{"id":1107,"date":"2023-04-13T08:22:00","date_gmt":"2023-04-12T23:22:00","guid":{"rendered":"http:\/\/edu.ujhb.org\/?p=1107"},"modified":"2023-04-13T08:22:00","modified_gmt":"2023-04-12T23:22:00","slug":"aws%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=1107","title":{"rendered":"AWS\u5165\u9580\uff08\u65e5\u672c\u8a9e\u7248\uff09"},"content":{"rendered":"\n<p>\u4ee5\u4e0b\u3092\u542b\u3080\u304c\u3053\u308c\u3089\u306b\u9650\u5b9a\u3055\u308c\u306a\u3044AWS\u306b\u95a2\u3059\u308b\u30d3\u30c7\u30aa\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002 S3 EC2 API Gateway \u30e9\u30e0\u30c0 API \u30b2\u30fc\u30c8\u30a6\u30a7\u30a4&amp;\u30e9\u30e0\u30c0 \u30b0\u30eb\u30fc\u30b8\u30e7\u30d6 MWAA SQS ECS DynamoDB ELB EMR SAGEMAKER KinessDataStream Cloudwatch Snowflake Snowflake_Github session \u30de\u30cd\u30fc\u30b8\u30e3\u30fc vpc MAF \u8e0f\u307f\u53f0\u30b5\u30fc\u30d0 CodeCommit \u6700\u521d\u306b\u79c1\u306e\u305f\u3081\u306b\u5185\u5bb9\u3092\u30ea\u30b9\u30c8\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u3055\u3066\u3001\u63d0\u4f9b\u3059\u308bAWS\u30b5\u30fc\u30d3\u30b9\u306e\u6982\u8981\u3068\u95a2\u9023\u30c8\u30d4\u30c3\u30af\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>S3 (\u30b7\u30f3\u30d7\u30eb\u30b9\u30c8\u30ec\u30fc\u30b8\u30b5\u30fc\u30d3\u30b9) \u2013 \u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30b9\u30c8\u30ec\u30fc\u30b8\u30b5\u30fc\u30d3\u30b9<\/li>\n\n\n\n<li>EC2 (Elastic Compute Cloud) &#8211; Elastic Cloud Server<\/li>\n\n\n\n<li>API\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4 \u2013 API\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u30fb\u30b5\u30fc\u30d3\u30b9<\/li>\n\n\n\n<li>Lambda \u2013 \u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30b5\u30fc\u30d3\u30b9<\/li>\n\n\n\n<li>API Gateway &amp; Lambda \u2013 Lambda \u3068\u7d44\u307f\u5408\u308f\u305b\u3066 API Gateway \u3092\u4f7f\u7528\u3059\u308b\u30b5\u30fc\u30d3\u30b9<\/li>\n\n\n\n<li>\u30b0\u30eb\u30fc\u30b8\u30e7\u30d6 \u2013 ETL (\u62bd\u51fa\u3001\u5909\u63db\u3001\u8aad\u307f\u8fbc\u307f) \u30b8\u30e7\u30d6\u3092\u30db\u30b9\u30c8\u3059\u308b\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9<\/li>\n\n\n\n<li>MWAA (Managed Workflows for Apache Airflow) \u2013 Apache Airflow\u30bf\u30b9\u30af\u30b9\u30c8\u30ea\u30fc\u30e0\u3092\u30db\u30b9\u30c8\u3059\u308b\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9<\/li>\n\n\n\n<li>SQS (\u30b7\u30f3\u30d7\u30eb \u30ad\u30e5\u30fc \u30b5\u30fc\u30d3\u30b9) \u2013 \u30b7\u30f3\u30d7\u30eb \u30e1\u30c3\u30bb\u30fc\u30b8 \u30ad\u30e5\u30fc \u30b5\u30fc\u30d3\u30b9<\/li>\n\n\n\n<li>ECS (\u30a8\u30e9\u30b9\u30c6\u30a3\u30c3\u30af\u30b3\u30f3\u30c6\u30ca\u30b5\u30fc\u30d3\u30b9) \u2013 \u30b3\u30f3\u30c6\u30ca\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30b5\u30fc\u30d3\u30b9<\/li>\n\n\n\n<li>DynamoDB \u2013 \u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u578b\u306e NoSQL \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30b5\u30fc\u30d3\u30b9<\/li>\n\n\n\n<li>ELB (\u30a8\u30e9\u30b9\u30c6\u30a3\u30c3\u30af \u30ed\u30fc\u30c9 \u30d0\u30e9\u30f3\u30b7\u30f3\u30b0) &#8211; \u30ed\u30fc\u30c9 \u30d0\u30e9\u30f3\u30b7\u30f3\u30b0 \u30b5\u30fc\u30d3\u30b9<\/li>\n\n\n\n<li>EMR (Elastic MapReduce) \u2013 \u30af\u30e9\u30a6\u30c9\u3067\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u5b9f\u884c\u3059\u308b\u30b5\u30fc\u30d3\u30b9<\/li>\n\n\n\n<li>SageMaker \u2013 \u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u578b\u306e\u6a5f\u68b0\u5b66\u7fd2\u30b5\u30fc\u30d3\u30b9<\/li>\n\n\n\n<li>Kinesis \u30c7\u30fc\u30bf\u30b9\u30c8\u30ea\u30fc\u30e0 \u2013 \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u304a\u3088\u3073\u5206\u6790\u3059\u308b\u30b5\u30fc\u30d3\u30b9<\/li>\n\n\n\n<li>CloudWatch \u2013 AWS \u306e\u30ea\u30bd\u30fc\u30b9\u3068\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3059\u308b\u30b5\u30fc\u30d3\u30b9<\/li>\n\n\n\n<li>Snowflake \u2013 \u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u306e\u30af\u30e9\u30a6\u30c9\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u30b5\u30fc\u30d3\u30b9<\/li>\n\n\n\n<li>Snowflake_Github \u2013 Github\u3092\u4ecb\u3057\u305f\u30b9\u30ce\u30fc\u30d5\u30ec\u30fc\u30af\u7d71\u5408\u3092\u53ef\u80fd\u306b\u3059\u308b\u30b5\u30fc\u30d3\u30b9<\/li>\n\n\n\n<li>\u30bb\u30c3\u30b7\u30e7\u30f3\u30de\u30cd\u30fc\u30b8\u30e3\u30fc \u2013 \u30d6\u30e9\u30a6\u30b6\u30d9\u30fc\u30b9\u306e SSH \u3092\u4f7f\u7528\u3057\u3066 AWS \u30ea\u30bd\u30fc\u30b9\u306b\u5b89\u5168\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u30b5\u30fc\u30d3\u30b9<\/li>\n\n\n\n<li>VPC(\u4eee\u60f3\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30af\u30e9\u30a6\u30c9)\u2013\u4eee\u60f3\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9<\/li>\n\n\n\n<li>MAF (Managed Apache Flink) &#8211; \u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9 Apache Flink \u30b5\u30fc\u30d3\u30b9<\/li>\n\n\n\n<li>\u6b65\u307f\u53f0\u30b5\u30fc\u30d0 \u2013 AWS\u306e\u30ea\u30bd\u30fc\u30b9\u306b\u30ea\u30e2\u30fc\u30c8\u30a2\u30af\u30bb\u30b9\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u308b\u30b5\u30fc\u30d0\u30fc<\/li>\n\n\n\n<li>CodeCommit \u2013 \u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u578b\u306e Git \u30ea\u30dd\u30b8\u30c8\u30ea\u30b5\u30fc\u30d3\u30b9<\/li>\n<\/ol>\n\n\n\n<p>\u3053\u306e\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\u304cAWS\u30d3\u30c7\u30aa\u30d7\u30e9\u30f3\u306e\u6e96\u5099\u306b\u5f79\u7acb\u3064\u3053\u3068\u3092\u9858\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/edu.ujhb.org\/?p=837\" 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=64&amp;q=75\" alt=\"\u8ecd\u4ead\"\/><\/figure>\n\n\n\n<p>AWS S3\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>AWS S3(\u30b7\u30f3\u30d7\u30eb\u30b9\u30c8\u30ec\u30fc\u30b8\u30b5\u30fc\u30d3\u30b9)\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u304a\u3088\u3073\u53d6\u5f97\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30b9\u30c8\u30ec\u30fc\u30b8\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002 \u3053\u308c\u306f\u3001\u6570\u30d0\u30a4\u30c8\u304b\u3089\u30c6\u30e9\u30d0\u30a4\u30c8\u3001\u3055\u3089\u306b\u306f\u30da\u30bf\u30d0\u30a4\u30c8\u306e\u7bc4\u56f2\u306e\u30c7\u30fc\u30bf\u3092\u7c21\u5358\u306b\u51e6\u7406\u3067\u304d\u308b\u9ad8\u5ea6\u306b\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002 S3 \u306f\u3001\u9ad8\u53ef\u7528\u6027\u3001\u8010\u4e45\u6027\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a AWS \u30c4\u30fc\u30eb\u3084\u30b5\u30fc\u30d3\u30b9\u3092\u901a\u3058\u3066\u7ba1\u7406\u304a\u3088\u3073\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>S3\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>\u4f7f\u3044\u3084\u3059\u3055: S3 \u306b\u306f\u4f7f\u3044\u3084\u3059\u3044\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3068 API \u304c\u7528\u610f\u3055\u308c\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30d0\u30b1\u30c3\u30c8\u3092\u7c21\u5358\u306b\u4f5c\u6210\u304a\u3088\u3073\u7ba1\u7406\u3057\u305f\u308a\u3001\u30c7\u30fc\u30bf\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u305f\u308a\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u305f\u308a\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3:S3\u306f\u3001\u6570\u30d0\u30a4\u30c8\u304b\u3089\u30da\u30bf\u30d0\u30a4\u30c8\u307e\u3067\u306e\u30c7\u30fc\u30bf\u3092\u7c21\u5358\u306b\u51e6\u7406\u3067\u304d\u307e\u3059\u3002 S3 \u306f\u3001\u8907\u6570\u306e\u30a2\u30d9\u30a4\u30e9\u30d3\u30ea\u30c6\u30a3\u30fc\u30be\u30fc\u30f3\u306b\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3057\u3001\u9ad8\u53ef\u7528\u6027\u3068\u8010\u4e45\u6027\u306e\u305f\u3081\u306b\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u7684\u306b\u30ec\u30d7\u30ea\u30b1\u30fc\u30c8\u3059\u308b\u30b0\u30ed\u30fc\u30d0\u30eb\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30b9\u30c8\u30ec\u30fc\u30b8\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3: S3 \u306f\u3001\u30dd\u30ea\u30b7\u30fc\u30d9\u30fc\u30b9\u306e\u30a2\u30af\u30bb\u30b9\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3001\u6697\u53f7\u5316\u3001\u76e3\u67fb\u30ed\u30b0\u306a\u3069\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u30c7\u30fc\u30bf\u306e\u4fdd\u8b77\u306b\u5f79\u7acb\u3064\u3044\u304f\u3064\u304b\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u3055\u3089\u306b\u3001S3 \u306f\u3001AWS Identity and Access Management (IAM)\u3001Amazon Macie \u306a\u3069\u306e\u4ed6\u306e AWS \u306e\u30b5\u30fc\u30d3\u30b9\u3084\u30c4\u30fc\u30eb\u3068\u306e\u7d71\u5408\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u4f4e\u30b3\u30b9\u30c8:S3\u306e\u4f7f\u7528\u6599\u306f\u6bd4\u8f03\u7684\u4f4e\u304f\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u4f7f\u7528\u3057\u305f\u5206\u3060\u3051\u652f\u6255\u3044\u307e\u3059\u3002 \u3055\u3089\u306b\u3001S3 \u306f\u3001\u6a19\u6e96\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u6a19\u6e96\u30a2\u30af\u30bb\u30b9\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u51b7\u5374\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u30a2\u30fc\u30ab\u30a4\u30d6\u30b9\u30c8\u30ec\u30fc\u30b8\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30b9\u30c8\u30ec\u30fc\u30b8\u30af\u30e9\u30b9\u3092\u63d0\u4f9b\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u30b9\u30c8\u30ec\u30fc\u30b8\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u7ba1\u7406: S3 \u306b\u306f\u3001\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u30eb\u30fc\u30eb\u3001\u30d0\u30fc\u30b8\u30e7\u30cb\u30f3\u30b0\u3001\u30de\u30eb\u30c1\u30d1\u30fc\u30c8\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u306a\u3069\u306e\u30c7\u30fc\u30bf\u7ba1\u7406\u6a5f\u80fd\u304c\u7528\u610f\u3055\u308c\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u30c7\u30fc\u30bf\u3092\u7c21\u5358\u306b\u7ba1\u7406\u3057\u3066\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u8981\u7d04\u3059\u308b\u3068\u3001AWS S3\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u7c21\u5358\u306b\u7ba1\u7406\u304a\u3088\u3073\u4fdd\u5b58\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u3001\u62e1\u5f35\u6027\u3001\u5b89\u5168\u6027\u3001\u304a\u3088\u3073\u8cbb\u7528\u52b9\u679c\u306e\u9ad8\u3044\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30b9\u30c8\u30ec\u30fc\u30b8\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002 \u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3068\u30ea\u30ab\u30d0\u30ea\u3001\u9759\u7684Web\u30b5\u30a4\u30c8\u30db\u30b9\u30c6\u30a3\u30f3\u30b0\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u3001\u30e1\u30c7\u30a3\u30a2\u30b9\u30c8\u30ec\u30fc\u30b8\u3068\u914d\u5e03\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30b7\u30ca\u30ea\u30aa\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/edu.ujhb.org\/?p=837\" 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=64&amp;q=75\" alt=\"\u8ecd\u4ead\"\/><\/figure>\n\n\n\n<p>AWS S3\u306e\u4f7f\u3044\u65b9\u3092\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>AWS S3 \u306e\u4f7f\u7528\u306f\u3001\u6b21\u306e\u624b\u9806\u306b\u5206\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u30d0\u30b1\u30c3\u30c8\u3092\u4f5c\u6210\u3059\u308b: \u307e\u305a\u3001\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3059\u308b\u305f\u3081\u306e\u30d0\u30b1\u30c3\u30c8\u3092 AWS \u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u4f5c\u6210\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 \u30d0\u30b1\u30c3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u3068\u304d\u306f\u3001\u4e00\u610f\u306e\u540d\u524d\u3092\u4ed8\u3051\u3001\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u306e\u5834\u6240\u3084\u30a2\u30af\u30bb\u30b9\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u306e\u30a2\u30af\u30bb\u30b9\u8a31\u53ef\u306a\u3069\u306e\u8a2d\u5b9a\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u306e\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9: \u30d0\u30b1\u30c3\u30c8\u3092\u4f5c\u6210\u3057\u305f\u3089\u3001AWS \u30b3\u30f3\u30bd\u30fc\u30eb\u3001AWS CLI\u3001SDK\u3001\u307e\u305f\u306f\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u30fc\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3059\u308b\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u65b9\u6cd5\u3067 S3 \u306b\u30c7\u30fc\u30bf\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3067\u304d\u307e\u3059\u3002 \u30c7\u30fc\u30bf\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b\u3068\u304d\u306b\u3001\u30c7\u30fc\u30bf\u306e\u4e00\u610f\u306e\u8b58\u5225\u5b50\u3067\u3042\u308b\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30ad\u30fc\u3068\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u3084 ACL \u306a\u3069\u306e\u5c5e\u6027\u3092\u6307\u5b9a\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u306e\u7ba1\u7406: \u30c7\u30fc\u30bf\u304c S3 \u306b\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3055\u308c\u308b\u3068\u3001\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u30eb\u30fc\u30eb\u3001\u30d0\u30fc\u30b8\u30e7\u30cb\u30f3\u30b0\u3001\u30de\u30eb\u30c1\u30d1\u30fc\u30c8\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u7ba1\u7406\u6a5f\u80fd\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u3089\u306e\u6a5f\u80fd\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u30c7\u30fc\u30bf\u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u3068\u30a2\u30af\u30bb\u30b9\u3092\u6700\u9069\u5316\u3057\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9: S3 \u306b\u4fdd\u5b58\u3055\u308c\u3066\u3044\u308b\u30c7\u30fc\u30bf\u306b\u306f\u3001AWS \u30b3\u30f3\u30bd\u30fc\u30eb\u3001AWS CLI\u3001SDK\u3001\u30a6\u30a7\u30d6\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u65b9\u6cd5\u3067\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002 \u30c7\u30fc\u30bf\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3068\u304d\u306b\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30ad\u30fc\u3068\u30d0\u30b1\u30c3\u30c8\u540d\u3092\u6307\u5b9a\u3057\u3001\u9069\u5207\u306a\u30a2\u30af\u30bb\u30b9\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u30dd\u30ea\u30b7\u30fc\u3092\u4f7f\u7528\u3057\u3066\u30a2\u30af\u30bb\u30b9\u3092\u5236\u5fa1\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u3053\u308c\u306b\u52a0\u3048\u3066\u3001S3 \u306f\u3001\u30af\u30ed\u30b9\u30ea\u30fc\u30b8\u30e7\u30f3\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u6697\u53f7\u5316\u3001\u30a4\u30d9\u30f3\u30c8\u901a\u77e5\u3001\u76e3\u67fb\u30ed\u30b0\u3001\u7d71\u5408 IAM \u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u9ad8\u5ea6\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u3053\u308c\u3089\u306e\u6a5f\u80fd\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u30c7\u30fc\u30bf\u3092\u3088\u308a\u9069\u5207\u306b\u4fdd\u8b77\u304a\u3088\u3073\u7ba1\u7406\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u8981\u7d04\u3059\u308b\u3068\u3001AWS S3\u306e\u4f7f\u7528\u306f\u3001\u30d0\u30b1\u30c3\u30c8\u306e\u4f5c\u6210\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3001\u30c7\u30fc\u30bf\u306e\u7ba1\u7406\u3001\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3068\u540c\u3058\u304f\u3089\u3044\u7c21\u5358\u3067\u3059\u3002 \u540c\u6642\u306b\u3001S3\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u30c7\u30fc\u30bf\u3092\u3088\u308a\u9069\u5207\u306b\u7ba1\u7406\u304a\u3088\u3073\u4fdd\u8b77\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u8c4a\u5bcc\u306a\u6a5f\u80fd\u3068\u30c4\u30fc\u30eb\u3082\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/edu.ujhb.org\/?p=837\" 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=64&amp;q=75\" alt=\"\u8ecd\u4ead\"\/><\/figure>\n\n\n\n<p>AWS EC2\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>AWS\u306eEC2(Elastic Compute Cloud)\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30d1\u30ef\u30fc\u3001\u30e1\u30e2\u30ea\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5e2f\u57df\u5e45\u306a\u3069\u306e\u4eee\u60f3\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30ea\u30bd\u30fc\u30b9\u3092\u30ec\u30f3\u30bf\u30eb\u3067\u304d\u308b\u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002 EC2 \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u4eee\u60f3\u30de\u30b7\u30f3\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u8fc5\u901f\u304b\u3064\u67d4\u8edf\u306b\u4f5c\u6210\u3057\u3066\u30c7\u30d7\u30ed\u30a4\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30cb\u30fc\u30ba\u3092\u6e80\u305f\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>EC2 \u306b\u306f\u3044\u304f\u3064\u304b\u306e\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u30bf\u30a4\u30d7\u304c\u3042\u308a\u3001\u305d\u308c\u305e\u308c\u7570\u306a\u308b\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30ad\u30f3\u30b0\u6a5f\u80fd\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002 \u30e6\u30fc\u30b6\u30fc\u306f\u3001\u6700\u9ad8\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u8cbb\u7528\u5bfe\u52b9\u679c\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306b\u3001\u30cb\u30fc\u30ba\u306b\u5408\u3063\u305f\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u30bf\u30a4\u30d7\u3092\u9078\u629e\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>EC2 \u306b\u306f\u3001\u30ab\u30b9\u30bf\u30e0 AMI(Amazon \u30de\u30b7\u30f3\u30a4\u30e1\u30fc\u30b8)\u3001AWS \u30de\u30fc\u30b1\u30c3\u30c8\u30d7\u30ec\u30a4\u30b9\u306e AMI\u3001Amazon \u304c\u63d0\u4f9b\u3059\u308b\u30d1\u30d6\u30ea\u30c3\u30af AMI \u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u8d77\u52d5\u30e2\u30fc\u30c9\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002 \u30e6\u30fc\u30b6\u30fc\u306f\u3001\u4eee\u60f3\u30de\u30b7\u30f3\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u3059\u3070\u3084\u304f\u30b9\u30d4\u30f3\u30a2\u30c3\u30d7\u3057\u3066\u69cb\u6210\u3059\u308b\u305f\u3081\u306b\u3001\u81ea\u5206\u306b\u5408\u3063\u305f\u8d77\u52d5\u30e2\u30fc\u30c9\u3092\u9078\u629e\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3055\u3089\u306b\u3001EC2 \u306f\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30b0\u30eb\u30fc\u30d7\u3001\u81ea\u52d5\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3001\u8ca0\u8377\u5206\u6563\u3001CloudWatch \u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3001AWS Systems Manager \u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u9ad8\u53ef\u7528\u6027\u3001\u304a\u3088\u3073\u7ba1\u7406\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u3053\u308c\u3089\u306e\u6a5f\u80fd\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u4eee\u60f3\u30de\u30b7\u30f3 \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u3088\u308a\u9069\u5207\u306b\u7ba1\u7406\u304a\u3088\u3073\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3067\u4fdd\u8b77\u3059\u308b\u3068\u540c\u6642\u306b\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u53ef\u7528\u6027\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u8981\u7d04\u3059\u308b\u3068\u3001AWS EC2\u306f\u3001\u5f37\u529b\u3067\u67d4\u8edf\u6027\u304c\u3042\u308a\u3001\u4f7f\u3044\u3084\u3059\u3044\u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30b5\u30fc\u30d3\u30b9\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u4eee\u60f3\u30de\u30b7\u30f3\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u8fc5\u901f\u304b\u3064\u52b9\u7387\u7684\u306b\u4f5c\u6210\u304a\u3088\u3073\u30c7\u30d7\u30ed\u30a4\u3057\u3066\u3001\u3055\u307e\u3056\u307e\u306a\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30cb\u30fc\u30ba\u3092\u6e80\u305f\u3059\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002 \u540c\u6642\u306b\u3001EC2 \u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u4eee\u60f3\u30de\u30b7\u30f3\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u3088\u308a\u9069\u5207\u306b\u7ba1\u7406\u304a\u3088\u3073\u4fdd\u8b77\u3057\u3066\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u53ef\u7528\u6027\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u306e\u306b\u5f79\u7acb\u3064\u8c4a\u5bcc\u306a\u6a5f\u80fd\u3068\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/edu.ujhb.org\/?p=837\" 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=64&amp;q=75\" alt=\"\u8ecd\u4ead\"\/><\/figure>\n\n\n\n<p>AWS EC2\u306e\u4f7f\u3044\u65b9\u3092\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>AWS EC2 \u306e\u4f7f\u7528\u306f\u3001\u4ee5\u4e0b\u306e\u30b9\u30c6\u30c3\u30d7\u306b\u5206\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>EC2 \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u4f5c\u6210\u3059\u308b: \u307e\u305a AWS \u30b3\u30f3\u30bd\u30fc\u30eb\u3067 EC2 \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u4f5c\u6210\u3057\u3001\u9069\u5207\u306a\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u30bf\u30a4\u30d7\u3001AMI\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u304a\u3088\u3073\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u8a2d\u5b9a\u3092\u9078\u629e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u4f5c\u6210\u3059\u308b\u3068\u304d\u306f\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30b0\u30eb\u30fc\u30d7\u3084\u30ad\u30fc\u30da\u30a2\u306a\u3069\u306e\u8a2d\u5b9a\u3082\u6307\u5b9a\u3057\u3066\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u5236\u5fa1\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>EC2 \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u8d77\u52d5\u3059\u308b: EC2 \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u4f5c\u6210\u3057\u305f\u3089\u3001AWS \u30b3\u30f3\u30bd\u30fc\u30eb\u307e\u305f\u306f AWS CLI \u306a\u3069\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u8d77\u52d5\u3067\u304d\u307e\u3059\u3002 \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u8d77\u52d5\u3059\u308b\u3068\u304d\u306f\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30b0\u30eb\u30fc\u30d7\u3068\u30ad\u30fc\u30da\u30a2\u3092\u9078\u629e\u3057\u3001\u8d77\u52d5\u30b9\u30af\u30ea\u30d7\u30c8\u306a\u3069\u306e\u8a2d\u5b9a\u3092\u6307\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>EC2\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3078\u306e\u30a2\u30af\u30bb\u30b9:EC2\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u304c\u8d77\u52d5\u3055\u308c\u308b\u3068\u3001SSH\u3084RDP\u306a\u3069\u306e\u30ea\u30e2\u30fc\u30c8\u30a2\u30af\u30bb\u30b9\u30d7\u30ed\u30c8\u30b3\u30eb\u3092\u4ecb\u3057\u3066\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u8a2d\u5b9a\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u64cd\u4f5c\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002 \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3068\u304d\u306f\u3001\u30a2\u30af\u30bb\u30b9\u8a8d\u8a3c\u60c5\u5831\u3068\u8a2d\u5b9a (\u30ad\u30fc\u30da\u30a2\u3084\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30b0\u30eb\u30fc\u30d7\u306a\u3069) \u3092\u6307\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>EC2 \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u7ba1\u7406: EC2 \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306f\u3001\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3001\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u30b5\u30a4\u30ba\u5909\u66f4\u3001\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u518d\u8d77\u52d5\u306a\u3069\u3001AWS \u30b3\u30f3\u30bd\u30fc\u30eb\u3001AWS CLI\u3001SDK\u3001AWS SYSTEMS MANAGER \u306a\u3069\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u7ba1\u7406\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u3089\u306e\u7ba1\u7406\u30c4\u30fc\u30eb\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u3055\u307e\u3056\u307e\u306a\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30cb\u30fc\u30ba\u3092\u6e80\u305f\u3059\u305f\u3081\u306bEC2\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u3088\u308a\u9069\u5207\u306b\u5236\u5fa1\u304a\u3088\u3073\u6700\u9069\u5316\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u3055\u3089\u306b\u3001EC2 \u306f\u3001\u81ea\u52d5\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3001\u8ca0\u8377\u5206\u6563\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30b0\u30eb\u30fc\u30d7\u3001IAM \u7d71\u5408\u3001VPC \u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u9ad8\u5ea6\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u3053\u308c\u3089\u306e\u6a5f\u80fd\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c EC2 \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u3088\u308a\u9069\u5207\u306b\u7ba1\u7406\u304a\u3088\u3073\u4fdd\u8b77\u3057\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u53ef\u7528\u6027\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u8981\u7d04\u3059\u308b\u3068\u3001AWS \u3067\u306e EC2 \u306e\u4f7f\u7528\u306f\u3001\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u4f5c\u6210\u3001\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u8d77\u52d5\u3001\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3001\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u7ba1\u7406\u3068\u540c\u3058\u304f\u3089\u3044\u7c21\u5358\u3067\u3059\u3002 \u540c\u6642\u306b\u3001EC2 \u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c EC2 \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u3088\u308a\u9069\u5207\u306b\u7ba1\u7406\u304a\u3088\u3073\u4fdd\u8b77\u3057\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u53ef\u7528\u6027\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u306e\u306b\u5f79\u7acb\u3064\u8c4a\u5bcc\u306a\u6a5f\u80fd\u3068\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/edu.ujhb.org\/?p=837\" 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=64&amp;q=75\" alt=\"\u8ecd\u4ead\"\/><\/figure>\n\n\n\n<p>AWS\u306eAPI\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u6559\u3048\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>AWS \u306e API \u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c RESTful API \u3068 WebSocket API \u3092\u69cb\u7bc9\u3001\u30c7\u30d7\u30ed\u30a4\u3001\u7ba1\u7406\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u578b\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002 API Gateway \u306f\u3001API \u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u3068\u30ec\u30b9\u30dd\u30f3\u30b9\u306e\u5909\u63db\u3001\u8a8d\u8a3c\u3068\u627f\u8a8d\u3001\u30ad\u30e3\u30c3\u30b7\u30e5\u3001\u30ed\u30b0\u8a18\u9332\u3001\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u9ad8\u5ea6\u306a\u6a5f\u80fd\u3082\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>AWS API \u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u306e\u4e3b\u8981\u306a\u6982\u5ff5\u3068\u4f7f\u7528\u6cd5\u3092\u6b21\u306b\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>API:API\u306f\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3068\u30b5\u30fc\u30d0\u30fc\u9593\u306e\u901a\u4fe1\u30d7\u30ed\u30c8\u30b3\u30eb\u3068\u5f62\u5f0f\u3092\u5b9a\u7fa9\u3059\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30d7\u30ed\u30b0\u30e9\u30e0\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u306e\u7565\u8a9e\u3067\u3059\u3002 AWS API \u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u3067\u306f\u3001API \u306f API \u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u3001CLI\u3001\u307e\u305f\u306f SDK \u3092\u4f7f\u7528\u3057\u3066\u4f5c\u6210\u304a\u3088\u3073\u7ba1\u7406\u3067\u304d\u308b 1 \u3064\u4ee5\u4e0a\u306e\u30ea\u30bd\u30fc\u30b9\u3068\u30e1\u30bd\u30c3\u30c9\u3067\u69cb\u6210\u3055\u308c\u308b RESTful API \u3067\u3059\u3002<\/li>\n\n\n\n<li>\u30ea\u30bd\u30fc\u30b9: \u30ea\u30bd\u30fc\u30b9\u306f\u3001API \u5185\u306e\u95a2\u9023\u3059\u308b\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u307e\u305f\u306f URL \u306e\u30bb\u30c3\u30c8\u3092\u8868\u3059 API \u306e\u4e00\u90e8\u3067\u3059\u3002 AWS API \u30b2\u30fc\u30c8\u30a6\u30a7\u30a4 \u3067\u306f\u3001\u30ea\u30bd\u30fc\u30b9\u306f\u30d1\u30b9\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u30ea\u30b9\u30c8\u306e\u53d6\u5f97\u3092\u8868\u3059 \/users \u30e1\u30bd\u30c3\u30c9\u3084 GET \u30e1\u30bd\u30c3\u30c9\u306a\u3069\u306e HTTP \u30e1\u30bd\u30c3\u30c9\u3067\u69cb\u6210\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30e1\u30bd\u30c3\u30c9: \u30e1\u30bd\u30c3\u30c9\u306f API \u30ea\u30bd\u30fc\u30b9\u306e\u64cd\u4f5c\u3067\u3042\u308a\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3068\u30b5\u30fc\u30d0\u30fc\u9593\u306e\u8981\u6c42\u3068\u5fdc\u7b54\u306e\u5f62\u5f0f\u3068\u30eb\u30fc\u30eb\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002 AWS API \u30b2\u30fc\u30c8\u30a6\u30a7\u30a4 \u3067\u306f\u3001\u30e1\u30bd\u30c3\u30c9\u306f HTTP\u3001\u30a6\u30a7\u30d6\u30bd\u30b1\u30c3\u30c8\u3001Lambda \u306a\u3069\u306e\u8907\u6570\u306e\u30d7\u30ed\u30c8\u30b3\u30eb\u3092\u30b5\u30dd\u30fc\u30c8\u3067\u304d\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30b3\u30f3\u30bd\u30fc\u30eb\u3001CLI\u3001\u307e\u305f\u306f SDK \u3092\u4f7f\u7528\u3057\u3066\u5b9a\u7fa9\u304a\u3088\u3073\u8a2d\u5b9a\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u7d71\u5408: \u7d71\u5408\u306f\u3001API Gateway \u3068\u4ed6\u306e AWS \u30b5\u30fc\u30d3\u30b9\u307e\u305f\u306f\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u9593\u306e\u63a5\u7d9a\u3067\u3042\u308a\u3001API \u30ea\u30af\u30a8\u30b9\u30c8\u3068\u30ec\u30b9\u30dd\u30f3\u30b9\u306e\u5909\u63db\u30eb\u30fc\u30eb\u3068\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u30eb\u30fc\u30eb\u3092\u5b9a\u7fa9\u3057\u307e\u3059\u3002 AWS API Gateway \u3067\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306f Lambda \u95a2\u6570\u3001EC2 \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3001S3 \u30d0\u30b1\u30c3\u30c8\u3001DynamoDB \u30c6\u30fc\u30d6\u30eb\u3001HTTP \u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306a\u3069\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u7d71\u5408\u3057\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u3068\u30ec\u30b9\u30dd\u30f3\u30b9\u306e\u5909\u63db\u30eb\u30fc\u30eb\u3068\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u30eb\u30fc\u30eb\u3092\u5b9a\u7fa9\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30c7\u30d7\u30ed\u30a4: \u30c7\u30d7\u30ed\u30a4\u306f\u3001API Gateway \u306e\u8a2d\u5b9a\u3068\u30b3\u30fc\u30c9\u3092 1 \u3064\u4ee5\u4e0a\u306e\u30c7\u30d7\u30ed\u30a4\u30b9\u30c6\u30fc\u30b8\u306b\u516c\u958b\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u304c API \u306e\u3055\u307e\u3056\u307e\u306a\u30d0\u30fc\u30b8\u30e7\u30f3\u3068\u8a2d\u5b9a\u3092\u30c6\u30b9\u30c8\u304a\u3088\u3073\u30ea\u30ea\u30fc\u30b9\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002 AWS API \u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u3067\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30b3\u30f3\u30bd\u30fc\u30eb\u3001CLI\u3001\u307e\u305f\u306f SDK \u3092\u4f7f\u7528\u3057\u3066 API \u3092\u30c7\u30d7\u30ed\u30a4\u304a\u3088\u3073\u7ba1\u7406\u3057\u3001API \u3092\u30c6\u30b9\u30c8\u304a\u3088\u3073\u767a\u884c\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u8981\u7d04\u3059\u308b\u3068\u3001AWS \u306e API \u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c RESTful API \u3068 WebSocket API \u3092\u69cb\u7bc9\u3001\u30c7\u30d7\u30ed\u30a4\u3001\u7ba1\u7406\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002 API Gateway \u306f\u3001API \u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u3068\u30ec\u30b9\u30dd\u30f3\u30b9\u306e\u5909\u63db\u3001\u8a8d\u8a3c\u3068\u627f\u8a8d\u3001\u30ad\u30e3\u30c3\u30b7\u30e5\u3001\u30ed\u30b0\u8a18\u9332\u3001\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u9ad8\u5ea6\u306a\u6a5f\u80fd\u3082\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u30e6\u30fc\u30b6\u30fc\u306f\u3001\u30b3\u30f3\u30bd\u30fc\u30eb\u3001CLI\u3001\u307e\u305f\u306f SDK \u3092\u4f7f\u7528\u3057\u3066 API \u3092\u4f5c\u6210\u304a\u3088\u3073\u7ba1\u7406\u3057\u3001\u4ed6\u306e AWS \u306e\u30b5\u30fc\u30d3\u30b9\u307e\u305f\u306f\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u3068\u7d71\u5408\u3057\u3066\u3001\u3055\u307e\u3056\u307e\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30cb\u30fc\u30ba\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=\"http:\/\/edu.ujhb.org\/?p=837\" 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=64&amp;q=75\" alt=\"\u8ecd\u4ead\"\/><\/figure>\n\n\n\n<p>AWS\u306eAPI\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u306e\u4f7f\u3044\u65b9\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u6559\u3048\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>AWS \u3067 API \u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u3092\u4f7f\u7528\u3059\u308b\u305f\u3081\u306e\u57fa\u672c\u7684\u306a\u624b\u9806\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>API \u3092\u4f5c\u6210\u3059\u308b: AWS \u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u3001\u65b0\u3057\u3044 API \u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002 API \u306e\u540d\u524d\u3001\u8aac\u660e\u3001\u304a\u3088\u3073\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3092\u5b9a\u7fa9\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 \u307e\u305f\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u304c API \u306e\u30ea\u30bd\u30fc\u30b9\u3068\u30e1\u30bd\u30c3\u30c9\u3092\u4f7f\u7528\u3057\u3066 API \u3092\u547c\u3073\u51fa\u305b\u308b\u3088\u3046\u306b\u3001API \u306e\u30ea\u30bd\u30fc\u30b9\u3068\u30e1\u30bd\u30c3\u30c9\u3092\u5b9a\u7fa9\u3059\u308b\u5fc5\u8981\u3082\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30ea\u30bd\u30fc\u30b9\u3068\u30e1\u30bd\u30c3\u30c9\u3092\u5b9a\u7fa9\u3059\u308b: API \u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u306e\u30b3\u30a2\u3067 API \u306e\u30ea\u30bd\u30fc\u30b9\u3068\u30e1\u30bd\u30c3\u30c9\u3092\u5b9a\u7fa9\u3057\u307e\u3059\u3002 \u30b3\u30f3\u30bd\u30fc\u30eb\u307e\u305f\u306f API \u30b2\u30fc\u30c8\u30a6\u30a7\u30a4 REST API \u3092\u4f7f\u7528\u3057\u3066\u3001API \u306e\u30ea\u30bd\u30fc\u30b9\u3068\u30e1\u30bd\u30c3\u30c9\u3092\u5b9a\u7fa9\u3067\u304d\u307e\u3059\u3002 \u30ea\u30bd\u30fc\u30b9\u306f\u3001&#8221;\/users&#8221; \u306a\u3069\u306e API \u306e URL \u30d1\u30b9\u3067\u3059\u3002 \u30e1\u30bd\u30c3\u30c9\u306f\u3001\u53d6\u5f97\u3001\u66f8\u304d\u8fbc\u307f\u3001\u6295\u7a3f\u3001\u524a\u9664\u306a\u3069\u306e API \u306e\u64cd\u4f5c\u3067\u3059\u3002<\/li>\n\n\n\n<li>\u8a2d\u5b9a\u306e\u7d71\u5408: API Gateway \u306f\u3001AWS Lambda\u3001AWS S3\u3001HTTP \u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3001\u304a\u3088\u3073\u305d\u306e\u4ed6\u306e AWS \u306e\u30b5\u30fc\u30d3\u30b9\u306b\u7d71\u5408\u3067\u304d\u307e\u3059\u3002 \u30b3\u30f3\u30bd\u30fc\u30eb\u307e\u305f\u306f API \u30b2\u30fc\u30c8\u30a6\u30a7\u30a4 REST API \u3092\u4f7f\u7528\u3057\u3066\u3001API \u306e\u7d71\u5408\u3092\u5b9a\u7fa9\u3067\u304d\u307e\u3059\u3002 \u7d71\u5408\u306b\u3088\u308a\u3001API \u306e\u8981\u6c42\u3068\u5fdc\u7b54\u304c\u30bf\u30fc\u30b2\u30c3\u30c8 \u30b5\u30fc\u30d3\u30b9\u3068\u5bfe\u8a71\u3059\u308b\u65b9\u6cd5\u304c\u6c7a\u307e\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>API Gateway \u306e\u52d5\u4f5c\u3092\u8a2d\u5b9a\u3059\u308b: API Gateway \u306b\u306f\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u3068\u30ec\u30b9\u30dd\u30f3\u30b9\u306e\u5909\u63db\u3001\u8a8d\u8a3c\u3068\u627f\u8a8d\u3001\u30ad\u30e3\u30c3\u30b7\u30e5\u3001\u30b9\u30ed\u30c3\u30c8\u30ea\u30f3\u30b0\u306a\u3069\u3001API \u306e\u52d5\u4f5c\u3092\u5236\u5fa1\u3059\u308b\u6a5f\u80fd\u3082\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002 \u3053\u308c\u3089\u306e\u6a5f\u80fd\u306f\u3001\u30b3\u30f3\u30bd\u30fc\u30eb\u307e\u305f\u306fAPI\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4REST API\u3092\u4f7f\u7528\u3057\u3066\u8a2d\u5b9a\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>API \u3092\u30c7\u30d7\u30ed\u30a4\u3059\u308b: API \u306e\u5b9a\u7fa9\u3068\u69cb\u6210\u304c\u5b8c\u4e86\u3057\u305f\u3089\u30011 \u3064\u4ee5\u4e0a\u306e\u30c7\u30d7\u30ed\u30a4 \u30b9\u30c6\u30fc\u30b8\u306b\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 \u5404\u30c7\u30d7\u30ed\u30a4\u30b9\u30c6\u30fc\u30b8\u306b\u306f\u3001\u7570\u306a\u308b\u30d0\u30fc\u30b8\u30e7\u30f3\u3068\u69cb\u6210\u3092\u542b\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 API \u306f\u3001\u30b3\u30f3\u30bd\u30fc\u30eb\u307e\u305f\u306f API \u30b2\u30fc\u30c8\u30a6\u30a7\u30a4 REST API \u3092\u4f7f\u7528\u3057\u3066\u30c7\u30d7\u30ed\u30a4\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>API \u3092\u30c6\u30b9\u30c8\u3059\u308b: API \u304c\u30c7\u30d7\u30ed\u30a4\u3055\u308c\u308b\u3068\u3001API Gateway \u306b\u3088\u3063\u3066\u63d0\u4f9b\u3055\u308c\u308b\u30c6\u30b9\u30c8\u6a5f\u80fd\u3092\u4f7f\u7528\u3057\u3066 API \u3092\u30c6\u30b9\u30c8\u3067\u304d\u307e\u3059\u3002 \u30b3\u30f3\u30bd\u30fc\u30eb\u3067 API \u30ea\u30bd\u30fc\u30b9\u3068\u30e1\u30bd\u30c3\u30c9\u3092\u9078\u629e\u3057\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u5165\u529b\u3057\u3066 API \u3092\u30c6\u30b9\u30c8\u3067\u304d\u307e\u3059\u3002 curl \u306a\u3069\u306e HTTP \u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3092\u4f7f\u7528\u3057\u3066 API \u3092\u547c\u3073\u51fa\u3059\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u8981\u7d04\u3059\u308b\u3068\u3001AWS \u306e API \u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001RESTful API \u3068 WebSocket API \u306e\u69cb\u7bc9\u3001\u30c7\u30d7\u30ed\u30a4\u3001\u7ba1\u7406\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002 \u30b3\u30f3\u30bd\u30fc\u30eb\u3001CLI\u3001\u307e\u305f\u306f SDK \u3092\u4f7f\u7528\u3057\u3066 API \u3092\u4f5c\u6210\u304a\u3088\u3073\u7ba1\u7406\u3057\u3001\u4ed6\u306e AWS \u306e\u30b5\u30fc\u30d3\u30b9\u307e\u305f\u306f\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u3068\u7d71\u5408\u3057\u3066\u3001\u3055\u307e\u3056\u307e\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30cb\u30fc\u30ba\u3092\u6e80\u305f\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 API Gateway \u306f\u3001API \u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u3068\u30ec\u30b9\u30dd\u30f3\u30b9\u306e\u5909\u63db\u3001\u8a8d\u8a3c\u3068\u627f\u8a8d\u3001\u30ad\u30e3\u30c3\u30b7\u30e5\u3001\u30ed\u30b0\u8a18\u9332\u3001\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u9ad8\u5ea6\u306a\u6a5f\u80fd\u3082\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/edu.ujhb.org\/?p=837\" 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=64&amp;q=75\" alt=\"\u8ecd\u4ead\"\/><\/figure>\n\n\n\n<p>AWS\u30e9\u30e0\u30c0\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u6559\u3048\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>AWS Lambda \u306f\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u578b\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30b5\u30fc\u30d3\u30b9\u3067\u3042\u308a\u3001\u81ea\u5206\u3067\u30b5\u30fc\u30d0\u30fc\u3092\u8cfc\u5165\u3001\u7ba1\u7406\u3001\u4fdd\u5b88\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u30af\u30e9\u30a6\u30c9\u3067\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002 \u30b3\u30fc\u30c9\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u3066 Lambda \u95a2\u6570\u306e\u5b9f\u884c\u65b9\u6cd5\u3092\u5b9a\u7fa9\u3059\u308b\u3060\u3051\u3067\u3001Lambda \u306f\u30ea\u30af\u30a8\u30b9\u30c8\u3055\u308c\u305f\u3059\u3079\u3066\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u81ea\u52d5\u7684\u306b\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3057\u3066\u51e6\u7406\u3059\u308b\u305f\u3081\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u7ba1\u7406\u3067\u306f\u306a\u304f\u30b3\u30fc\u30c9\u306e\u8a18\u8ff0\u306b\u96c6\u4e2d\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>AWS Lambda \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>\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3: Lambda \u306f\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3067\u3042\u308b\u305f\u3081\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3068\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3092\u6c17\u306b\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002 AWS \u306f\u3001\u81ea\u52d5\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3084\u8ca0\u8377\u5206\u6563\u306a\u3069\u3001\u57fa\u76e4\u3068\u306a\u308b\u3059\u3079\u3066\u306e\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3092\u81ea\u52d5\u7684\u306b\u51e6\u7406\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3: Lambda \u306f\u3001\u3088\u308a\u5927\u304d\u306a\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u51e6\u7406\u3059\u308b\u305f\u3081\u306b\u81ea\u52d5\u7684\u306b\u30b9\u30b1\u30fc\u30eb\u30a2\u30c3\u30d7\u3057\u3001\u8ca0\u8377\u306e\u5909\u5316\u306b\u5fdc\u3058\u3066\u81ea\u52d5\u7684\u306b\u30b9\u30b1\u30fc\u30eb\u30c0\u30a6\u30f3\u3059\u308b\u305f\u3081\u3001\u30b3\u30b9\u30c8\u304c\u7bc0\u7d04\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u8907\u6570\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8: Lambda \u306f\u3001Java\u3001Python\u3001Node.js\u3001C#\u3001Go\u3001Ruby \u306a\u3069\u3001\u8907\u6570\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u67d4\u8edf\u306a\u904b\u7528: Lambda \u306f\u3001\u30a4\u30d9\u30f3\u30c8\u99c6\u52d5\u578b\u307e\u305f\u306f API \u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u3068\u3057\u3066\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002 \u30a4\u30d9\u30f3\u30c8\u99c6\u52d5\u578b\u30d1\u30bf\u30fc\u30f3\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001Lambda \u95a2\u6570\u306f S3 \u3067\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3084 Kinesis \u30c7\u30fc\u30bf\u30b9\u30c8\u30ea\u30fc\u30e0\u304b\u3089\u306e\u30c7\u30fc\u30bf\u306e\u53d7\u4fe1\u306a\u3069\u306e\u30a4\u30d9\u30f3\u30c8\u306b\u5fdc\u7b54\u3067\u304d\u307e\u3059\u3002 API \u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u30d1\u30bf\u30fc\u30f3\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001Lambda \u95a2\u6570\u3092 RESTful API \u306e\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u3068\u3057\u3066\u6a5f\u80fd\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u591a\u304f\u306e AWS \u30b5\u30fc\u30d3\u30b9\u306e\u30b5\u30dd\u30fc\u30c8: Lambda \u306f\u3001S3\u3001DynamoDB\u3001API Gateway\u3001SNS\u3001SQS\u3001Kinesis\u3001Step Functions \u306a\u3069\u3001\u591a\u304f\u306e AWS \u30b5\u30fc\u30d3\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>AWS Lambda \u3092\u4f7f\u7528\u3059\u308b\u5834\u5408\u306f\u3001\u6b21\u306e\u624b\u9806\u306b\u5f93\u3046\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u30b3\u30fc\u30c9\u3092\u8a18\u8ff0\u3059\u308b: Lambda \u95a2\u6570\u30b3\u30fc\u30c9\u3092\u8a18\u8ff0\u3057\u3001ZIP \u30d5\u30a1\u30a4\u30eb\u306b\u30d1\u30c3\u30b1\u30fc\u30b8\u5316\u3057\u307e\u3059\u3002 \u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u308b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>Lambda \u95a2\u6570\u3092\u4f5c\u6210\u3059\u308b: AWS Lambda \u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u65b0\u3057\u3044\u95a2\u6570\u3092\u4f5c\u6210\u3057\u3001ZIP \u30d5\u30a1\u30a4\u30eb\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u307e\u3059\u3002 \u95a2\u6570\u306e\u540d\u524d\u3001\u30e9\u30f3\u30bf\u30a4\u30e0\u3001\u30e1\u30e2\u30ea\u30b5\u30a4\u30ba\u3001\u5b9f\u884c\u30ed\u30fc\u30eb\u306a\u3069\u3092\u5b9a\u7fa9\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>Lambda \u95a2\u6570\u3092\u30c8\u30ea\u30ac\u30fc\u3059\u308b: Lambda \u95a2\u6570\u306e\u30c8\u30ea\u30ac\u30fc\u3092\u8a2d\u5b9a\u3057\u3066\u3001Lambda \u95a2\u6570\u3092\u5b9f\u884c\u3059\u308b\u30bf\u30a4\u30df\u30f3\u30b0\u3068\u5834\u6240\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002 \u305f\u3068\u3048\u3070\u3001Lambda \u95a2\u6570\u3092 RESTful API \u306e\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u3068\u3057\u3066 API \u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3068\u30ed\u30b0\u8a18\u9332: CloudWatch \u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3068\u30ed\u30b0\u8a18\u9332\u3092\u4f7f\u7528\u3057\u3066\u3001Lambda \u95a2\u6570\u306e\u5b9f\u884c\u3001\u30a8\u30e9\u30fc\u3001\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u8981\u7d04\u3059\u308b\u3068\u3001AWS Lambda \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u3088\u308a\u30b7\u30f3\u30d7\u30eb\u3001\u9ad8\u901f\u3001\u304b\u3064\u30b3\u30b9\u30c8\u52b9\u7387\u306e\u9ad8\u3044\u65b9\u6cd5\u3067\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3057\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3068\u4fe1\u983c\u6027\u3092\u9ad8\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 Lambda \u306f\u3001\u81ea\u52d5\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3001\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3001\u304a\u3088\u3073 AWS \u306e\u30b5\u30fc\u30d3\u30b9\u3084\u4ed6\u306e\u30b5\u30fc\u30d3\u30b9\u3068\u7d71\u5408\u3067\u304d\u308b\u8907\u6570\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u30b5\u30dd\u30fc\u30c8\u3092\u63d0\u4f9b\u3057\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u3088\u308a\u67d4\u8edf\u304b\u3064\u52b9\u7387\u7684\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/edu.ujhb.org\/?p=837\" 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=64&amp;q=75\" alt=\"\u8ecd\u4ead\"\/><\/figure>\n\n\n\n<p>AWS\u30e9\u30e0\u30c0\u306e\u4f7f\u3044\u65b9\u3092\u8a73\u3057\u304f\u6559\u3048\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>AWS Lambda \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30b5\u30fc\u30d0\u30fc\u3092\u8cfc\u5165\u3001\u7ba1\u7406\u3001\u4fdd\u5b88\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u30b3\u30fc\u30c9\u3092\u3059\u3070\u3084\u304f\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002 \u3053\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u306f\u3001AWS Lambda \u3092\u4f7f\u7528\u3057\u3066\u30b7\u30f3\u30d7\u30eb\u306a Lambda \u95a2\u6570\u3092\u4f5c\u6210\u304a\u3088\u3073\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30b9\u30c6\u30c3\u30d7 1: Lambda \u95a2\u6570\u3092\u4f5c\u6210\u3059\u308b<\/p>\n\n\n\n<p>1.1 AWS \u30b3\u30f3\u30bd\u30fc\u30eb\u306b\u30ed\u30b0\u30a4\u30f3\u3057\u3066 Lambda \u30b5\u30fc\u30d3\u30b9\u3092\u958b\u304f<\/p>\n\n\n\n<p>AWS \u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30b3\u30f3\u30bd\u30fc\u30eb \u306e [\u30b5\u30fc\u30d3\u30b9] \u30e1\u30cb\u30e5\u30fc\u3067 [Lambda] \u3092\u898b\u3064\u3051\u3001\u30af\u30ea\u30c3\u30af\u3057\u3066 [Lambda \u30b5\u30fc\u30d3\u30b9] \u30da\u30fc\u30b8\u306b\u79fb\u52d5\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>1.2 \u65b0\u3057\u3044 Lambda \u95a2\u6570\u3092\u4f5c\u6210\u3059\u308b<\/p>\n\n\n\n<p>[\u95a2\u6570\u306e\u4f5c\u6210] \u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u3001[\u95a2\u6570\u3092\u6700\u521d\u304b\u3089\u4f5c\u6210] \u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>1.3 \u8a2d\u5b9a\u6a5f\u80fd\u306e\u57fa\u672c\u60c5\u5831<\/p>\n\n\n\n<p>[\u95a2\u6570\u306e\u4f5c\u6210] \u30da\u30fc\u30b8\u3067\u3001\u6b21\u306e\u60c5\u5831\u3092\u5165\u529b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u95a2\u6570\u540d: Lambda \u95a2\u6570\u306e\u540d\u524d<\/li>\n\n\n\n<li>\u30e9\u30f3\u30bf\u30a4\u30e0: Lambda \u95a2\u6570\u304c\u5b9f\u884c\u3055\u308c\u308b\u74b0\u5883<\/li>\n\n\n\n<li>\u5b9f\u884c\u30ed\u30fc\u30eb: \u95a2\u6570\u306e\u5b9f\u884c\u306b\u5fc5\u8981\u306a IAM \u30ed\u30fc\u30eb\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u5165\u529b\u304c\u7d42\u4e86\u3057\u305f\u3089\u3001[\u95a2\u6570\u306e\u4f5c\u6210] \u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>1.4 \u30e9\u30e0\u30c0\u95a2\u6570\u30b3\u30fc\u30c9\u3092\u66f8\u304f<\/p>\n\n\n\n<p>[\u95a2\u6570\u30b3\u30fc\u30c9] \u30bf\u30d6\u3067\u306f\u3001Lambda \u95a2\u6570\u306e\u30b3\u30fc\u30c9\u3092\u76f4\u63a5\u7de8\u96c6\u3057\u305f\u308a\u3001ZIP \u30d5\u30a1\u30a4\u30eb\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u305f\u308a\u3067\u304d\u307e\u3059\u3002 \u30cb\u30fc\u30ba\u306b\u5408\u3063\u305f\u9069\u5207\u306a\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u9078\u629e\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u30b5\u30f3\u30d7\u30eb \u30b3\u30fc\u30c9 (\u30d1\u30a4\u30bd\u30f3):<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">pythonCopy code<code>import json\n\ndef lambda_handler(event, context):\n    return {\n        'statusCode': 200,\n        'body': json.dumps('Hello from Lambda!')\n    }\n<\/code><\/pre>\n\n\n\n<p>\u3053\u306e\u4f8b\u306e\u95a2\u6570\u306f\u3001\u30a4\u30d9\u30f3\u30c8\u3068\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u3092\u53d7\u3051\u53d6\u308a\u3001JSON \u6587\u5b57\u5217\u3092\u8fd4\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>1.5 \u95a2\u6570\u30c8\u30ea\u30ac\u30fc\u3092\u69cb\u6210\u3059\u308b<\/p>\n\n\n\n<p>[\u30c8\u30ea\u30ac\u30fc\u306e\u8a2d\u5b9a] \u30bf\u30d6\u3067\u3001Lambda \u95a2\u6570\u3092\u30c8\u30ea\u30ac\u30fc\u3059\u308b\u30a4\u30d9\u30f3\u30c8\u306e\u30bf\u30a4\u30d7\u3092\u9078\u629e\u3067\u304d\u307e\u3059\u3002 \u305f\u3068\u3048\u3070\u3001Lambda \u95a2\u6570\u3092 RESTful API \u306e\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u3068\u3057\u3066 API \u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30b9\u30c6\u30c3\u30d7 2: Lambda \u95a2\u6570\u3092\u30c6\u30b9\u30c8\u3059\u308b<\/p>\n\n\n\n<p>2.1 \u30e9\u30e0\u30c0\u95a2\u6570\u3092\u30c6\u30b9\u30c8\u3059\u308b<\/p>\n\n\n\n<p>Lambda \u95a2\u6570\u30da\u30fc\u30b8\u3067\u3001[\u30c6\u30b9\u30c8] \u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u3001\u30c6\u30b9\u30c8\u30a4\u30d9\u30f3\u30c8\u3092\u5165\u529b\u3057\u3066\u3001[\u30c6\u30b9\u30c8] \u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30b5\u30f3\u30d7\u30eb \u30a4\u30d9\u30f3\u30c8:<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">jsonCopy code<code>{\n  \"key1\": \"value1\",\n  \"key2\": \"value2\",\n  \"key3\": \"value3\"\n}\n<\/code><\/pre>\n\n\n\n<p>2.2 \u30c6\u30b9\u30c8\u7d50\u679c\u306e\u8868\u793a<\/p>\n\n\n\n<p>\u30c6\u30b9\u30c8\u30da\u30fc\u30b8\u306b\u3001Lambda \u95a2\u6570\u306e\u51fa\u529b\u3068\u5b9f\u884c\u6642\u9593\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30b9\u30c6\u30c3\u30d7 3: Lambda \u95a2\u6570\u3092\u30c7\u30d7\u30ed\u30a4\u3059\u308b<\/p>\n\n\n\n<p>3.1 \u30e9\u30e0\u30c0\u95a2\u6570\u306e\u30c7\u30d7\u30ed\u30a4<\/p>\n\n\n\n<p>[Lambda \u95a2\u6570] \u30da\u30fc\u30b8\u3067\u3001[\u30c7\u30d7\u30ed\u30a4] \u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u3001\u30c7\u30d7\u30ed\u30a4\u3059\u308b Lambda \u95a2\u6570\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u9078\u629e\u3057\u307e\u3059\u3002 \u65b0\u3057\u3044\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u4f5c\u6210\u3059\u308b\u304b\u3001\u65e2\u5b58\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u66f4\u65b0\u3059\u308b\u304b\u3092\u9078\u629e\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>3.2 \u30a8\u30a4\u30ea\u30a2\u30b9\u306e\u8a2d\u5b9a<\/p>\n\n\n\n<p>\u30c7\u30d7\u30ed\u30a4\u30da\u30fc\u30b8\u3067\u3001Lambda \u95a2\u6570\u30a8\u30a4\u30ea\u30a2\u30b9\u3092\u4f5c\u6210\u3057\u3001\u7279\u5b9a\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u306b\u95a2\u9023\u4ed8\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u30a8\u30a4\u30ea\u30a2\u30b9\u3092\u4f7f\u7528\u3057\u3066\u3001Lambda \u95a2\u6570\u306e\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u7ba1\u7406\u3092\u5236\u5fa1\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6982\u8981<\/p>\n\n\n\n<p>AWS Lambda \u306f\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u578b\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30b5\u30fc\u30d3\u30b9\u3067\u3042\u308a\u3001\u81ea\u5206\u3067\u30b5\u30fc\u30d0\u30fc\u3092\u8cfc\u5165\u3001\u7ba1\u7406\u3001\u4fdd\u5b88\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u30af\u30e9\u30a6\u30c9\u3067\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002 AWS Lambda \u3092\u4f7f\u7528\u3059\u308b\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u30b9\u30c6\u30c3\u30d7\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30e9\u30e0\u30c0\u95a2\u6570\u3092\u4f5c\u6210\u3059\u308b<\/li>\n\n\n\n<li>\u30e9\u30e0\u30c0\u95a2\u6570\u30b3\u30fc\u30c9\u3092\u66f8\u304f<\/li>\n\n\n\n<li>\u95a2\u6570\u30c8\u30ea\u30ac\u30fc\u3092\u69cb\u6210\u3059\u308b<\/li>\n\n\n\n<li>\u30e9\u30e0\u30c0\u95a2\u6570\u3092\u30c6\u30b9\u30c8\u3059\u308b<\/li>\n\n\n\n<li>Lambda \u95a2\u6570\u3092\u30c7\u30d7\u30ed\u30a4\u3059\u308b<\/li>\n<\/ul>\n\n\n\n<p>AWS Lambda \u306f\u3001\u81ea\u52d5\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3001\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3001\u304a\u3088\u3073\u8907\u6570\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3092\u63d0\u4f9b\u3057\u3001AWS \u306e\u30b5\u30fc\u30d3\u30b9\u3084\u305d\u306e\u4ed6\u306e\u30b5\u30fc\u30d3\u30b9\u3068\u7d71\u5408\u3057\u3066\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u3088\u308a\u67d4\u8edf\u304b\u3064\u52b9\u7387\u7684\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/edu.ujhb.org\/?p=837\" 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=64&amp;q=75\" alt=\"\u8ecd\u4ead\"\/><\/figure>\n\n\n\n<p>Lambda\u3067API\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u3092\u5229\u7528\u3059\u308b\u30b5\u30fc\u30d3\u30b9\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u6559\u3048\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>API \u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u3068 Lambda \u306f\u3001AWS \u306e\u30b5\u30fc\u30d3\u30b9\u306e\u4e2d\u3067\u6700\u3082\u4e00\u822c\u7684\u306b\u4f7f\u7528\u3055\u308c\u308b\u7d44\u307f\u5408\u308f\u305b\u306e 1 \u3064\u3067\u3059\u3002 API Gateway \u306f\u3001\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u307e\u305f\u306f\u4ed6\u306e\u30b5\u30fc\u30d3\u30b9\u306e HTTP \u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3068\u3057\u3066\u3001HTTP \u30ea\u30af\u30a8\u30b9\u30c8\u3092 Lambda \u95a2\u6570\u306b\u8ee2\u9001\u3057\u3066\u51e6\u7406\u3067\u304d\u307e\u3059\u304c\u3001Lambda \u95a2\u6570\u306f\u5b9f\u969b\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30ed\u30b8\u30c3\u30af\u3092\u5b9f\u884c\u3057\u3066\u30ec\u30b9\u30dd\u30f3\u30b9\u3092\u8fd4\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>API \u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u3068 Lambda \u304c\u4e00\u7dd2\u306b\u4f7f\u7528\u3059\u308b\u30b5\u30fc\u30d3\u30b9\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>API \u30b2\u30fc\u30c8\u30a6\u30a7\u30a4<\/li>\n<\/ol>\n\n\n\n<p>API \u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u306f\u3001AWS \u304c\u63d0\u4f9b\u3059\u308b\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u578b\u30b5\u30fc\u30d3\u30b9\u3067\u3042\u308a\u3001RESTful API \u3068 WebSocket API \u306e\u69cb\u7bc9\u3001\u767a\u884c\u3001\u4fdd\u5b88\u3001\u4fdd\u8b77\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002 API Gateway \u306f\u3001HTTP \u30ea\u30af\u30a8\u30b9\u30c8\u3092 Lambda \u95a2\u6570\u307e\u305f\u306f\u4ed6\u306e\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u30b5\u30fc\u30d3\u30b9\u306b\u30de\u30c3\u30d4\u30f3\u30b0\u3057\u3066\u3001\u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\u3092\u51e6\u7406\u3057\u3001\u30ec\u30b9\u30dd\u30f3\u30b9\u3092\u8fd4\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>API Gateway \u306f\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u51e6\u7406\u4e2d\u306e\u8a8d\u8a3c\u3001\u8a8d\u8a3c\u3001\u627f\u8a8d\u3001\u30ad\u30e3\u30c3\u30b7\u30e5\u306a\u3069\u306e\u6a5f\u80fd\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002 \u3055\u3089\u306b\u3001API Gateway \u306f\u3001AWS Lambda\u3001AWS Elastic Beanstalk\u3001Amazon EC2\u3001\u304a\u3088\u3073\u305d\u306e\u4ed6\u306e\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u30b5\u30fc\u30d3\u30b9\u3068\u7d71\u5408\u3057\u3066\u3001\u67d4\u8edf\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"2\">\n<li>AWS \u30e9\u30e0\u30c0<\/li>\n<\/ol>\n\n\n\n<p>AWS Lambda \u306f\u3001\u30b5\u30fc\u30d0\u30fc\u3092\u8cfc\u5165\u3001\u7ba1\u7406\u3001\u4fdd\u5b88\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u30af\u30e9\u30a6\u30c9\u3067\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002 Lambda \u95a2\u6570\u306f\u3001\u5909\u5316\u3059\u308b\u30ea\u30af\u30a8\u30b9\u30c8\u91cf\u3092\u51e6\u7406\u3059\u308b\u305f\u3081\u306b\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u81ea\u52d5\u7684\u306b\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002 AWS Lambda \u306f\u8907\u6570\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u30e9\u30f3\u30bf\u30a4\u30e0\u74b0\u5883\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001API Gateway\u3001Amazon S3\u3001Amazon DynamoDB\u3001\u304a\u3088\u3073\u305d\u306e\u4ed6\u306e AWS \u30b5\u30fc\u30d3\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"3\">\n<li>\u30e9\u30e0\u30c0\u30d7\u30ed\u30ad\u30b7\u306e\u7d71\u5408<\/li>\n<\/ol>\n\n\n\n<p>Lambda \u30d7\u30ed\u30ad\u30b7\u7d71\u5408\u306f\u3001HTTP \u30ea\u30af\u30a8\u30b9\u30c8\u3092 Lambda \u95a2\u6570\u306b\u76f4\u63a5\u30de\u30c3\u30d4\u30f3\u30b0\u3057\u3001Lambda \u95a2\u6570\u306e\u51fa\u529b\u3092 HTTP \u30ec\u30b9\u30dd\u30f3\u30b9\u306b\u5909\u63db\u3059\u308b API \u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u306e\u6a5f\u80fd\u3067\u3059\u3002 Lambda \u95a2\u6570\u306f\u3001\u8ffd\u52a0\u306e\u30b3\u30fc\u30c9\u3092\u8a18\u8ff0\u3057\u305f\u308a\u3001\u4ed6\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u306a\u304f\u3001API \u30b2\u30fc\u30c8\u30a6\u30a7\u30a4 \u304b\u3089\u306e HTTP \u30ea\u30af\u30a8\u30b9\u30c8\u3092\u76f4\u63a5\u51e6\u7406\u3067\u304d\u307e\u3059\u3002 Lambda \u30d7\u30ed\u30ad\u30b7\u7d71\u5408\u306f\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u51e6\u7406\u4e2d\u306e\u8a8d\u8a3c\u3001\u8a8d\u8a3c\u3001\u627f\u8a8d\u3001\u304a\u3088\u3073\u30ad\u30e3\u30c3\u30b7\u30e5\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"4\">\n<li>\u30e9\u30e0\u30c0\u95a2\u6570\u306e\u7d71\u5408<\/li>\n<\/ol>\n\n\n\n<p>Lambda \u95a2\u6570\u306e\u7d71\u5408\u306f\u3001HTTP \u30ea\u30af\u30a8\u30b9\u30c8\u3092 Lambda \u95a2\u6570\u306b\u8ee2\u9001\u3057\u3001Lambda \u95a2\u6570\u306e\u51fa\u529b\u3092\u4f7f\u7528\u3057\u3066 HTTP \u30ec\u30b9\u30dd\u30f3\u30b9\u3092\u69cb\u7bc9\u3067\u304d\u308b API Gateway \u306e\u5225\u306e\u6a5f\u80fd\u3067\u3059\u3002 Lambda \u30d7\u30ed\u30ad\u30b7\u7d71\u5408\u3068\u306f\u7570\u306a\u308a\u3001Lambda \u95a2\u6570\u7d71\u5408\u306f\u3001API \u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u3068 Lambda \u95a2\u6570\u3092\u30ea\u30af\u30a8\u30b9\u30c8\u3068\u30ec\u30b9\u30dd\u30f3\u30b9\u306e\u51e6\u7406\u304b\u3089\u5206\u96e2\u3057\u307e\u3059\u3002 Lambda \u95a2\u6570\u306e\u7d71\u5408\u3067\u306f\u3001API Gateway \u3068 Lambda \u95a2\u6570\u306e\u9593\u306b\u3001\u8a8d\u8a3c\u3001\u8a8d\u8a3c\u3001\u627f\u8a8d\u3001\u30ad\u30e3\u30c3\u30b7\u30e5\u306a\u3069\u306e\u6a5f\u80fd\u3092\u8ffd\u52a0\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6982\u8981<\/p>\n\n\n\n<p>API Gateway \u3068 Lambda \u3092\u4e00\u7dd2\u306b\u4f7f\u7528\u3059\u308b\u3068\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u3067\u53ef\u7528\u6027\u306e\u9ad8\u3044\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002 API Gateway \u306b\u306f\u3001HTTP \u30ea\u30af\u30a8\u30b9\u30c8\u3092 Lambda \u95a2\u6570\u307e\u305f\u306f\u4ed6\u306e\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u30b5\u30fc\u30d3\u30b9\u306b\u7c21\u5358\u306b\u30de\u30c3\u30d4\u30f3\u30b0\u3057\u3066\u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\u3092\u51e6\u7406\u3057\u3001\u30ec\u30b9\u30dd\u30f3\u30b9\u3092\u8fd4\u3059\u3053\u3068\u304c\u3067\u304d\u308b HTTP \u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3068\u6a5f\u80fd\u62e1\u5f35\u6a5f\u80fd\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002 AWS Lambda \u306f\u3001\u30b5\u30fc\u30d0\u30fc\u3092\u8cfc\u5165\u3001\u7ba1\u7406\u3001\u4fdd\u5b88\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u30af\u30e9\u30a6\u30c9\u3067\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 Lambda \u95a2\u6570\u306f\u81ea\u52d5\u7684\u306b\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3055\u308c\u3001API Gateway\u3001Amazon S3\u3001Amazon DynamoDB\u3001\u304a\u3088\u3073\u305d\u306e\u4ed6\u306e AWS \u30b5\u30fc\u30d3\u30b9\u3068\u7d71\u5408\u3055\u308c\u307e\u3059\u3002 Lambda \u30d7\u30ed\u30ad\u30b7\u7d71\u5408\u3068 Lambda \u95a2\u6570\u7d71\u5408\u306f\u3001API Gateway \u3092\u7d71\u5408\u3059\u308b &lt;&gt; \u3064\u306e\u65b9\u6cd5\u3067\u3042\u308a\u3001Lambda \u95a2\u6570\u3068\u76f4\u63a5\u7d71\u5408\u3057\u3066\u3001\u9ad8\u901f\u5fdc\u7b54\u3068\u52b9\u7387\u7684\u306a\u30ea\u30af\u30a8\u30b9\u30c8\u51e6\u7406\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/edu.ujhb.org\/?p=837\" 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=64&amp;q=75\" alt=\"\u8ecd\u4ead\"\/><\/figure>\n\n\n\n<p>\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044 Glue Job \u2013 ETL (\u62bd\u51fa\u3001\u5909\u63db\u3001\u8aad\u307f\u8fbc\u307f) \u30b8\u30e7\u30d6\u3092\u30db\u30b9\u30c8\u3059\u308b\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9 \u30b5\u30fc\u30d3\u30b9<\/p>\n\n\n\n<p>AWS Glue Job \u306f\u3001ETL (\u62bd\u51fa\u3001\u5909\u63db\u3001\u30ed\u30fc\u30c9) \u30b8\u30e7\u30d6\u306e\u5b9f\u884c\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u306e\u30c7\u30fc\u30bf\u306e\u62bd\u51fa\u3001\u30c7\u30fc\u30bf\u5909\u63db\u3068\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u306e\u5b9f\u884c\u3001\u30bf\u30fc\u30b2\u30c3\u30c8\u30c7\u30fc\u30bf\u30ea\u30dd\u30b8\u30c8\u30ea\u3078\u306e\u30c7\u30fc\u30bf\u306e\u30ed\u30fc\u30c9\u306b\u4f7f\u7528\u3067\u304d\u308b\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u578b\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002 \u30b0\u30eb\u30fc\u30b8\u30e7\u30d6\u306f\u3001ETL \u30b8\u30e7\u30d6\u306e\u69cb\u7bc9\u3001\u5b9f\u884c\u3001\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306b\u4f7f\u7528\u3067\u304d\u308b AWS Glue \u30b5\u30fc\u30d3\u30b9\u306e\u4e00\u90e8\u3067\u3059\u3002<\/p>\n\n\n\n<p>AWS Glue \u30b8\u30e7\u30d6\u306e\u4e3b\u306a\u6a5f\u80fd\u3068\u5229\u70b9\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9<\/li>\n<\/ol>\n\n\n\n<p>AWS Glue Job \u306f\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u30e9\u30f3\u30bf\u30a4\u30e0\u74b0\u5883\u3092\u7ba1\u7406\u3059\u308b\u5fc5\u8981\u3092\u306a\u304f\u3059\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u578b\u306e\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002 ETL \u30b8\u30e7\u30d6\u30b3\u30fc\u30c9\u3092\u8a18\u8ff0\u3057\u3001AWS Glue \u30b5\u30fc\u30d3\u30b9\u306b\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u3066\u3001\u30b8\u30e7\u30d6\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u8a2d\u5b9a\u3059\u308b\u3060\u3051\u3067\u3059\u3002 AWS Glue Job \u306f\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30ea\u30bd\u30fc\u30b9\u3001\u5b9f\u884c\u6642\u9593\u3001\u30a8\u30e9\u30fc\u51e6\u7406\u3001\u30b8\u30e7\u30d6\u306e\u30ed\u30b0\u8a18\u9332\u306a\u3069\u306e\u5074\u9762\u3092\u81ea\u52d5\u7684\u306b\u7ba1\u7406\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"2\">\n<li>\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306e\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ol>\n\n\n\n<p>AWS Glue Job \u306f\u3001Amazon S3\u3001JDBC Data Sources\u3001Amazon DynamoDB\u3001Amazon RDS\u3001\u305d\u306e\u4ed6\u306e\u30c7\u30fc\u30bf\u30ea\u30dd\u30b8\u30c8\u30ea\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002 \u3053\u308c\u3089\u306e\u30c7\u30fc\u30bf\u30fb\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u3001\u30bf\u30fc\u30b2\u30c3\u30c8\u30fb\u30c7\u30fc\u30bf\u30fb\u30ea\u30dd\u30b8\u30c8\u30ea\u30fc\u3067\u5fc5\u8981\u306a\u5f62\u5f0f\u306b\u5909\u63db\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"3\">\n<li>\u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ol>\n\n\n\n<p>AWS Glue Job \u306f\u3001JSON\u3001CSV\u3001Avro\u3001ORC\u3001Parquet \u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u5f62\u5f0f\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002 \u30b8\u30e7\u30d6\u5185\u306e\u30c7\u30fc\u30bf\u3092\u5909\u63db\u304a\u3088\u3073\u30af\u30ea\u30fc\u30f3\u30a2\u30c3\u30d7\u3057\u3001\u30bf\u30fc\u30b2\u30c3\u30c8\u5f62\u5f0f\u306b\u5909\u63db\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"4\">\n<li>\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9<\/li>\n<\/ol>\n\n\n\n<p>AWS Glue \u30b8\u30e7\u30d6\u306f\u3001\u5909\u5316\u3059\u308b ETL \u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u51e6\u7406\u3059\u308b\u305f\u3081\u306b\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u81ea\u52d5\u7684\u306b\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3055\u308c\u307e\u3059\u3002 \u30b8\u30e7\u30d6\u306e\u6700\u5c0f\u5bb9\u91cf\u3068\u6700\u5927\u5bb9\u91cf\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u30cb\u30fc\u30ba\u3092\u6e80\u305f\u3059\u3088\u3046\u306b\u30b8\u30e7\u30d6\u30fb\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u3092\u69cb\u6210\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u5236\u5fa1\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"5\">\n<li>\u4ed6\u306e AWS \u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408<\/li>\n<\/ol>\n\n\n\n<p>AWS Glue Job \u306f\u3001AWS Lambda\u3001Amazon S3\u3001Amazon Redshift\u3001Amazon RDS\u3001Amazon Elasticsearch \u306a\u3069\u306e\u4ed6\u306e AWS \u30b5\u30fc\u30d3\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u3089\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u4f7f\u7528\u3057\u3066\u3001\u3088\u308a\u8907\u96d1\u306a ETL \u30b8\u30e7\u30d6\u3092\u4f5c\u6210\u3057\u3001\u4ed6\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30b5\u30fc\u30d3\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"6\">\n<li>\u30b7\u30f3\u30d7\u30eb\u3067\u4f7f\u3044\u3084\u3059\u3044\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n<\/ol>\n\n\n\n<p>AWS Glue Job \u306f\u3001\u30b8\u30e7\u30d6\u3092\u4f5c\u6210\u3001\u8a2d\u5b9a\u3001\u304a\u3088\u3073\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3059\u308b\u305f\u3081\u306e\u4f7f\u3044\u3084\u3059\u3044\u30a6\u30a7\u30d6\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u3053\u306e\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3092\u4f7f\u7528\u3057\u3066\u3001\u30b8\u30e7\u30d6\u30fb\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u306e\u8a2d\u5b9a\u3001\u30b8\u30e7\u30d6\u30fb\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3001\u30b8\u30e7\u30d6\u30fb\u30ed\u30b0\u306e\u8868\u793a\u3001\u304a\u3088\u3073\u30b8\u30e7\u30d6\u30fb\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u30e2\u30cb\u30bf\u30fc\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6982\u8981\uff1a<\/p>\n\n\n\n<p>AWS Glue Job \u306f\u3001ETL \u30b8\u30e7\u30d6\u3092\u5b9f\u884c\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u30bf\u30fc\u30b2\u30c3\u30c8\u30c7\u30fc\u30bf\u30ea\u30dd\u30b8\u30c8\u30ea\u306b\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3001\u5909\u63db\u3001\u30ed\u30fc\u30c9\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3067\u304d\u308b\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u578b\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002 AWS Glue Job \u306e\u7279\u5fb4\u3068\u5229\u70b9 (\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u578b\u3001\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u5f62\u5f0f\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3001\u4ed6\u306e AWS \u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408\u3001\u4f7f\u3044\u3084\u3059\u3044\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u306a\u3069)\u3002 AWS Glue \u30b8\u30e7\u30d6\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9\u30cb\u30fc\u30ba\u3092\u6e80\u305f\u3059\u305f\u3081\u306b ETL \u30b8\u30e7\u30d6\u3092\u7c21\u5358\u306b\u69cb\u7bc9\u3001\u5b9f\u884c\u3001\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/edu.ujhb.org\/?p=837\" 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=64&amp;q=75\" alt=\"\u8ecd\u4ead\"\/><\/figure>\n\n\n\n<p>MWAA(Apache Airflow\u306e\u30de\u30cd\u30fc\u30b8\u30c9\u30ef\u30fc\u30af\u30d5\u30ed\u30fc)\u2013Apache Airflow\u30bf\u30b9\u30af\u30d5\u30ed\u30fc\u3092\u30db\u30b9\u30c8\u3059\u308b\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>Apache Airflow \u306e\u30de\u30cd\u30fc\u30b8\u30c9 \u30ef\u30fc\u30af\u30d5\u30ed\u30fc (MWAA) \u306f\u3001Apache Airflow \u30bf\u30b9\u30af \u30b9\u30c8\u30ea\u30fc\u30e0\u3092\u30db\u30b9\u30c8\u304a\u3088\u3073\u7ba1\u7406\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3067\u304d\u308b\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9 \u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002 Apache Airflow\u306f\u3001\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u304a\u3088\u3073\u5206\u6790\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u69cb\u7bc9\u3001\u8a08\u753b\u3001\u304a\u3088\u3073\u7ba1\u7406\u3059\u308b\u305f\u3081\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30bf\u30b9\u30af\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n\n\n\n<p>MWAA \u306e\u4e3b\u306a\u6a5f\u80fd\u3068\u5229\u70b9\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9<\/li>\n<\/ol>\n\n\n\n<p>MWAA \u306f\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u30e9\u30f3\u30bf\u30a4\u30e0\u74b0\u5883\u3092\u7ba1\u7406\u3059\u308b\u5fc5\u8981\u3092\u306a\u304f\u3059\u30d5\u30eb \u30de\u30cd\u30fc\u30b8\u30c9 \u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002 Airflow DAG \u30d5\u30a1\u30a4\u30eb\u3068\u4f9d\u5b58\u95a2\u4fc2\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u3066\u8a2d\u5b9a\u3059\u308b\u3060\u3051\u3067\u3001MWAA \u3067\u30bf\u30b9\u30af \u30d5\u30ed\u30fc\u3092\u4f5c\u6210\u304a\u3088\u3073\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002 MWAA \u306f\u3001\u30bf\u30b9\u30af \u30d5\u30ed\u30fc\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30ea\u30bd\u30fc\u30b9\u3001\u5b9f\u884c\u6642\u9593\u3001\u30a8\u30e9\u30fc\u51e6\u7406\u3001\u304a\u3088\u3073\u30ed\u30b0\u3092\u81ea\u52d5\u7684\u306b\u7ba1\u7406\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"2\">\n<li>Apache \u30a8\u30a2\u30d5\u30ed\u30fc\u306e\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ol>\n\n\n\n<p>MWAA\u306f\u3001\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u304a\u3088\u3073\u5206\u6790\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u69cb\u7bc9\u3001\u8a08\u753b\u3001\u7ba1\u7406\u306b\u4f7f\u7528\u3067\u304d\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30bf\u30b9\u30af\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb\u3067\u3042\u308bApache Airflow\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002 MWAA \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u65e2\u5b58\u306e Airflow \u30b8\u30e7\u30d6\u30b9\u30c8\u30ea\u30fc\u30e0\u3092 AWS \u30af\u30e9\u30a6\u30c9\u306b\u7c21\u5358\u306b\u79fb\u884c\u3057\u305f\u308a\u3001Airflow \u3092\u4f7f\u7528\u3057\u3066\u65b0\u3057\u3044\u30b8\u30e7\u30d6\u30d5\u30ed\u30fc\u3092\u958b\u767a\u3057\u305f\u308a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"3\">\n<li>\u9ad8\u53ef\u7528\u6027\u3068\u56de\u5fa9\u6027<\/li>\n<\/ol>\n\n\n\n<p>MWAA \u306f\u9ad8\u53ef\u7528\u6027\u3068\u5f3e\u529b\u6027\u3092\u63d0\u4f9b\u3057\u3001\u5909\u5316\u3059\u308b\u30bf\u30b9\u30af \u30d5\u30ed\u30fc\u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306b\u5408\u308f\u305b\u3066\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30ea\u30bd\u30fc\u30b9\u3092\u81ea\u52d5\u7684\u306b\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3057\u307e\u3059\u3002 \u3055\u307e\u3056\u307e\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u30cb\u30fc\u30ba\u3092\u6e80\u305f\u3059\u3088\u3046\u306b\u74b0\u5883\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u3092\u69cb\u6210\u3059\u308b\u3053\u3068\u3067\u3001\u74b0\u5883\u306e\u6700\u5c0f\u5bb9\u91cf\u3068\u6700\u5927\u5bb9\u91cf\u3092\u5236\u5fa1\u3067\u304d\u307e\u3059\u3002 MWAA \u306f\u3001\u30bf\u30b9\u30af \u30b9\u30c8\u30ea\u30fc\u30e0\u306e\u30c7\u30fc\u30bf\u304c\u5931\u308f\u308c\u306a\u3044\u3088\u3046\u306b\u3059\u308b\u305f\u3081\u306e\u81ea\u52d5\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u304a\u3088\u3073\u5fa9\u5143\u6a5f\u80fd\u3082\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"4\">\n<li>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u7ba1\u7406\u6027<\/li>\n<\/ol>\n\n\n\n<p>MWAA \u306f\u3001IAM \u30a2\u30af\u30bb\u30b9\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5206\u96e2\u3001\u30ed\u30b0\u8a18\u9332\u3001\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u304a\u3088\u3073\u7ba1\u7406\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u3053\u308c\u3089\u306e\u6a5f\u80fd\u3092\u4f7f\u7528\u3057\u3066\u3001\u30bf\u30b9\u30af\u30fb\u30d5\u30ed\u30fc\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fc\u3068\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u3092\u78ba\u4fdd\u3057\u3001\u30b8\u30e7\u30d6\u30fb\u30d5\u30ed\u30fc\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u53ef\u7528\u6027\u3092\u30e2\u30cb\u30bf\u30fc\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"5\">\n<li>\u4ed6\u306e AWS \u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408<\/li>\n<\/ol>\n\n\n\n<p>MWAA \u306f\u3001Amazon S3\u3001Amazon Redshift\u3001Amazon EMR\u3001Amazon RDS\u3001Amazon Elasticsearch \u306a\u3069\u306e\u4ed6\u306e AWS \u30b5\u30fc\u30d3\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u3089\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u4f7f\u7528\u3057\u3066\u3001\u30bf\u30b9\u30af \u30d5\u30ed\u30fc\u306e\u30c7\u30fc\u30bf\u3092\u683c\u7d0d\u304a\u3088\u3073\u51e6\u7406\u3057\u3001\u4ed6\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30b5\u30fc\u30d3\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"6\">\n<li>\u30b7\u30f3\u30d7\u30eb\u3067\u4f7f\u3044\u3084\u3059\u3044\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n<\/ol>\n\n\n\n<p>MWAA \u306f\u3001\u30bf\u30b9\u30af \u30d5\u30ed\u30fc\u3092\u4f5c\u6210\u3001\u8a2d\u5b9a\u3001\u304a\u3088\u3073\u76e3\u8996\u3059\u308b\u305f\u3081\u306e\u4f7f\u3044\u3084\u3059\u3044 Web \u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u3053\u306e\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3092\u4f7f\u7528\u3057\u3066\u3001\u74b0\u5883\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u8a2d\u5b9a\u3001Airflow DAG \u30d5\u30a1\u30a4\u30eb\u3068\u4f9d\u5b58\u95a2\u4fc2\u306e\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3001\u30bf\u30b9\u30af \u30d5\u30ed\u30fc \u30ed\u30b0\u306e\u8868\u793a\u3001\u304a\u3088\u3073\u30bf\u30b9\u30af \u30d5\u30ed\u30fc\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u76e3\u8996\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6982\u8981\uff1a<\/p>\n\n\n\n<p>Apache Airflow \u306e\u30de\u30cd\u30fc\u30b8\u30c9 \u30ef\u30fc\u30af\u30d5\u30ed\u30fc (MWAA) \u306f\u3001Apache Airflow \u30bf\u30b9\u30af \u30b9\u30c8\u30ea\u30fc\u30e0\u3092\u30db\u30b9\u30c8\u304a\u3088\u3073\u7ba1\u7406\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3067\u304d\u308b\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9 \u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002 \u30d5\u30eb\u30db\u30b9\u30c6\u30a3\u30f3\u30b0\u3001Apache Airflow\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u9ad8\u53ef\u7528\u6027\u3068\u5f3e\u529b\u6027\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u7ba1\u7406\u6027\u3001\u4ed6\u306eAWS\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408\u3001\u4f7f\u3044\u3084\u3059\u3044\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u306a\u3069\u306eMWAA\u6a5f\u80fd\u3068\u5229\u70b9\u3002 MWAA\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9\u30cb\u30fc\u30ba\u3092\u6e80\u305f\u3059\u305f\u3081\u306b\u3001\u30b8\u30e7\u30d6\u30d5\u30ed\u30fc\u3092\u7c21\u5358\u306b\u69cb\u7bc9\u3001\u5b9f\u884c\u3001\u304a\u3088\u3073\u76e3\u8996\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/edu.ujhb.org\/?p=837\" 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=64&amp;q=75\" alt=\"\u8ecd\u4ead\"\/><\/figure>\n\n\n\n<p>SQS(\u30b7\u30f3\u30d7\u30eb\u30ad\u30e5\u30fc\u30b5\u30fc\u30d3\u30b9)\u2013\u30b7\u30f3\u30d7\u30eb\u30e1\u30c3\u30bb\u30fc\u30b8\u30ad\u30e5\u30fc\u30b5\u30fc\u30d3\u30b9\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>SQS(\u30b7\u30f3\u30d7\u30eb\u30ad\u30e5\u30fc\u30b5\u30fc\u30d3\u30b9)\u306f\u3001AWS\u304c\u63d0\u4f9b\u3059\u308b\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u30ad\u30e5\u30fc\u30a4\u30f3\u30b0\u30b5\u30fc\u30d3\u30b9\u3067\u3042\u308a\u3001\u5206\u6563\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u9593\u306e\u3055\u307e\u3056\u307e\u306a\u90e8\u5206\u3092\u5206\u96e2\u3057\u3066\u8abf\u6574\u3057\u3001\u3088\u308a\u52b9\u7387\u7684\u306b\u5b9f\u884c\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>SQS \u3067\u306f\u3001\u30e1\u30c3\u30bb\u30fc\u30b8\u9001\u4fe1\u5074\u306f\u30ad\u30e5\u30fc\u306b\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u9001\u4fe1\u3057\u3001\u305d\u3053\u304b\u3089\u53d7\u4fe1\u5074\u304c\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u53d6\u5f97\u3057\u3066\u51e6\u7406\u3067\u304d\u307e\u3059\u3002 SQS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u3001\u30d7\u30ed\u30bb\u30b9\u3001\u304a\u3088\u3073\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u9593\u3067\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3057\u3001\u30e1\u30c3\u30bb\u30fc\u30b8\u304c\u5931\u308f\u308c\u308b\u3053\u3068\u306a\u304f\u78ba\u5b9f\u306b\u914d\u4fe1\u3055\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>SQS \u306b\u306f\u3001\u6a19\u6e96\u30ad\u30e5\u30fc\u3068 FIFO \u30ad\u30e5\u30fc\u306e 2 \u3064\u306e\u7570\u306a\u308b\u30ad\u30e5\u30fc \u30bf\u30a4\u30d7\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6a19\u6e96\u30ad\u30e5\u30fc: \u9806\u4e0d\u540c\u3067\u914d\u4fe1\u3055\u308c\u3001\u5c11\u306a\u304f\u3068\u3082 1 \u56de\u3001\u5834\u5408\u306b\u3088\u3063\u3066\u306f\u7e70\u308a\u8fd4\u3057\u5272\u308a\u5f53\u3066\u3089\u308c\u3001\u8907\u6570\u306e\u30b3\u30f3\u30b7\u30e5\u30fc\u30de\u30fc\u304c\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u51e6\u7406\u3059\u308b\u72b6\u6cc1\u306b\u9069\u3057\u305f\u30e1\u30c3\u30bb\u30fc\u30b8\u3002<\/li>\n\n\n\n<li>FIFO \u30ad\u30e5\u30fc: \u5404\u30e1\u30c3\u30bb\u30fc\u30b8\u304c\u4e00\u5ea6\u3060\u3051\u914d\u4fe1\u3055\u308c\u308b\u3088\u3046\u306b\u3059\u308b\u5148\u5165\u308c\u5148\u51fa\u3057 (FIFO) \u3092\u4f7f\u7528\u3057\u305f\u30e1\u30c3\u30bb\u30fc\u30b8\u30f3\u30b0\u3067\u3001\u6ce8\u6587\u51e6\u7406\u306a\u3069\u3001\u30e1\u30c3\u30bb\u30fc\u30b8\u304c\u7279\u5b9a\u306e\u9806\u5e8f\u3067\u914d\u4fe1\u3055\u308c\u308b\u3088\u3046\u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u306b\u4fbf\u5229\u3067\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p>SQS \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u975e\u540c\u671f\u30bf\u30b9\u30af\u51e6\u7406\u3001\u30a4\u30d9\u30f3\u30c8\u99c6\u52d5\u578b\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3001\u30b5\u30fc\u30d3\u30b9\u306e\u7d44\u307f\u5408\u308f\u305b\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3 \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3 \u30d1\u30bf\u30fc\u30f3\u3092\u5b9f\u88c5\u3067\u304d\u307e\u3059\u3002 AWS \u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30b3\u30f3\u30bd\u30fc\u30eb\u3001AWS SDK\u3001\u307e\u305f\u306f\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9 (CLI) \u3092\u4f7f\u7528\u3057\u3066\u3001SQS \u30ad\u30e5\u30fc\u3092\u7c21\u5358\u306b\u4f5c\u6210\u3001\u7ba1\u7406\u3001\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/edu.ujhb.org\/?p=837\" 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=64&amp;q=75\" alt=\"\u8ecd\u4ead\"\/><\/figure>\n\n\n\n<p>AWS\u306eECS(\u30a8\u30e9\u30b9\u30c6\u30a3\u30c3\u30af\u30b3\u30f3\u30c6\u30ca\u30b5\u30fc\u30d3\u30b9)\u2013\u30b3\u30f3\u30c6\u30ca\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30b5\u30fc\u30d3\u30b9\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u6559\u3048\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>AWS\u306eECS(\u30a8\u30e9\u30b9\u30c6\u30a3\u30c3\u30af\u30b3\u30f3\u30c6\u30ca\u30b5\u30fc\u30d3\u30b9)\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u30af\u30e9\u30a6\u30c9\u3067Docker\u30b3\u30f3\u30c6\u30ca\u3092\u7c21\u5358\u306b\u5b9f\u884c\u3001\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3001\u7ba1\u7406\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u30b3\u30f3\u30c6\u30ca\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002 \u30e6\u30fc\u30b6\u30fc\u306f ECS \u3092\u4f7f\u7528\u3057\u3066\u3001\u30b3\u30f3\u30c6\u30ca\u5316\u3055\u308c\u305f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092 EC2 \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3001Fargate \u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u74b0\u5883\u3001\u307e\u305f\u306f\u72ec\u81ea\u306e\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306b\u30c7\u30d7\u30ed\u30a4\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>ECS\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u3055\u307e\u3056\u307e\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AWS\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408:ECS\u306f\u3001ALB(Application Load Balancer)\u3001CloudWatch\u3001CloudFormation\u3001IAM\u306a\u3069\u306e\u4ed6\u306eAWS\u30b5\u30fc\u30d3\u30b9\u3068\u7d71\u5408\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u81ea\u52d5\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0: ECS \u306f\u3001\u30b3\u30f3\u30c6\u30ca\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e CPU \u4f7f\u7528\u7387\u307e\u305f\u306f\u30b9\u30b1\u30b8\u30e5\u30fc\u30ea\u30f3\u30b0\u30dd\u30ea\u30b7\u30fc\u306b\u57fa\u3065\u304f\u30bf\u30b9\u30af\u306e\u81ea\u52d5\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3: ECS \u306f\u3001\u30b3\u30f3\u30c6\u30ca\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3068\u30bf\u30b9\u30af\u306e AWS \u30ea\u30bd\u30fc\u30b9\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u5236\u5fa1\u3059\u308b\u305f\u3081\u306e IAM \u30ed\u30fc\u30eb\u3068\u30a2\u30af\u30bb\u30b9\u8a31\u53ef\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u8ca0\u8377\u5206\u6563: ECS \u3092 ALB \u3084 NLB \u306a\u3069\u306e AWS \u306e\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u30fc\u3068\u7d71\u5408\u3057\u3066\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u8ca0\u8377\u5206\u6563\u3068\u9ad8\u53ef\u7528\u6027\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u8907\u6570\u306e\u7a2e\u985e\u306e\u30b3\u30f3\u30c6\u30ca\u30fc\u306e\u30b5\u30dd\u30fc\u30c8: ECS \u306f\u3001Docker \u30b3\u30f3\u30c6\u30ca\u30fc\u3084 Windows \u30b3\u30f3\u30c6\u30ca\u30fc\u306a\u3069\u3001\u8907\u6570\u306e\u7a2e\u985e\u306e\u30b3\u30f3\u30c6\u30ca\u30fc\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30ab\u30b9\u30bf\u30e0 AMI: ECS \u306f\u3001\u30b3\u30f3\u30c6\u30ca\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u8d77\u52d5\u6642\u306b\u4f7f\u7528\u3067\u304d\u308b\u30e6\u30fc\u30b6\u30fc\u5b9a\u7fa9\u306e AMI \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u4f7f\u3044\u3084\u3059\u3055: \u30e6\u30fc\u30b6\u30fc\u306f\u3001ECS \u30b3\u30f3\u30bd\u30fc\u30eb\u3001AWS CLI\u3001\u307e\u305f\u306f AWS SDK \u3092\u4f7f\u7528\u3057\u3066\u3001\u30bf\u30b9\u30af\u5b9a\u7fa9\u306e\u4f5c\u6210\u3001\u30b5\u30fc\u30d3\u30b9\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3001\u30af\u30e9\u30b9\u30bf\u30fc\u306e\u30b9\u30b1\u30fc\u30eb\u30a2\u30c3\u30d7\u307e\u305f\u306f\u30b9\u30b1\u30fc\u30eb\u30c0\u30a6\u30f3\u306a\u3069\u3001\u30b3\u30f3\u30c6\u30ca\u5316\u3055\u308c\u305f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u7ba1\u7406\u304a\u3088\u3073\u30c7\u30d7\u30ed\u30a4\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p>ECS \u306f\u3001Kubernetes \u3084 Docker Compose \u306a\u3069\u306e\u4ed6\u306e\u30b3\u30f3\u30c6\u30ca\u30fc \u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3 \u30c4\u30fc\u30eb\u306e\u4f7f\u7528\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002 \u30e6\u30fc\u30b6\u30fc\u306f ECS Anywhere \u3092\u4f7f\u7528\u3057\u3066\u3001\u30ed\u30fc\u30ab\u30eb\u30de\u30b7\u30f3\u3084\u4ed6\u306e\u30af\u30e9\u30a6\u30c9\u3067 Docker \u30b3\u30f3\u30c6\u30ca\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/edu.ujhb.org\/?p=837\" 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=64&amp;q=75\" alt=\"\u8ecd\u4ead\"\/><\/figure>\n\n\n\n<p>AWS DynamoDB \u2013 \u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u578b\u306e NoSQL \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30b5\u30fc\u30d3\u30b9\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>DynamoDB for AWS \u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u30c7\u30fc\u30bf\u3092\u8fc5\u901f\u3001\u67d4\u8edf\u3001\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306b\u4fdd\u5b58\u304a\u3088\u3073\u53d6\u5f97\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u578b\u306e NoSQL \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002 DynamoDB \u306f\u3001\u3042\u3089\u3086\u308b\u898f\u6a21\u3067\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3057\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u8981\u6c42\u306b\u5408\u308f\u305b\u3066\u81ea\u52d5\u7684\u306b\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3067\u304d\u308b\u3001\u9ad8\u6027\u80fd\u3067\u4f4e\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<\/p>\n\n\n\n<p>DynamoDB \u306b\u306f\u6b21\u306e\u7279\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9: DynamoDB \u306f\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u578b\u30b5\u30fc\u30d3\u30b9\u3067\u3042\u308a\u3001AWS \u304c\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u3092\u51e6\u7406\u3059\u308b\u305f\u3081\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u30c7\u30fc\u30bf\u306e\u307f\u306b\u96c6\u4e2d\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb: DynamoDB \u306f\u3001\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9\u306e\u5909\u66f4\u306b\u5bfe\u5fdc\u3059\u308b\u305f\u3081\u306b\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30cb\u30fc\u30ba\u306b\u57fa\u3065\u3044\u3066\u5bb9\u91cf\u3092\u81ea\u52d5\u7684\u306b\u30b9\u30b1\u30fc\u30eb\u30a2\u30c3\u30d7\u304a\u3088\u3073\u30b9\u30b1\u30fc\u30eb\u30c0\u30a6\u30f3\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u9ad8\u53ef\u7528\u6027: DynamoDB \u306f\u3001\u30ea\u30fc\u30b8\u30e7\u30f3\u9593\u3067\u306e\u30c7\u30fc\u30bf\u306e\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3068\u5fa9\u65e7\u306e\u305f\u3081\u306b\u3001\u8907\u6570\u306e AWS \u30ea\u30fc\u30b8\u30e7\u30f3\u306b\u8907\u6570\u306e\u30ec\u30d7\u30ea\u30ab\u3092\u63d0\u4f9b\u3057\u3001\u30c7\u30fc\u30bf\u306e\u4fe1\u983c\u6027\u3068\u53ef\u7528\u6027\u3092\u78ba\u4fdd\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u5f37\u529b\u306a\u6574\u5408\u6027: DynamoDB \u306f\u5f37\u529b\u306a\u6574\u5408\u6027\u30e2\u30fc\u30c9\u3068\u7d50\u679c\u6574\u5408\u6027\u30e2\u30fc\u30c9\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30cb\u30fc\u30ba\u306b\u57fa\u3065\u3044\u3066\u3055\u307e\u3056\u307e\u306a\u30e2\u30fc\u30c9\u3092\u9078\u629e\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u67d4\u8edf\u306a\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb: DynamoDB \u306e\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u306f\u67d4\u8edf\u6027\u304c\u3042\u308a\u3001\u30ad\u30fc\u3068\u5024\u306e\u30da\u30a2\u3068\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30c7\u30fc\u30bf\u69cb\u9020\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5c5e\u6027\u3092\u52d5\u7684\u306b\u8ffd\u52a0\u307e\u305f\u306f\u524a\u9664\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3: DynamoDB \u306f\u3001AWS \u30a2\u30a4\u30c7\u30f3\u30c6\u30a3\u30c6\u30a3\u304a\u3088\u3073\u30a2\u30af\u30bb\u30b9\u7ba1\u7406 (IAM) \u3068\u6697\u53f7\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u30c7\u30fc\u30bf\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u6a5f\u5bc6\u6027\u3092\u78ba\u4fdd\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u8c4a\u5bcc\u306a API: DynamoDB \u306b\u306f\u3001AWS SDK\u3001REST API\u3001\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u306a\u3069\u306e API \u304c\u7528\u610f\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u4f7f\u3044\u6163\u308c\u305f\u65b9\u6cd5\u3067\u30c7\u30fc\u30bf\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u7ba1\u7406\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p>DynamoDB \u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u306f\u3001\u30a6\u30a7\u30d6\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u30e2\u30d0\u30a4\u30eb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u30b2\u30fc\u30e0\u3001IoT\u3001\u30a2\u30c9\u30c6\u30af\u3001\u91d1\u878d\u30b5\u30fc\u30d3\u30b9\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002 \u30e6\u30fc\u30b6\u30fc\u306f DynamoDB \u3092\u4f7f\u7528\u3057\u3066\u3001\u30e6\u30fc\u30b6\u30fc\u30d7\u30ed\u30d5\u30a1\u30a4\u30eb\u3001\u30bb\u30c3\u30b7\u30e7\u30f3\u72b6\u614b\u3001\u4f4d\u7f6e\u60c5\u5831\u30c7\u30fc\u30bf\u3001E \u30e1\u30fc\u30eb\u3001\u30e1\u30c3\u30bb\u30fc\u30b8\u306a\u3069\u306e\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/edu.ujhb.org\/?p=837\" 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=64&amp;q=75\" alt=\"\u8ecd\u4ead\"\/><\/figure>\n\n\n\n<p>AWS\u306eELB(\u30a8\u30e9\u30b9\u30c6\u30a3\u30c3\u30af\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b7\u30f3\u30b0) &#8211; \u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b7\u30f3\u30b0\u30b5\u30fc\u30d3\u30b9\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u6559\u3048\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>AWS \u306e Elastic Load Balancing (ELB) \u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u8907\u6570\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u307e\u305f\u306f\u30b3\u30f3\u30c6\u30ca\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306b\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u3092\u5206\u6563\u3057\u3066\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u53ef\u7528\u6027\u3001\u8010\u969c\u5bb3\u6027\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u306e\u306b\u5f79\u7acb\u3064\u3001\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u578b\u306e\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b7\u30f3\u30b0\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<\/p>\n\n\n\n<p>ELB \u306b\u306f\u6b21\u306e\u7279\u5fb4\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9ad8\u53ef\u7528\u6027: ELB \u306f\u3001\u30ea\u30fc\u30b8\u30e7\u30f3\u9593\u306e\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u8ee2\u9001\u3068\u30d5\u30a7\u30a4\u30eb\u30aa\u30fc\u30d0\u30fc\u306e\u305f\u3081\u306b\u3001\u8907\u6570\u306e AWS \u30ea\u30fc\u30b8\u30e7\u30f3\u306b\u8907\u6570\u306e\u30ec\u30d7\u30ea\u30ab\u3092\u63d0\u4f9b\u3057\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u53ef\u7528\u6027\u3068\u4fe1\u983c\u6027\u3092\u78ba\u4fdd\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3:ELB\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u3066\u3001\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u8ca0\u8377\u306e\u5909\u5316\u306b\u5fdc\u3058\u3066\u81ea\u52d5\u7684\u306b\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u304a\u3088\u3073\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u67d4\u8edf\u306a\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u5206\u6563:ELB\u306f\u3001\u30e9\u30a6\u30f3\u30c9\u30ed\u30d3\u30f3\u3001\u52a0\u91cd\u30e9\u30a6\u30f3\u30c9\u30ed\u30d3\u30f3\u3001\u6700\u5c0f\u63a5\u7d9a\u6570\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u5206\u6563\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30cb\u30fc\u30ba\u306b\u5fdc\u3058\u3066\u3055\u307e\u3056\u307e\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u9078\u629e\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30b5\u30dd\u30fc\u30c8\u30d7\u30ed\u30c8\u30b3\u30eb\u3068\u30dd\u30fc\u30c8: ELB \u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u3055\u307e\u3056\u307e\u306a\u30cb\u30fc\u30ba\u3092\u6e80\u305f\u3059\u305f\u3081\u306b\u3001HTTP\u3001HTTPS\u3001TCP\u3001SSL \u306a\u3069\u306e\u8907\u6570\u306e\u30d7\u30ed\u30c8\u30b3\u30eb\u3068\u30dd\u30fc\u30c8\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3068\u30ed\u30b0\u8a18\u9332: ELB \u306f CloudWatch \u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3068\u30ed\u30b0\u8a18\u9332\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u6b63\u5e38\u6027\u3092\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3:ELB\u306fSSL\u304a\u3088\u3073TLS\u30d7\u30ed\u30c8\u30b3\u30eb\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u6a5f\u5bc6\u6027\u3092\u4fdd\u8a3c\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u8c4a\u5bcc\u306a API: ELB \u306f\u3001AWS SDK\u3001REST API\u3001\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a API \u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u4f7f\u3044\u6163\u308c\u305f\u65b9\u6cd5\u3067\u8ca0\u8377\u5206\u6563\u30b5\u30fc\u30d3\u30b9\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u7ba1\u7406\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p>ELB\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u306f\u3001Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u30e2\u30d0\u30a4\u30eb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u30b2\u30fc\u30e0\u3001IoT\u3001\u30a2\u30c9\u30c6\u30af\u3001\u91d1\u878d\u30b5\u30fc\u30d3\u30b9\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002 \u30e6\u30fc\u30b6\u30fc\u306f ELB \u3092\u4f7f\u7528\u3057\u3066\u3001\u8907\u6570\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u307e\u305f\u306f\u30b3\u30f3\u30c6\u30ca\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306b\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u3092\u5206\u6563\u3057\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u53ef\u7528\u6027\u3001\u56de\u5fa9\u6027\u3001\u304a\u3088\u3073\u30d1\u30d5\u30a9\u30fc\u30de\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=\"http:\/\/edu.ujhb.org\/?p=837\" 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=64&amp;q=75\" alt=\"\u8ecd\u4ead\"\/><\/figure>\n\n\n\n<p>AWS\u306eEMR(Elastic MapReduce)\u306f\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u30af\u30e9\u30a6\u30c9\u3067\u7a3c\u50cd\u3055\u305b\u308b\u30b5\u30fc\u30d3\u30b9\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>AWS\u306eElastic MapReduce(EMR)\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304cApache Hadoop\u3001Spark\u3001Hive\u3001Presto\u3001Flink\u3001Zeppelin\u306a\u3069\u306e\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u30af\u30e9\u30a6\u30c9\u3067\u8fc5\u901f\u304b\u3064\u7c21\u5358\u306b\u5b9f\u884c\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002 EMR \u306f\u3001\u3053\u308c\u3089\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u5c55\u958b\u3001\u69cb\u6210\u3001\u304a\u3088\u3073\u7ba1\u7406\u3092\u81ea\u52d5\u5316\u3059\u308b\u305f\u3081\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u51e6\u7406\u306b\u96c6\u4e2d\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>EMR \u306b\u306f\u6b21\u306e\u7279\u5fb4\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9ad8\u53ef\u7528\u6027\u3068\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3: EMR \u306f\u8907\u6570\u306e AWS \u30ea\u30fc\u30b8\u30e7\u30f3\u3068\u30a2\u30d9\u30a4\u30e9\u30d3\u30ea\u30c6\u30a3\u30fc\u30be\u30fc\u30f3\u3067\u5b9f\u884c\u3067\u304d\u3001\u3055\u307e\u3056\u307e\u306a\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u9700\u8981\u306b\u5408\u308f\u305b\u3066\u81ea\u52d5\u30b9\u30b1\u30fc\u30eb\u30a2\u30c3\u30d7\u304a\u3088\u3073\u30b9\u30b1\u30fc\u30eb\u30c0\u30a6\u30f3\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u5206\u96e2: EMR \u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u30c7\u30fc\u30bf\u3068\u74b0\u5883\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u78ba\u4fdd\u3059\u308b\u305f\u3081\u306b\u3001VPC\u3001IAM\u3001KMS\u3001S3 \u6697\u53f7\u5316\u306a\u3069\u3001\u8907\u6570\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u5206\u96e2\u30e1\u30ab\u30cb\u30ba\u30e0\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u4f7f\u3044\u3084\u3059\u3044: EMR \u306f\u3001AWS \u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30b3\u30f3\u30bd\u30fc\u30eb\u3001CLI\u3001\u307e\u305f\u306f SDK \u3092\u4f7f\u7528\u3057\u3066\u8a2d\u5b9a\u304a\u3088\u3073\u7ba1\u7406\u3067\u304d\u3001S3\u3001HDFS\u3001HBase\u3001DynamoDB\u3001RDS \u306a\u3069\u3001\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u5f62\u5f0f\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u81ea\u52d5\u5316: EMR \u306f\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u30c7\u30d7\u30ed\u30a4\u3001\u8a2d\u5b9a\u3001\u7ba1\u7406\u3092\u81ea\u52d5\u5316\u3057\u3001Amazon CloudWatch\u3001AWS Lambda\u3001Amazon SNS \u306a\u3069\u3092\u542b\u3080\u8907\u6570\u306e\u81ea\u52d5\u5316\u3055\u308c\u305f\u30c4\u30fc\u30eb\u3068\u30b5\u30fc\u30d3\u30b9\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u8cbb\u7528\u5bfe\u52b9\u679c:EMR\u306f\u3001\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u3001\u4e88\u7d04\u3001\u30aa\u30fc\u30af\u30b7\u30e7\u30f3\u306a\u3069\u306e\u8907\u6570\u306e\u8acb\u6c42\u30e2\u30fc\u30c9\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u30cb\u30fc\u30ba\u306b\u5fdc\u3058\u3066\u6700\u9069\u306a\u8acb\u6c42\u65b9\u6cd5\u3092\u9078\u629e\u3057\u3066\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p>EMR\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30b7\u30ca\u30ea\u30aa\u306b\u306f\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3001\u6a5f\u68b0\u5b66\u7fd2\u3001\u30ed\u30b0\u5206\u6790\u3001\u753b\u50cf\u51e6\u7406\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002 \u30e6\u30fc\u30b6\u30fc\u306f EMR \u3092\u4f7f\u7528\u3057\u3066\u3001\u30af\u30e9\u30a6\u30c9\u3067\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u5b9f\u884c\u3057\u3001\u30c7\u30fc\u30bf\u3092\u5206\u6790\u304a\u3088\u3073\u51e6\u7406\u3057\u3001\u8cb4\u91cd\u306a\u60c5\u5831\u3092\u62bd\u51fa\u3057\u3001\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u610f\u601d\u6c7a\u5b9a\u3068\u30a4\u30ce\u30d9\u30fc\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=\"http:\/\/edu.ujhb.org\/?p=837\" 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=64&amp;q=75\" alt=\"\u8ecd\u4ead\"\/><\/figure>\n\n\n\n<p>AWS SageMaker \u2013 \u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u578b\u306e\u6a5f\u68b0\u5b66\u7fd2\u30b5\u30fc\u30d3\u30b9\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>AWS SageMaker \u306f\u3001\u958b\u767a\u8005\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3001\u4f01\u696d\u304c\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u7c21\u5358\u306b\u69cb\u7bc9\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u30c7\u30d7\u30ed\u30a4\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u305f\u3001\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u578b\u306e\u6a5f\u68b0\u5b66\u7fd2\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002 \u30e6\u30fc\u30b6\u30fc\u304c\u72ec\u81ea\u306e\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u3059\u3070\u3084\u304f\u69cb\u7bc9\u3001\u30c6\u30b9\u30c8\u3001\u30c7\u30d7\u30ed\u30a4\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30c4\u30fc\u30eb\u3068\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u5b8c\u5168\u306a\u30bb\u30c3\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>AWS SageMaker \u306b\u306f\u4ee5\u4e0b\u306e\u7279\u5fb4\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3: SageMaker \u306f\u8907\u6570\u306e AWS \u30ea\u30fc\u30b8\u30e7\u30f3\u3068\u30a2\u30d9\u30a4\u30e9\u30d3\u30ea\u30c6\u30a3\u30fc\u30be\u30fc\u30f3\u3067\u5b9f\u884c\u3067\u304d\u3001\u3055\u307e\u3056\u307e\u306a\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3059\u308b\u305f\u3081\u306b\u8907\u6570\u306e\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u30bf\u30a4\u30d7\u3068\u30b5\u30a4\u30ba\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u8c4a\u5bcc\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af: SageMaker \u306f\u3001TensorFlow\u3001PyTorch\u3001Apache MXNet\u3001Scikit-learn \u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u63d0\u4f9b\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30cb\u30fc\u30ba\u306b\u5fdc\u3058\u3066\u6700\u9069\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u9078\u629e\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u81ea\u52d5\u5316\u3068\u7c21\u7d20\u5316: SageMaker \u306f\u3001\u81ea\u52d5\u5316\u3055\u308c\u305f\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3001\u30c7\u30d7\u30ed\u30a4\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u6a5f\u68b0\u5b66\u7fd2\u958b\u767a\u306e\u53c2\u5165\u969c\u58c1\u3092\u7c21\u7d20\u5316\u304a\u3088\u3073\u4f4e\u6e1b\u3059\u308b\u30c4\u30fc\u30eb\u3068\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u306e\u5b8c\u5168\u306a\u30bb\u30c3\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u5206\u96e2: SageMaker \u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u30c7\u30fc\u30bf\u3068\u74b0\u5883\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u78ba\u4fdd\u3059\u308b\u305f\u3081\u306b\u3001VPC\u3001IAM\u3001KMS\u3001S3 \u6697\u53f7\u5316\u306a\u3069\u3092\u542b\u3080\u8907\u6570\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u5206\u96e2\u30e1\u30ab\u30cb\u30ba\u30e0\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u7d71\u5408\u3068\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0: SageMaker \u306f\u3001Amazon S3\u3001Amazon Redshift\u3001Amazon QuickSight \u306a\u3069\u306e\u4ed6\u306e AWS \u30b5\u30fc\u30d3\u30b9\u3084\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u30c4\u30fc\u30eb\u3068\u7d71\u5408\u3057\u3066\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u7bc4\u56f2\u3068\u6a5f\u80fd\u3092\u62e1\u5f35\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p>AWS SageMaker \u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u306f\u3001\u30ec\u30b3\u30e1\u30f3\u30c0\u30fc\u30b7\u30b9\u30c6\u30e0\u3001\u5e83\u544a\u914d\u4fe1\u3001\u753b\u50cf\u8a8d\u8b58\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3001\u4e88\u6e2c\u3001\u5206\u985e\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002 \u30e6\u30fc\u30b6\u30fc\u306f SageMaker \u3092\u4f7f\u7528\u3057\u3066\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u3068\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u672c\u756a\u74b0\u5883\u3078\u306e\u30e2\u30c7\u30eb\u306e\u30c7\u30d7\u30ed\u30a4\u3068\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3001\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u30d3\u30b8\u30cd\u30b9\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u30b5\u30fc\u30d3\u30b9\u306e\u5b9f\u88c5\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/edu.ujhb.org\/?p=837\" 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=64&amp;q=75\" alt=\"\u8ecd\u4ead\"\/><\/figure>\n\n\n\n<p>AWS Kinesis Data Stream \u2013 \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u304a\u3088\u3073\u5206\u6790\u3059\u308b\u30b5\u30fc\u30d3\u30b9\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>AWS Kinesis \u30c7\u30fc\u30bf\u30b9\u30c8\u30ea\u30fc\u30e0 \u306f\u3001\u30d3\u30c7\u30aa\u3001\u30aa\u30fc\u30c7\u30a3\u30aa\u3001\u30c6\u30ad\u30b9\u30c8\u3001\u30ed\u30b0\u306a\u3069\u306e\u591a\u304f\u306e\u30bf\u30a4\u30d7\u306e\u30c7\u30fc\u30bf\u3092\u542b\u3080\u3001\u5927\u91cf\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u30b9\u30c8\u30ea\u30fc\u30e0\u3092\u51e6\u7406\u304a\u3088\u3073\u5206\u6790\u3059\u308b\u305f\u3081\u306e\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002 \u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3067\u304d\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5206\u6790\u3068\u8996\u899a\u5316\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>Kinesis \u30c7\u30fc\u30bf\u30b9\u30c8\u30ea\u30fc\u30e0 \u306f\u30b9\u30c8\u30ea\u30fc\u30e0\u306e\u6982\u5ff5\u306b\u57fa\u3065\u3044\u3066\u3044\u307e\u3059\u3002 \u30c7\u30fc\u30bf \u30b9\u30c8\u30ea\u30fc\u30e0\u306f\u3001\u30b7\u30ea\u30a2\u30eb\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf \u30ec\u30b3\u30fc\u30c9\u306e\u7121\u9650\u306e\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u3067\u3059\u3002 \u30c7\u30fc\u30bf\u30ec\u30b3\u30fc\u30c9\u306f\u30bf\u30a4\u30e0\u30b9\u30bf\u30f3\u30d7\u3067\u4e00\u610f\u306b\u8b58\u5225\u3055\u308c\u3001\u30bf\u30a4\u30e0\u30b9\u30bf\u30f3\u30d7\u306e\u9806\u306b\u30bd\u30fc\u30c8\u3055\u308c\u307e\u3059\u3002 \u8907\u6570\u306e\u30c7\u30fc\u30bf\u30ec\u30b3\u30fc\u30c9\u3092\u30c7\u30fc\u30bf\u30b9\u30c8\u30ea\u30fc\u30e0\u306b\u30b0\u30eb\u30fc\u30d7\u5316\u3057\u3066\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>Kinesis \u30c7\u30fc\u30bf\u30b9\u30c8\u30ea\u30fc\u30e0 \u306f\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308b\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u3001\u30ab\u30b9\u30bf\u30e0\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u30b9\u30c8\u30ea\u30fc\u30e0\u3092\u51e6\u7406\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002 \u3053\u308c\u3089\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u3001AWS Lambda \u3001Kinesis \u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u30e9\u30a4\u30d6\u30e9\u30ea\u3001\u307e\u305f\u306f EC2 \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u4f7f\u7528\u3057\u3066\u5b9f\u884c\u3055\u308c\u308b\u30ab\u30b9\u30bf\u30e0\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3067\u304d\u307e\u3059\u3002 Kinesis Data Streams \u306f Kinesis Data Firehose \u30b5\u30fc\u30d3\u30b9\u3082\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001S3\u3001Redshift\u3001Elasticsearch \u306a\u3069\u306e\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u308b AWS \u30b5\u30fc\u30d3\u30b9\u306b\u30c7\u30fc\u30bf\u3092\u30d0\u30c3\u30c1\u3067\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>Kinesis \u30c7\u30fc\u30bf\u30b9\u30c8\u30ea\u30fc\u30e0 \u3067\u306f\u3001\u6b21\u306e\u64cd\u4f5c\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u8ee2\u9001: Kinesis \u30c7\u30fc\u30bf\u30b9\u30c8\u30ea\u30fc\u30e0 \u306f\u9ad8\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3057\u3001\u4f55\u5343\u3082\u306e\u30c7\u30fc\u30bf\u30b9\u30c8\u30ea\u30fc\u30e0\u3092\u7c21\u5358\u306b\u51e6\u7406\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u51e6\u7406: Kinesis \u30c7\u30fc\u30bf\u30b9\u30c8\u30ea\u30fc\u30e0 \u306b\u306f\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3057\u3001\u30ab\u30b9\u30bf\u30e0\u30b3\u30fc\u30c9\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3092\u5206\u6790\u304a\u3088\u3073\u51e6\u7406\u3059\u308b\u305f\u3081\u306e API \u3068 SDK \u304c\u3044\u304f\u3064\u304b\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u30b9\u30c8\u30ec\u30fc\u30b8: Kinesis \u30c7\u30fc\u30bf\u30b9\u30c8\u30ea\u30fc\u30e0 \u306f\u3001\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3001\u5206\u6790\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u306b\u4f7f\u7528\u3067\u304d\u308b\u6c38\u7d9a\u7684\u306a\u30c7\u30fc\u30bf\u30b9\u30c8\u30ec\u30fc\u30b8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u5206\u6790\u3068\u8996\u899a\u5316: Kinesis \u30c7\u30fc\u30bf\u30b9\u30c8\u30ea\u30fc\u30e0 \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001S3\u3001Redshift\u3001Elasticsearch \u306a\u3069\u306e\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u308b AWS \u306e\u30b5\u30fc\u30d3\u30b9\u306b\u30c7\u30fc\u30bf\u3092\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u3057\u3066\u3001\u5206\u6790\u3068\u8996\u899a\u5316\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/edu.ujhb.org\/?p=837\" 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=64&amp;q=75\" alt=\"\u8ecd\u4ead\"\/><\/figure>\n\n\n\n<p>AWS CloudWatch \u2013 AWS\u306e\u30ea\u30bd\u30fc\u30b9\u3068\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u76e3\u8996\u3059\u308b\u30b5\u30fc\u30d3\u30b9\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>AWS CloudWatch \u306f\u3001AWS \u30ea\u30bd\u30fc\u30b9\u3068\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306b\u4f7f\u7528\u3067\u304d\u308b\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002 \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u76e3\u8996\u304a\u3088\u3073\u30ed\u30b0\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u3001\u30e1\u30c8\u30ea\u30c3\u30af\u306e\u53ce\u96c6\u3068\u8ffd\u8de1\u3001\u30ed\u30b0 \u30d5\u30a1\u30a4\u30eb\u306e\u53ce\u96c6\u3068\u76e3\u8996\u3001\u30a2\u30e9\u30fc\u30c8\u306e\u8a2d\u5b9a\u3092\u652f\u63f4\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>CloudWatch \u304c\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3067\u304d\u308b AWS \u30b5\u30fc\u30d3\u30b9\u306b\u306f\u3001EC2\u3001ECS\u3001RDS\u3001ELB\u3001Lambda \u306a\u3069\u304c\u3042\u308a\u3001\u30ab\u30b9\u30bf\u30e0\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30b5\u30fc\u30d3\u30b9\u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002 CloudWatch \u30e1\u30c8\u30ea\u30af\u30b9\u3092\u4f7f\u7528\u3057\u3066\u30b7\u30b9\u30c6\u30e0\u30ea\u30bd\u30fc\u30b9\u306e\u4f7f\u7528\u72b6\u6cc1\u3084\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306a\u3069\u3092\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3057\u305f\u308a\u3001CloudWatch \u30ed\u30b0\u3092\u4f7f\u7528\u3057\u3066\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30ed\u30b0\u3084\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30a4\u30d9\u30f3\u30c8\u306a\u3069\u3092\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3057\u305f\u308a\u3067\u304d\u307e\u3059\u3002 CloudWatch \u306f\u3001\u30ab\u30b9\u30bf\u30e0\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3059\u308b\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30e1\u30c8\u30ea\u30af\u30b9\u3068\u30ed\u30b0\u30c7\u30fc\u30bf\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u6a5f\u80fd\u306b\u52a0\u3048\u3066\u3001CloudWatch \u306f\u30a2\u30e9\u30fc\u30c8\u6a5f\u80fd\u3068\u81ea\u52d5\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u6a5f\u80fd\u3082\u63d0\u4f9b\u3057\u307e\u3059\u3002 CloudWatch \u3092\u4f7f\u7528\u3057\u3066\u30a2\u30e9\u30fc\u30e0\u3092\u4f5c\u6210\u3057\u3001\u7279\u5b9a\u306e\u6761\u4ef6\u304c\u6e80\u305f\u3055\u308c\u305f\u3068\u304d\u306b\u901a\u77e5\u3092\u53d7\u3051\u53d6\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u305f\u3068\u3048\u3070\u3001CPU \u4f7f\u7528\u7387\u304c\u7279\u5b9a\u306e\u3057\u304d\u3044\u5024\u306b\u9054\u3057\u305f\u3068\u304d\u306b\u901a\u77e5\u3059\u308b\u30a2\u30e9\u30fc\u30e0\u3092\u8a2d\u5b9a\u3067\u304d\u307e\u3059\u3002 CloudWatch \u3092\u4f7f\u7528\u3057\u3066\u3001\u8ca0\u8377\u306b\u57fa\u3065\u3044\u3066\u52d5\u7684\u306b\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3059\u308b\u3088\u3046\u306b EC2 \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u81ea\u52d5\u7684\u306b\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3055\u3089\u306b\u3001CloudWatch \u306b\u306f\u3001\u4e3b\u8981\u306a\u30e1\u30c8\u30ea\u30af\u30b9\u3068\u30e1\u30c8\u30ea\u30af\u30b9\u306e\u50be\u5411\u3092\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3059\u308b\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4f5c\u6210\u3067\u304d\u308b\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u6a5f\u80fd\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002 \u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u30ea\u30bd\u30fc\u30b9\u3092\u4e00\u5143\u7684\u306b\u76e3\u8996\u3067\u304d\u308b\u305f\u3081\u3001\u554f\u984c\u3092\u3059\u3070\u3084\u304f\u7279\u5b9a\u3057\u3066\u89e3\u6c7a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u8981\u7d04\u3059\u308b\u3068\u3001AWS CloudWatch \u306f\u3001\u554f\u984c\u3092\u8fc5\u901f\u306b\u8a3a\u65ad\u3057\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6700\u9069\u5316\u3059\u308b\u305f\u3081\u306b\u3001AWS \u30ea\u30bd\u30fc\u30b9\u3068\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u304a\u3088\u3073\u7ba1\u7406\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u975e\u5e38\u306b\u5f37\u529b\u306a\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/edu.ujhb.org\/?p=837\" 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=64&amp;q=75\" alt=\"\u8ecd\u4ead\"\/><\/figure>\n\n\n\n<p>\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u306e\u30af\u30e9\u30a6\u30c9\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u30b5\u30fc\u30d3\u30b9\u3067\u3042\u308bAWS Snowflake\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>AWS\u306eSnowflake\u306f\u3001\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3068\u534a\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u5927\u898f\u6a21\u306b\u51e6\u7406\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u306e\u30af\u30e9\u30a6\u30c9\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002 Snowflake\u306f\u3001\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u7c21\u7d20\u5316\u3057\u3001\u30c7\u30fc\u30bf\u306e\u53ef\u7528\u6027\u3068\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3092\u5411\u4e0a\u3055\u305b\u3001\u904b\u7528\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3059\u308b\u3053\u3068\u3067\u3001\u4f01\u696d\u306b\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u304a\u3088\u3073\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>Snowflake\u306f\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u30b9\u30c8\u30ec\u30fc\u30b8\u3092\u5206\u96e2\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u4f7f\u7528\u3057\u306a\u304c\u3089\u3001\u4eee\u60f3\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3084\u4eee\u60f3\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306a\u3069\u306e\u62bd\u8c61\u5316\u30ec\u30a4\u30e4\u30fc\u3092\u30e6\u30fc\u30b6\u30fc\u306b\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u3053\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf \u30af\u30a8\u30ea\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u304c\u5411\u4e0a\u3057\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u30b3\u30b9\u30c8\u3068\u8907\u96d1\u3055\u304c\u8efd\u6e1b\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30b9\u30ce\u30fc\u30d5\u30ec\u30fc\u30af\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>\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9:Snowflake\u306f\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u306e\u30af\u30e9\u30a6\u30c9\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u30b5\u30fc\u30d3\u30b9\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u30ea\u30ab\u30d0\u30ea\u3001\u305d\u306e\u4ed6\u306e\u904b\u7528\u306e\u8a73\u7d30\u3092\u6c17\u306b\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/li>\n\n\n\n<li>\u4f7f\u3044\u3084\u3059\u3055:Snowflake\u306f\u3001\u65b0\u3057\u3044\u30af\u30a8\u30ea\u8a00\u8a9e\u3084\u64cd\u4f5c\u65b9\u6cd5\u3092\u5b66\u3076\u5fc5\u8981\u306e\u306a\u3044\u4f7f\u3044\u3084\u3059\u3044SQL\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u7ba1\u7406\u30b3\u30f3\u30bd\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb:Snowflake\u306f\u3001\u8907\u6570\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30ce\u30fc\u30c9\u3067\u306e\u30af\u30a8\u30ea\u306e\u5b9f\u884c\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u30af\u30a8\u30ea\u306e\u540c\u6642\u5b9f\u884c\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u51e6\u7406\u901f\u5ea6\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002 \u3055\u3089\u306b\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30ea\u30bd\u30fc\u30b9\u3068\u30b9\u30c8\u30ec\u30fc\u30b8 \u30ea\u30bd\u30fc\u30b9\u3092\u67d4\u8edf\u306b\u8abf\u6574\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3:Snowflake\u306f\u3001\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3001\u6697\u53f7\u5316\u3001\u8a8d\u8a3c\u3001\u76e3\u67fb\u306a\u3069\u3001\u8907\u6570\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5236\u5fa1\u30e1\u30ab\u30cb\u30ba\u30e0\u3092\u63d0\u4f9b\u3057\u3001\u30c7\u30fc\u30bf\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u3092\u78ba\u4fdd\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u7d71\u5408:Snowflake\u306f\u3001AWS\u30b5\u30fc\u30d3\u30b9\u3001\u305d\u306e\u4ed6\u306e\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3001\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u30c4\u30fc\u30eb\u3001ETL\u30c4\u30fc\u30eb\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3084\u30c4\u30fc\u30eb\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u7d50\u8ad6\u3068\u3057\u3066\u3001Snowflake\u306f\u52b9\u7387\u7684\u3067\u67d4\u8edf\u304b\u3064\u5b89\u5168\u306a\u30af\u30e9\u30a6\u30c9\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u30b5\u30fc\u30d3\u30b9\u3067\u3042\u308a\u3001\u4f01\u696d\u306b\u9ad8\u54c1\u8cea\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u304a\u3088\u3073\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/edu.ujhb.org\/?p=837\" 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=64&amp;q=75\" alt=\"\u8ecd\u4ead\"\/><\/figure>\n\n\n\n<p>AWS Snowflake_Github \u2013 Github\u3092\u4ecb\u3057\u305fSnowflake\u7d71\u5408\u3092\u53ef\u80fd\u306b\u3059\u308b\u30b5\u30fc\u30d3\u30b9\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>AWS\u306eSnowflake_Github\u306f\u3001Github\u3092\u4ecb\u3057\u305fSnowflake\u7d71\u5408\u306e\u305f\u3081\u306e\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002 Snowflake\u306f\u3001\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3068\u534a\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u30af\u30e9\u30a6\u30c9\u4e0a\u306b\u4fdd\u5b58\u3001\u51e6\u7406\u3001\u5206\u6790\u3059\u308b\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u306e\u30af\u30e9\u30a6\u30c9\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002 \u4e00\u65b9\u3001Github\u306f\u3001\u958b\u767a\u8005\u304c\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\u3092\u5171\u540c\u3067\u7dad\u6301\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u4eba\u6c17\u306e\u3042\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30db\u30b9\u30c6\u30a3\u30f3\u30b0\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002<\/p>\n\n\n\n<p>Snowflake\u3068Github\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u958b\u767a\u8005\u306f\u3088\u308a\u7c21\u5358\u306b\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u3057\u3001\u30c7\u30fc\u30bf\u3068\u30b3\u30fc\u30c9\u3092\u5171\u6709\u3067\u304d\u307e\u3059\u3002 \u3053\u306e\u7d71\u5408\u306b\u3088\u308a\u3001Github\u3067SnowSQL CLI(\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9)\u3092\u4f7f\u7528\u3057\u3066\u3001Github\u30ea\u30dd\u30b8\u30c8\u30ea\u3068Snowflake\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u9593\u3067\u30c7\u30fc\u30bf\u8ee2\u9001\u3068\u540c\u671f\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u304c\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u30b3\u30fc\u30c9\u3092\u3088\u308a\u8fc5\u901f\u306b\u958b\u767a\u304a\u3088\u3073\u30c6\u30b9\u30c8\u3057\u3001\u6700\u65b0\u306e\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u4f5c\u696d\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3055\u3089\u306b\u3001Snowflake_Github\u306f\u3001Github\u30ea\u30dd\u30b8\u30c8\u30ea\u3092Snowflake\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u63a5\u7d9a\u3059\u308b\u65b9\u6cd5\u3001Snowflake\u306b\u30c7\u30fc\u30bf\u3092\u30ed\u30fc\u30c9\u3059\u308b\u65b9\u6cd5\u3001Github\u30ea\u30dd\u30b8\u30c8\u30ea\u3068Snowflake\u30ea\u30dd\u30b8\u30c8\u30ea\u9593\u3067\u30c7\u30fc\u30bf\u3092\u540c\u671f\u3059\u308b\u65b9\u6cd5\u306a\u3069\u3001Snowflake\u7d71\u5408\u3092\u4f5c\u6210\u304a\u3088\u3073\u7ba1\u7406\u3059\u308b\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3068\u30ac\u30a4\u30c0\u30f3\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5168\u4f53\u3068\u3057\u3066\u3001Snowflake_Github\u306f\u3001\u30b3\u30fc\u30c9\u3068\u30c7\u30fc\u30bf\u3092\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u306e\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306b\u7d71\u5408\u3059\u308b\u305f\u3081\u306e\u30b7\u30f3\u30d7\u30eb\u3067\u9ad8\u901f\u304b\u3064\u5b89\u5168\u306a\u65b9\u6cd5\u3092\u958b\u767a\u8005\u306b\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/edu.ujhb.org\/?p=837\" 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=64&amp;q=75\" alt=\"\u8ecd\u4ead\"\/><\/figure>\n\n\n\n<p>\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044 AWS \u30bb\u30c3\u30b7\u30e7\u30f3\u30de\u30cd\u30fc\u30b8\u30e3\u30fc \u2013 AWS\u30ea\u30bd\u30fc\u30b9\u3078\u306e\u5b89\u5168\u306a\u30a2\u30af\u30bb\u30b9\u306e\u305f\u3081\u306e\u30d6\u30e9\u30a6\u30b6\u30d9\u30fc\u30b9\u306eSSH\u30b5\u30fc\u30d3\u30b9<\/p>\n\n\n\n<p>AWS Session Manager \u306f\u3001\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u30a4\u30f3\u30d0\u30a6\u30f3\u30c9\u30dd\u30fc\u30c8\u3092\u958b\u3044\u305f\u308a\u3001SSH \u30ad\u30fc\u30da\u30a2\u3092\u4f7f\u7528\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u30d6\u30e9\u30a6\u30b6\u30d9\u30fc\u30b9\u306e SSH\u3001SCP\u3001\u307e\u305f\u306f SFTP \u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3092\u4f7f\u7528\u3057\u3066 Amazon EC2 \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3084\u305d\u306e\u4ed6\u306e AWS \u30ea\u30bd\u30fc\u30b9\u3092\u7ba1\u7406\u3067\u304d\u308b\u5b89\u5168\u306a\u30ea\u30e2\u30fc\u30c8\u30a2\u30af\u30bb\u30b9\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002 AWS \u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30b3\u30f3\u30bd\u30fc\u30eb\u3001AWS CLI\u3001\u307e\u305f\u306f SDK \u3092\u4f7f\u7528\u3057\u3066\u3001SSH \u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3092\u958b\u3044\u305f\u308a\u3001\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3067\u76f4\u63a5\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u30bb\u30c3\u30b7\u30e7\u30f3\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u3092\u4f7f\u7528\u3057\u3066\u30ea\u30e2\u30fc\u30c8\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306b\u63a5\u7d9a\u3057\u305f\u308a\u3001\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u305f\u308a\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u5b9f\u884c\u3057\u305f\u308a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30bb\u30c3\u30b7\u30e7\u30f3\u30fb\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u306f\u3001\u5f93\u6765\u306e SSH \u30ea\u30e2\u30fc\u30c8\u63a5\u7d9a\u65b9\u5f0f\u3092\u7f6e\u304d\u63db\u3048\u3066\u3001\u3088\u308a\u512a\u308c\u305f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fc\u3068\u3088\u308a\u8a73\u7d30\u306a\u5236\u5fa1\u3092\u63d0\u4f9b\u3067\u304d\u307e\u3059\u3002 Session Manager \u306f\u3001SSH \u30ad\u30fc\u30da\u30a2\u306e\u4ee3\u308f\u308a\u306b AWS ID \u304a\u3088\u3073\u30a2\u30af\u30bb\u30b9\u7ba1\u7406 (IAM) \u30ed\u30fc\u30eb\u3068\u30dd\u30ea\u30b7\u30fc\u3092\u8a8d\u8a3c\u3068\u627f\u8a8d\u306b\u4f7f\u7528\u3059\u308b\u305f\u3081\u3001AWS \u30ea\u30bd\u30fc\u30b9\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u3088\u308a\u304d\u3081\u7d30\u304b\u304f\u5236\u5fa1\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>Session Manager \u306f\u76e3\u67fb\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001AWS CloudTrail \u3092\u4ecb\u3057\u3066\u3059\u3079\u3066\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3\u3092 S3 \u30d0\u30b1\u30c3\u30c8\u306b\u8a18\u9332\u3057\u3066\u4fdd\u5b58\u3059\u308b\u3053\u3068\u3067\u3001\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u3068\u898f\u5236\u306e\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=\"http:\/\/edu.ujhb.org\/?p=837\" 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=64&amp;q=75\" alt=\"\u8ecd\u4ead\"\/><\/figure>\n\n\n\n<p>AWS\u306eVPC(\u4eee\u60f3\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30af\u30e9\u30a6\u30c9)\u2013\u4eee\u60f3\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>AWS \u7528 VPC \u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c Amazon EC2 \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3001RDS \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u30a8\u30e9\u30b9\u30c6\u30a3\u30c3\u30af\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u30fc\u306a\u3069\u306e AWS \u30ea\u30bd\u30fc\u30b9\u3092 AWS \u30af\u30e9\u30a6\u30c9\u3067\u8d77\u52d5\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u4eee\u60f3\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3067\u3042\u308a\u3001\u3088\u308a\u9ad8\u3044\u30ec\u30d9\u30eb\u306e\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5236\u5fa1\u3068\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 VPC \u306f\u3001IP \u30a2\u30c9\u30ec\u30b9\u306e\u8a2d\u5b9a\u3001\u30b5\u30d6\u30cd\u30c3\u30c8\u3068\u30eb\u30fc\u30c8\u30c6\u30fc\u30d6\u30eb\u306e\u4f5c\u6210\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30b0\u30eb\u30fc\u30d7\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af ACL \u306e\u8a2d\u5b9a\u306a\u3069\u3001AWS \u30af\u30e9\u30a6\u30c9\u3067\u306e\u30ab\u30b9\u30bf\u30e0\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30c8\u30dd\u30ed\u30b8\u306e\u4f5c\u6210\u3068\u7ba1\u7406\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n<p>VPC \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u4eee\u60f3\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3057\u3001CIDR \u30d6\u30ed\u30c3\u30af\u3092\u9078\u629e\u3057\u3001\u8907\u6570\u306e\u30b5\u30d6\u30cd\u30c3\u30c8\u3092\u4f5c\u6210\u3057\u3001\u30eb\u30fc\u30c8\u30c6\u30fc\u30d6\u30eb\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30b0\u30eb\u30fc\u30d7\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af ACL \u3092\u8a2d\u5b9a\u3067\u304d\u307e\u3059\u3002 VPC \u306f\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u63a5\u7d9a\u3068 VPN \u63a5\u7d9a\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u304c AWS \u30af\u30e9\u30a6\u30c9\u3068\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u306e\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u9593\u306e\u5b89\u5168\u306a\u63a5\u7d9a\u3092\u78ba\u7acb\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002 VPC \u306f\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30ea\u30f3\u30af\u63a5\u7d9a\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u30e6\u30fc\u30b6\u30fc\u306f AWS \u30ea\u30fc\u30b8\u30e7\u30f3\u9593\u3067\u4f4e\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u3001\u9ad8\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u306e\u63a5\u7d9a\u3092\u78ba\u7acb\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30e6\u30fc\u30b6\u30fc\u306f\u3001AWS \u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30b3\u30f3\u30bd\u30fc\u30eb \u306e VPC \u30a6\u30a3\u30b6\u30fc\u30c9\u3092\u4f7f\u7528\u3057\u3066 VPC \u3092\u4f5c\u6210\u3057\u3001\u5fc5\u8981\u306a\u3059\u3079\u3066\u306e\u30b9\u30c6\u30c3\u30d7\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002 \u30e6\u30fc\u30b6\u30fc\u306f\u3001AWS CLI \u307e\u305f\u306f AWS SDK \u3092\u4f7f\u7528\u3057\u3066\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3067 VPC \u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/edu.ujhb.org\/?p=837\" 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=64&amp;q=75\" alt=\"\u8ecd\u4ead\"\/><\/figure>\n\n\n\n<p>AWS\u306eMAF(\u30de\u30cd\u30fc\u30b8\u30c9Apache Flink) &#8211; \u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9Apache Flink\u30b5\u30fc\u30d3\u30b9\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>AWS \u306e MAF (Managed Apache Flink) \u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u958b\u767a\u3001\u30c7\u30d7\u30ed\u30a4\u3001\u5b9f\u884c\u306b\u4f7f\u7528\u3067\u304d\u308b\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u578b\u306e Apache Flink \u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002 Apache Flink \u306f\u3001\u30d0\u30c3\u30c1\u51e6\u7406\u3001\u30b9\u30c8\u30ea\u30fc\u30e0\u51e6\u7406\u3001\u304a\u3088\u3073\u53cd\u5fa9\u51e6\u7406\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u5206\u6563\u30c7\u30fc\u30bf \u30d5\u30ed\u30fc\u51e6\u7406\u30a8\u30f3\u30b8\u30f3\u3067\u3059\u3002 MAF\u306f\u3001Apache Flink\u30af\u30e9\u30b9\u30bf\u306e\u7ba1\u7406\u3001\u5c55\u958b\u3001\u304a\u3088\u3073\u76e3\u8996\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u304cApache Flink\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u7c21\u5358\u306b\u69cb\u7bc9\u304a\u3088\u3073\u5b9f\u884c\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>MAF\u306f\u3001\u6700\u65b0\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u542b\u3080\u3044\u304f\u3064\u304b\u306e\u7570\u306a\u308b\u30d0\u30fc\u30b8\u30e7\u30f3\u306eApache Flink\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u3066\u4f7f\u7528\u3059\u308b\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u9078\u629e\u3067\u304d\u307e\u3059\u3002 MAF\u306f\u3001Apache Flink\u30af\u30e9\u30b9\u30bf\u30fc\u3092\u4f5c\u6210\u3057\u3001\u308f\u305a\u304b\u6570\u30b9\u30c6\u30c3\u30d7\u3067\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u3067\u3001Apache Flink\u30af\u30e9\u30b9\u30bf\u30fc\u3092\u4f5c\u6210\u304a\u3088\u3073\u7ba1\u7406\u3059\u308b\u305f\u3081\u306e\u7c21\u5358\u306a\u65b9\u6cd5\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u30e6\u30fc\u30b6\u30fc\u306f\u3001MAF\u304c\u63d0\u4f9b\u3059\u308b\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001Apache Flink\u30af\u30e9\u30b9\u30bf\u30fc\u3092\u76e3\u8996\u304a\u3088\u3073\u7ba1\u7406\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>MAF \u306f\u3001\u81ea\u52d5\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u9ad8\u53ef\u7528\u6027\u306e\u5b9f\u73fe\u3001AWS ID \u304a\u3088\u3073\u30a2\u30af\u30bb\u30b9\u7ba1\u7406 (IAM) \u3068\u306e\u7d71\u5408\u306a\u3069\u306e\u8ffd\u52a0\u6a5f\u80fd\u3082\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u81ea\u52d5\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u6a5f\u80fd\u306f\u3001\u8ca0\u8377\u306b\u57fa\u3065\u3044\u3066\u30af\u30e9\u30b9\u30bf\u30fc\u3092\u81ea\u52d5\u7684\u306b\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3057\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u53ef\u7528\u6027\u3092\u78ba\u4fdd\u3057\u306a\u304c\u3089\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3057\u307e\u3059\u3002 \u9ad8\u53ef\u7528\u6027\u6a5f\u80fd\u306b\u3088\u308a\u3001\u30ce\u30fc\u30c9\u306b\u969c\u5bb3\u304c\u767a\u751f\u3057\u305f\u5834\u5408\u3067\u3082 Apache Flink \u30af\u30e9\u30b9\u30bf\u30fc\u306f\u6b63\u5e38\u306b\u6a5f\u80fd\u3057\u307e\u3059\u3002 IAM \u7d71\u5408\u306b\u3088\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f Apache Flink \u30af\u30e9\u30b9\u30bf\u30fc\u3068\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u30e6\u30fc\u30b6\u30fc\u3092\u5236\u5fa1\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u8981\u7d04\u3059\u308b\u3068\u3001AWS\u306eMAF(\u30de\u30cd\u30fc\u30b8\u30c9Apache Flink)\u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3001\u30c7\u30d7\u30ed\u30a4\u3001\u304a\u3088\u3073\u5b9f\u884c\u3059\u308b\u305f\u3081\u306e\u30b7\u30f3\u30d7\u30eb\u3067\u67d4\u8edf\u3067\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u65b9\u6cd5\u3092\u30e6\u30fc\u30b6\u30fc\u306b\u63d0\u4f9b\u3059\u308b\u3001\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u306eApache Flink\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/edu.ujhb.org\/?p=837\" 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=64&amp;q=75\" alt=\"\u8ecd\u4ead\"\/><\/figure>\n\n\n\n<p>AWS\u306e\u6b65\u307f\u53f0\u30b5\u30fc\u30d0 \u2013 AWS\u306e\u30ea\u30bd\u30fc\u30b9\u306b\u30ea\u30e2\u30fc\u30c8\u30a2\u30af\u30bb\u30b9\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u308b\u30b5\u30fc\u30d0\u30fc<\/p>\n\n\n\n<p>AWS \u3067\u306f\u3001Jump Server \u3092\u30d6\u30ed\u30fc\u30ab\u30fc\u30b5\u30fc\u30d0\u30fc\u3068\u3057\u3066\u4f7f\u7528\u3057\u3066\u3001\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u4e0a\u306e\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30b5\u30d6\u30cd\u30c3\u30c8\u306e\u30ea\u30bd\u30fc\u30b9\u3092\u5b89\u5168\u306b\u7ba1\u7406\u304a\u3088\u3073\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002 \u30b5\u30fc\u30d0\u30fc\u306f\u901a\u5e38\u3001\u30d1\u30d6\u30ea\u30c3\u30af\u30b5\u30d6\u30cd\u30c3\u30c8\u306b\u4f5c\u6210\u3055\u308c\u3001\u30bb\u30ad\u30e5\u30a2\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u3068\u3057\u3066\u6a5f\u80fd\u3057\u3001\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30b5\u30d6\u30cd\u30c3\u30c8\u5185\u306e\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u9593\u306e\u5b89\u5168\u306a\u63a5\u7d9a\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30b5\u30fc\u30d0\u30fc\u306e\u4e3b\u306a\u76ee\u7684\u306f\u3001\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u306b\u5b89\u5168\u306a\u30a2\u30af\u30bb\u30b9\u30dd\u30a4\u30f3\u30c8\u3092\u78ba\u7acb\u3059\u308b\u305f\u3081\u306e\u5b89\u5168\u306a\u30b9\u30d7\u30ea\u30f3\u30b0\u30dc\u30fc\u30c9\u3068\u3057\u3066\u6a5f\u80fd\u3057\u3001\u3053\u306e\u30b9\u30d7\u30ea\u30f3\u30b0\u30dc\u30fc\u30c9\u3092\u4ecb\u3057\u3066\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30b5\u30d6\u30cd\u30c3\u30c8\u5185\u306e\u30ea\u30bd\u30fc\u30b9\u306b\u5b89\u5168\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3053\u3068\u3067\u3059\u3002 SSH \u307e\u305f\u306f RDP \u30d7\u30ed\u30c8\u30b3\u30eb\u3092\u4f7f\u7528\u3057\u3066\u30b9\u30d7\u30ea\u30f3\u30b0\u30dc\u30fc\u30c9\u306b\u63a5\u7d9a\u3057\u3001\u30b9\u30d7\u30ea\u30f3\u30b0\u30dc\u30fc\u30c9\u3092\u4ecb\u3057\u3066\u4ed6\u306e\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30b5\u30d6\u30cd\u30c3\u30c8\u306e\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>AWS \u306e\u6b65\u307f\u53f0\u30b5\u30fc\u30d0\u306f\u3001EC2 \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u4f7f\u7528\u3057\u3066\u5b9f\u88c5\u3067\u304d\u307e\u3059\u3002 EC2 \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u4f5c\u6210\u3059\u308b\u3068\u304d\u306b\u3001\u305d\u308c\u3092\u30b5\u30fc\u30d0\u30fc\u3068\u3057\u3066\u4f7f\u7528\u3059\u308b\u3088\u3046\u306b\u8a2d\u5b9a\u3057\u3001\u30d1\u30d6\u30ea\u30c3\u30af\u30b5\u30d6\u30cd\u30c3\u30c8\u306b\u914d\u7f6e\u3067\u304d\u307e\u3059\u3002 \u305d\u306e\u5f8c\u3001SSH \u307e\u305f\u306f RDP \u30d7\u30ed\u30c8\u30b3\u30eb\u3092\u4ecb\u3057\u3066\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306b\u63a5\u7d9a\u3057\u3001\u305d\u306e\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u304b\u3089\u4ed6\u306e\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30b5\u30d6\u30cd\u30c3\u30c8\u306e\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306b\u63a5\u7d9a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u78ba\u4fdd\u3059\u308b\u305f\u3081\u306b\u3001\u30b5\u30fc\u30d0\u30fc\u306f\u6b21\u306e\u3088\u3046\u306a\u4e00\u9023\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u3092\u8b1b\u3058\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u6700\u5c0f\u7279\u6a29\u306e\u539f\u5247: \u6f5c\u5728\u7684\u306a\u653b\u6483\u8005\u306e\u30a2\u30af\u30bb\u30b9\u3092\u5236\u9650\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u30a2\u30af\u30bb\u30b9\u8a31\u53ef\u306e\u307f\u3092\u4ed8\u4e0e\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30ad\u30fc\u8a8d\u8a3c\u3092\u4f7f\u7528\u3059\u308b: \u30d1\u30b9\u30ef\u30fc\u30c9\u8a8d\u8a3c\u3092\u7121\u52b9\u306b\u3057\u3001SSH \u307e\u305f\u306f RDP \u30ad\u30fc\u3092\u4f7f\u7528\u3057\u305f\u8a8d\u8a3c\u306e\u307f\u3092\u8a31\u53ef\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u591a\u8981\u7d20\u8a8d\u8a3c\u3092\u5b9f\u88c5\u3059\u308b: \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u5f37\u5316\u3059\u308b\u305f\u3081\u306b\u591a\u8981\u7d20\u8a8d\u8a3c\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a2\u30af\u30bb\u30b9\u30ed\u30b0\u306e\u76e3\u8996:\u8e0f\u307f\u53f0\u306b\u63a5\u7d9a\u3057\u3066\u3044\u308b\u3059\u3079\u3066\u306e\u30e6\u30fc\u30b6\u30fc\u3092\u76e3\u8996\u3057\u3001\u3059\u3079\u3066\u306e\u64cd\u4f5c\u3092\u8a18\u9332\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30b5\u30fc\u30d0\u30fc\u3092\u5b9a\u671f\u7684\u306b\u66f4\u65b0\u3059\u308b:\u30aa\u30da\u30ec\u30fc\u30c6\u30a3\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3001\u304a\u3088\u3073\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30d1\u30c3\u30c1\u3092\u5b9a\u671f\u7684\u306b\u66f4\u65b0\u3057\u3066\u3001\u30b7\u30b9\u30c6\u30e0\u3092\u5b89\u5168\u306b\u4fdd\u3064\u3002<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/edu.ujhb.org\/?p=837\" 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=64&amp;q=75\" alt=\"\u8ecd\u4ead\"\/><\/figure>\n\n\n\n<p>AWS\u306eCodeCommit \u2013 \u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u578b\u306e Git \u30ea\u30dd\u30b8\u30c8\u30ea\u30b5\u30fc\u30d3\u30b9\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>AWS CodeCommit \u306f\u3001\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8 Git \u30ea\u30dd\u30b8\u30c8\u30ea\u3092\u5b89\u5168\u306b\u4fdd\u5b58\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3067\u304d\u308b\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u578b\u306e Git \u30ea\u30dd\u30b8\u30c8\u30ea\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002 \u65e2\u5b58\u306eGit\u30c4\u30fc\u30eb\u3068\u7d71\u5408\u3057\u3001\u5c0f\u898f\u6a21\u30c1\u30fc\u30e0\u3084\u5927\u4f01\u696d\u3067\u306e\u5171\u540c\u958b\u767a\u306e\u305f\u3081\u306e\u5b89\u5168\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30ea\u30dd\u30b8\u30c8\u30ea\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>AWS CodeCommit \u306f\u3001Git \u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u30c4\u30fc\u30eb\u304a\u3088\u3073 Git \u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u30c4\u30fc\u30eb\u3068\u306e\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u7d71\u5408\u3001\u304a\u3088\u3073\u4f7f\u3044\u3084\u3059\u3044\u30a6\u30a7\u30d6\u30e6\u30fc\u30b6\u30fc\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u3055\u3089\u306b\u3001CodeCommit \u306f\u3001AWS CodePipeline \u3084 AWS CodeBuild \u306a\u3069\u306e\u4ed6\u306e AWS \u30b5\u30fc\u30d3\u30b9\u3068\u7dca\u5bc6\u306b\u7d71\u5408\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u306e\u7d99\u7d9a\u7684\u30c7\u30ea\u30d0\u30ea\u30fc (CI\/CD) \u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>CodeCommit \u306e\u4e3b\u306a\u6a5f\u80fd\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9:\u30ea\u30dd\u30b8\u30c8\u30ea\u306e\u30b5\u30a4\u30ba\u3084\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u7ba1\u7406\u306b\u3064\u3044\u3066\u5fc3\u914d\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/li>\n\n\n\n<li>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3: \u7d71\u5408\u3055\u308c\u305f IAM \u30a2\u30af\u30bb\u30b9\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3068 AWS KMS \u6697\u53f7\u5316\u3092\u63d0\u4f9b\u3057\u3066\u3001\u30ea\u30dd\u30b8\u30c8\u30ea\u5185\u306e\u30c7\u30fc\u30bf\u3092\u4fdd\u8b77\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3:\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30ea\u30dd\u30b8\u30c8\u30ea\u30b5\u30a4\u30ba\u3068\u3001\u6210\u9577\u306b\u5bfe\u5fdc\u3059\u308b\u305f\u3081\u306e\u5927\u898f\u6a21\u306a\u30c1\u30fc\u30e0\u30b5\u30dd\u30fc\u30c8\u3002<\/li>\n\n\n\n<li>\u7d71\u5408: AWS CodePipeline\u3001AWS CodeBuild\u3001\u304a\u3088\u3073\u305d\u306e\u4ed6\u306e AWS \u30b5\u30fc\u30d3\u30b9\u3068\u7d71\u5408\u3057\u3066\u3001\u5b8c\u5168\u306a CI\/CD \u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u8cbb\u7528\u5bfe\u52b9\u679c: \u30ea\u30dd\u30b8\u30c8\u30ea \u30b9\u30c8\u30ec\u30fc\u30b8\u3001Git 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