306b\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u4e3b\u8981\u306a\u6307\u6a19\u3092\u7279\u5b9a\u3059\u308b: \u6700\u3082\u91cd\u8996\u3059\u308b\u4e3b\u8981\u696d\u7e3e\u8a55\u4fa1\u6307\u6a19\u3092\u7279\u5b9a\u3057\u307e\u3059\u3002 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3067\u6700\u3082\u91cd\u8981\u306a\u30e1\u30c8\u30ea\u30c3\u30af\u3092\u7406\u89e3\u3057\u3066\u3001\u305d\u308c\u3089\u306e\u76e3\u8996\u306b\u96c6\u4e2d\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u6700\u3082\u4fa1\u5024\u306e\u3042\u308b\u30c7\u30fc\u30bf\u306e\u76e3\u8996\u3068\u5206\u6790\u306b\u96c6\u4e2d\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u53ce\u96c6\u306e\u6700\u9069\u5316:\u30c7\u30fc\u30bf\u53d6\u5f97\u983b\u5ea6\u3092\u5408\u7406\u7684\u306b\u9078\u629e\u3057\u3066\u69cb\u6210\u3057\u307e\u3059\u3002 \u30c7\u30fc\u30bf\u53ce\u96c6\u306e\u983b\u5ea6\u304c\u9ad8\u3059\u304e\u308b\u3068\u3001\u30ea\u30bd\u30fc\u30b9\u306e\u6d88\u8cbb\u3068\u30b9\u30c8\u30ec\u30fc\u30b8 \u30b3\u30b9\u30c8\u304c\u5897\u52a0\u3057\u3001\u53ce\u96c6\u304c\u307e\u3070\u3089\u3059\u304e\u308b\u3068\u3001\u30c7\u30fc\u30bf\u306e\u640d\u5931\u3084\u4e0d\u6b63\u78ba\u3055\u306b\u3064\u306a\u304c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002 \u30a4\u30f3\u30b8\u30b1\u30fc\u30bf\u30fc\u306e\u5909\u66f4\u306e\u983b\u5ea6\u3068\u91cd\u8981\u6027\u306b\u5fdc\u3058\u3066\u3001\u9069\u5207\u306a\u53ce\u96c6\u983b\u5ea6\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30bf\u30b0\u3068\u30d5\u30a3\u30eb\u30bf\u30fc\u3092\u4f7f\u7528\u3059\u308b: DataDog \u306e\u30bf\u30b0\u3068\u30d5\u30a3\u30eb\u30bf\u30fc\u6a5f\u80fd\u3092\u5229\u7528\u3057\u3066\u3001\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30c7\u30fc\u30bf\u3092\u6574\u7406\u3057\u3001\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3057\u307e\u3059\u3002 \u30bf\u30b0\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30c7\u30fc\u30bf\u3092\u3088\u308a\u6b63\u78ba\u306b\u30d5\u30a3\u30eb\u30bf\u30fc\u51e6\u7406\u304a\u3088\u3073\u53d6\u5f97\u3057\u3001\u7279\u5b9a\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u74b0\u5883\u3001\u307e\u305f\u306f\u30c1\u30fc\u30e0\u306b\u95a2\u9023\u4ed8\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30bf\u30fc\u30b2\u30c3\u30c8\u3092\u7d5e\u3063\u305f\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4f5c\u6210\u3059\u308b: \u3055\u307e\u3056\u307e\u306a\u5f79\u5272\u3068\u61f8\u5ff5\u4e8b\u9805\u306b\u57fa\u3065\u3044\u3066\u30bf\u30fc\u30b2\u30c3\u30c8\u3092\u7d5e\u3063\u305f\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002 \u3055\u307e\u3056\u307e\u306a\u30c1\u30fc\u30e0\u30e1\u30f3\u30d0\u30fc\u307e\u305f\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306e\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4f5c\u6210\u3057\u3066\u3001\u5fc5\u8981\u306a\u4e3b\u8981\u306a\u30e1\u30c8\u30ea\u30c3\u30af\u3068\u6d1e\u5bdf\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u30ec\u30a4\u30a2\u30a6\u30c8\u304c\u660e\u78ba\u3067\u7406\u89e3\u3057\u3084\u3059\u3044\u3053\u3068\u3092\u78ba\u8a8d\u3057\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u904e\u5ea6\u306e\u8907\u96d1\u3055\u3092\u907f\u3051\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30b9\u30de\u30fc\u30c8\u30a2\u30e9\u30fc\u30c8\u30eb\u30fc\u30eb\u3092\u8a2d\u5b9a\u3059\u308b: DataDog \u306e\u30b9\u30de\u30fc\u30c8\u30a2\u30e9\u30fc\u30c8\u30eb\u30fc\u30eb\u6a5f\u80fd\u3092\u4f7f\u7528\u3057\u3066\u3001\u6b63\u78ba\u3067\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u30a2\u30e9\u30fc\u30c8\u6761\u4ef6\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002 \u30b9\u30de\u30fc\u30c8\u306a\u3057\u304d\u3044\u5024\u3092\u8a2d\u5b9a\u3057\u3001\u5c65\u6b74\u30c7\u30fc\u30bf\u3068\u50be\u5411\u306b\u57fa\u3065\u3044\u3066\u30eb\u30fc\u30eb\u3092\u52d5\u7684\u306b\u8abf\u6574\u3057\u3066\u3001\u8aa4\u691c\u77e5\u3084\u30a2\u30e9\u30fc\u30e0\u306e\u30ce\u30a4\u30ba\u3092\u56de\u907f\u3057\u307e\u3059\u3002 \u30a2\u30e9\u30fc\u30c8 \u30eb\u30fc\u30eb\u3092\u7d99\u7d9a\u7684\u306b\u76e3\u8996\u304a\u3088\u3073\u6700\u9069\u5316\u3057\u3066\u3001\u7570\u5e38\u304c\u30bf\u30a4\u30e0\u30ea\u30fc\u304b\u3064\u6b63\u78ba\u306b\u30ad\u30e3\u30c3\u30c1\u3055\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>AIOps \u6a5f\u80fd\u306e\u6d3b\u7528: DataDog \u306e AIOps \u6a5f\u80fd\u3092\u4f7f\u7528\u3057\u3066\u3001\u7570\u5e38\u3092\u81ea\u52d5\u7684\u306b\u7279\u5b9a\u3057\u3066\u5206\u6790\u3057\u307e\u3059\u3002 \u81ea\u52d5\u5316\u3055\u308c\u305f\u7570\u5e38\u691c\u51fa\u3068\u6839\u672c\u539f\u56e0\u5206\u6790\u306b\u3088\u308a\u3001\u554f\u984c\u3092\u3088\u308a\u8fc5\u901f\u306b\u7279\u5b9a\u3057\u3066\u89e3\u6c7a\u3057\u3001\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u6642\u9593\u3068\u52b4\u529b\u3092\u524a\u6e1b\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u6700\u9069\u5316: DataDog \u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u304a\u3088\u3073\u5206\u6790\u6a5f\u80fd\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u6700\u9069\u5316\u3092\u884c\u3044\u307e\u3059\u3002 \u30e1\u30c8\u30ea\u30c3\u30af\u3001\u30ed\u30b0\u3001\u304a\u3088\u3073\u30a4\u30d9\u30f3\u30c8\u30c7\u30fc\u30bf\u3092\u76e3\u8996\u3059\u308b\u3053\u3068\u3067\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3001\u30a8\u30e9\u30fc\u3001\u304a\u3088\u3073\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u554f\u984c\u3092\u7279\u5b9a\u3057\u3066\u89e3\u6c7a\u3057\u307e\u3059\u3002 DataDog \u306e\u30c8\u30ec\u30fc\u30b9\u304a\u3088\u3073\u30c7\u30a3\u30b9\u30c8\u30ea\u30d3\u30e5\u30fc\u30c6\u30a3\u30c3\u30c9(\u5206\u6563)\u30c8\u30ec\u30fc\u30b7\u30f3\u30b0\u6a5f\u80fd\u3092\u6d3b\u7528\u3057\u3066\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u30d5\u30ed\u30fc\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3092\u5206\u6790\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u5b9a\u671f\u7684\u306a\u30ec\u30d3\u30e5\u30fc\u3068\u6700\u9069\u5316: DataDog \u306e\u69cb\u6210\u3068\u8a2d\u5b9a\u306f\u5b9a\u671f\u7684\u306b\u30ec\u30d3\u30e5\u30fc\u3055\u308c\u3001\u8a55\u4fa1\u3055\u308c\u307e\u3059\u3002 \u4e0d\u8981\u306b\u306a\u3063\u305f\u76e3\u8996\u3092\u7279\u5b9a\u3057\u3066\u524a\u9664\u3059\u308b<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=2591\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"\u5229\u7528\u8005\"\/><\/figure>\n\n\n\n<p>\u30c1\u30e3\u30c3\u30c8GPT\u3092\u7d9a\u3051\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>\u30b9\u30c8\u30ec\u30fc\u30b8\u3068\u51e6\u7406\u306e\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3059\u308b\u305f\u3081\u306e\u30e1\u30c8\u30ea\u30c3\u30af\u3068\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3002 \u91cd\u8907\u3059\u308b\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u30de\u30fc\u30b8\u3084\u985e\u4f3c\u306e\u30a2\u30e9\u30fc\u30c8 \u30eb\u30fc\u30eb\u306e\u30de\u30fc\u30b8\u306a\u3069\u3001\u76e3\u8996\u306e\u69cb\u6210\u3092\u6700\u9069\u5316\u3057\u307e\u3059\u3002 \u76e3\u8996\u8a2d\u5b9a\u304c\u5b9f\u969b\u306e\u30cb\u30fc\u30ba\u3068\u4e00\u81f4\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"9\">\n<li>\u81ea\u52d5\u5316\u306e\u6d3b\u7528: DataDog \u304c\u63d0\u4f9b\u3059\u308b\u81ea\u52d5\u5316\u306b\u3088\u308a\u3001\u76e3\u8996\u3068\u904b\u7528\u30bf\u30b9\u30af\u3092\u7c21\u7d20\u5316\u3057\u307e\u3059\u3002 \u30c7\u30fc\u30bf\u53ce\u96c6\u3001\u30a2\u30e9\u30fc\u30c8\u901a\u77e5\u3001\u30ec\u30dd\u30fc\u30c8\u751f\u6210\u306a\u3069\u306e\u65e5\u5e38\u7684\u306a\u30bf\u30b9\u30af\u3092\u81ea\u52d5\u5316\u3057\u3066\u3001\u624b\u52d5\u30a2\u30af\u30b7\u30e7\u30f3\u3068\u4eba\u70ba\u7684\u30a8\u30e9\u30fc\u3092\u524a\u6e1b\u3057\u307e\u3059\u3002 \u540c\u6642\u306b\u3001\u81ea\u52d5\u5316\u6a5f\u80fd\u3092\u5099\u3048\u305f\u81ea\u52d5\u969c\u5bb3\u56de\u5fa9\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u6700\u9069\u5316\u306b\u3088\u308a\u3001\u5fdc\u7b54\u901f\u5ea6\u3068\u52b9\u7387\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u7d99\u7d9a\u7684\u306a\u5b66\u7fd2\u3068\u6700\u9069\u5316: DataDog \u306e\u65b0\u6a5f\u80fd\u3068\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u306b\u3064\u3044\u3066\u5b66\u3073\u7d9a\u3051\u3001\u305d\u308c\u3089\u306e\u4f7f\u7528\u65b9\u6cd5\u3092\u7d99\u7d9a\u7684\u306b\u6700\u9069\u5316\u3057\u307e\u3059\u3002 DataDog\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3084\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30a4\u30d9\u30f3\u30c8\u306b\u53c2\u52a0\u3057\u3066\u3001\u4ed6\u306e\u30e6\u30fc\u30b6\u30fc\u3084\u30a8\u30ad\u30b9\u30d1\u30fc\u30c8\u3068\u7d4c\u9a13\u3084\u6d1e\u5bdf\u3092\u4ea4\u63db\u3057\u307e\u3059\u3002 DataDog \u304c\u63d0\u4f9b\u3059\u308b\u5b66\u7fd2\u30ea\u30bd\u30fc\u30b9\u3092\u6d3b\u7528\u3057\u3066\u30b9\u30ad\u30eb\u3068\u77e5\u8b58\u3092\u7d99\u7d9a\u7684\u306b\u5411\u4e0a\u3055\u305b\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u6700\u9069\u5316\u3068\u52b9\u7387\u5316\u306e\u305f\u3081\u306b DataDog \u3092\u3088\u308a\u6709\u52b9\u306b\u6d3b\u7528\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u8981\u7d04\u3059\u308b\u3068\u3001DataDog\u3092\u4f7f\u7528\u3059\u308b\u305f\u3081\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u306e\u63a8\u5968\u4e8b\u9805\u306b\u306f\u3001\u4e3b\u8981\u306a\u30e1\u30c8\u30ea\u30c3\u30af\u306e\u7279\u5b9a\u3001\u30c7\u30fc\u30bf\u53ce\u96c6\u306e\u6700\u9069\u5316\u3001\u30e9\u30d9\u30eb\u3068\u30d5\u30a3\u30eb\u30bf\u30fc\u306e\u4f7f\u7528\u3001\u30bf\u30fc\u30b2\u30c3\u30c8\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u4f5c\u6210\u3001\u30b9\u30de\u30fc\u30c8\u30a2\u30e9\u30fc\u30c8\u30eb\u30fc\u30eb\u306e\u8a2d\u5b9a\u3001AIOps\u6a5f\u80fd\u306e\u6d3b\u7528\u3001\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u6700\u9069\u5316\u3001\u5b9a\u671f\u7684\u306a\u30ec\u30d3\u30e5\u30fc\u3068\u6700\u9069\u5316\u3001\u81ea\u52d5\u5316\u306e\u6d3b\u7528\u3001\u7d99\u7d9a\u7684\u306a\u5b66\u7fd2\u3001\u6700\u9069\u5316\u304c\u542b\u307e\u308c\u307e\u3059\u3002 \u3053\u308c\u3089\u306e\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u306b\u5f93\u3046\u3053\u3068\u3067\u3001DataDog \u3092\u4f7f\u7528\u3059\u308b\u969b\u306b\u6700\u3082\u52b9\u679c\u7684\u304b\u3064\u52b9\u7387\u7684\u306a\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3068\u904b\u7528\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u3092\u78ba\u4fdd\u3067\u304d\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>IT\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u306e\u30d3\u30c7\u30aa\u3092\u3084\u308a\u305f\u3044\u306e\u3067 &hellip; <\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_mi_skip_tracking":false,"footnotes":""},"categories":[23],"tags":[],"class_list":["post-2636","post","type-post","status-publish","format-standard","hentry","category-material"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/edu.ujhb.org\/index.php?rest_route=\/wp\/v2\/posts\/2636","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/edu.ujhb.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/edu.ujhb.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/edu.ujhb.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/edu.ujhb.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2636"}],"version-history":[{"count":1,"href":"https:\/\/edu.ujhb.org\/index.php?rest_route=\/wp\/v2\/posts\/2636\/revisions"}],"predecessor-version":[{"id":2637,"href":"https:\/\/edu.ujhb.org\/index.php?rest_route=\/wp\/v2\/posts\/2636\/revisions\/2637"}],"wp:attachment":[{"href":"https:\/\/edu.ujhb.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2636"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/edu.ujhb.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2636"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/edu.ujhb.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2636"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}