{"id":69269,"date":"2024-01-15T00:00:00","date_gmt":"2024-01-14T15:00:00","guid":{"rendered":"https:\/\/www.creationline.com\/?p=69269"},"modified":"2024-02-27T10:28:39","modified_gmt":"2024-02-27T01:28:39","slug":"%e3%82%b5%e3%83%bc%e3%83%90%e3%83%ac%e3%82%b9%e3%81%aeamazon-msk%e3%82%af%e3%83%a9%e3%82%b9%e3%82%bf%e3%83%bc","status":"publish","type":"post","link":"https:\/\/www.creationline.com\/tech-blog\/cloudnative\/aws\/69269","title":{"rendered":"Amazon MSK\u30af\u30e9\u30b9\u30bf\u30fc\u3068\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u9001\u53d7\u4fe1"},"content":{"rendered":"\n<h1 class=\"wp-block-heading\">\u306f\u3058\u3081\u306b<\/h1>\n\n\n\n<p>Amazon MSK(Amazon Managed Streaming for Apache Kafka)\u306f\u3001Apache Kafka\u3092\u30d9\u30fc\u30b9\u306b\u3057\u305f\u5b8c\u5168\u30de\u30cd\u30fc\u30b8\u30c9\u306e\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002MSK\u3067\u306f\u3001\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u3068\u30d7\u30ed\u30d3\u30b8\u30e7\u30cb\u30f3\u30b0\u306e2\u3064\u306e\u30bf\u30a4\u30d7\u306e\u30af\u30e9\u30b9\u30bf\u30fc\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u30bf\u30a4\u30d7\u3067\u306f\u3001CPU\u3001\u30e1\u30e2\u30ea\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u306a\u3069\u306e\u30ad\u30e3\u30d1\u30b7\u30c6\u30a3\u7ba1\u7406\u304c\u81ea\u52d5\u5316\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3001\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u6570\u306b\u5236\u9650\u304c\u3042\u308a\u307e\u3059\u3002\u4e00\u65b9\u3001\u30d7\u30ed\u30d3\u30b8\u30e7\u30cb\u30f3\u30b0\u30bf\u30a4\u30d7\u306f\u3001\u5f93\u6765\u306eApache Kafka\u30af\u30e9\u30b9\u30bf\u30fc\u3068\u540c\u69d8\u306e\u65b9\u5f0f\u3067\u904b\u7528\u3057\u3001\u7279\u5b9a\u306e\u30ad\u30e3\u30d1\u30b7\u30c6\u30a3\u5236\u9650\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u30ad\u30e3\u30d1\u30b7\u30c6\u30a3\u7ba1\u7406\u306f\u30e6\u30fc\u30b6\u30fc\u304c\u884c\u3046\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4eca\u56de\u306f\u3001\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u30bf\u30a4\u30d7\u306e\u30af\u30e9\u30b9\u30bf\u30fc\u306e\u69cb\u7bc9\u3068IAM\u30ed\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u305f\u30a2\u30af\u30bb\u30b9\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u306e\u7279\u5fb4\u306b\u3064\u3044\u3066\u7c21\u7565\u306b\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h1 class=\"wp-block-heading\">\u4e8b\u524d\u6e96\u5099<\/h1>\n\n\n\n<p>VPC\u3092\u7528\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u4eca\u56de\u306eMSK\u53ca\u3073\u9023\u8f09\u8a18\u4e8b\u306e\u305f\u3081\u306eVPC\u74b0\u5883\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u69cb\u6210\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"507\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-vpc-1-1024x507.png\" alt=\"\" class=\"wp-image-69461\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-vpc-1-1024x507.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-vpc-1-360x178.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-vpc-1-768x380.png 768w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-vpc-1.png 1313w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Region : Tokyo<\/li>\n\n\n\n<li>VPC<ul><li>VPC Name: eda-vpc<\/li><\/ul><ul><li>Range: 10.0.0.16<\/li><\/ul>\n<ul class=\"wp-block-list\">\n<li>Subnet:<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table><tbody><tr><td class=\"has-text-align-left\" data-align=\"left\">eda-subnet-public-northeast-1a<\/td><td>10.0.10.0\/24<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">eda-subnet-lambda-northeast-1a<\/td><td>10.0.100.0\/24<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">eda-subnet-lambda-northeast-1c<\/td><td>10.0.101.0\/24<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">eda-subnet-lambda-northeast-1d<\/td><td>10.0.102.0\/24<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">eda-subnet-msk-northeast-1a<\/td><td>10.0.110.0\/24<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">eda-subnet-msk-northeast-1c<\/td><td>10.0.111.0\/24<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">eda-subnet-msk-northeast-1d<\/td><td>10.0.112.0\/24<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">eda-subnet-db-northeast-1a<\/td><td>10.0.200.0\/24<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">eda-subnet-db-northeast-1c<\/td><td>10.0.201.0\/24<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">eda-subnet-db-northeast-1d<\/td><td>10.0.202.0\/24<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>SecurityGroup\n<ul class=\"wp-block-list\">\n<li>eda-security-g-lambda\n<ul class=\"wp-block-list\">\n<li>from cloud9(443)<\/li>\n\n\n\n<li>from msk(443)<\/li>\n\n\n\n<li>self(443)<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>eda-security-g-msk\n<ul class=\"wp-block-list\">\n<li>from cloud9(9098)<\/li>\n\n\n\n<li>from lamba(9098)<\/li>\n\n\n\n<li>self(9098)<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>eda-security-g-db<ul><li>from cloud9(3306)<\/li><\/ul>\n<ul class=\"wp-block-list\">\n<li>from lamba(3306)<\/li>\n\n\n\n<li>from msk(3306)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>VPC Endpoint\n<ul class=\"wp-block-list\">\n<li>Lambda(eda-subnet-lambda-northeast-1{a,b,c})<\/li>\n\n\n\n<li>Glue(eda-subnet-lambda-northeast-1{a,b,c})<\/li>\n\n\n\n<li>secretmanager(eda-subnet-lambda-northeast-1{a,b,c})<\/li>\n\n\n\n<li>RDS(eda-subnet-db-northeast-1{a,b,c})<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>NAT Gateway\n<ul class=\"wp-block-list\">\n<li>MSK\u306e\u305f\u3081\u306b\u30d1\u30d6\u30ea\u30c3\u30af\u30b5\u30d6\u30cd\u30c3\u30c8\u306b\u30d1\u30d6\u30ea\u30c3\u30af\u30bf\u30a4\u30d7\u306eNAT gateway\u3092\u4f5c\u6210\u3057\u3001MSK\u304c\u5c5e\u3059\u308bRoute tables\u306b\u8a2d\u5b9a\u3057\u307e\u3059\u3002NAT gateway\u3092\u901a\u3057\u3066\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u306b\u51fa\u3066\u3044\u304f\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30b5\u30d6\u30cd\u30c3\u30c8\u306b\u914d\u7f6e\u3057\u3066\u3044\u308b\u30b5\u30fc\u30d3\u30b9\u9593\u306e\u901a\u4fe1\u7d4c\u8def\u3092\u78ba\u4fdd\u3059\u308b\u305f\u3081\u306b\u4f7f\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u540cVPC\u306e\u306a\u304b\u3067\u3082MSK\u304c\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30b5\u30d6\u30cd\u30c3\u30c8\u306b\u3042\u308a\u3001\u4ed6\u306e\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30b5\u30d6\u30cd\u30c3\u30c8\u3068\u306e\u901a\u4fe1\u304c\u5fc5\u8981\u3067\u3042\u308b\u5834\u5408\u3001NAT Gateway\u53c8\u306fPrivatelink\u304c\u5fc5\u8981\u3067\u3059\u3002\u3053\u308c\u306f\u3001MSK\u304cVPC endpoint\u3068\u7d71\u5408\u3055\u308c\u3066\u3044\u306a\u3044\u305f\u3081\u3067\u3059\u3002MSK\u304cNAT gateway\u3092\u8a2d\u5b9a\u3059\u308b\u65b9\u6cd5\u306f\u3001<a href=\"https:\/\/aws.amazon.com\/jp\/blogs\/compute\/using-amazon-msk-as-an-event-source-for-aws-lambda\/\" target=\"_blank\" rel=\"noreferrer noopener\">Using Amazon MSK as an event source for AWS Lambda <\/a>\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002Privatelink\u3092\u5229\u7528\u3059\u308b\u65b9\u5f0f\u306b\u3064\u3044\u3066\u306f\u3001\u5225\u306e\u7d19\u9762\u3092\u501f\u308a\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"87\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-nat-gateway-1024x87.png\" alt=\"\" class=\"wp-image-69286\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-nat-gateway-1024x87.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-nat-gateway-360x31.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-nat-gateway-768x66.png 768w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-nat-gateway.png 1147w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u4eca\u56de\u306e\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u8a2d\u5b9a\u306f\u3001\u4eca\u5f8c\u63b2\u8f09\u3059\u308b\u4e00\u9023\u306e\u8a18\u4e8b\u306e\u305f\u3081\u306b\u591a\u5c11\u5927\u76ee\u306b\u8a2d\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002\u4eca\u56de\u306e\u8a18\u4e8b\u306b\u9650\u3063\u3066\u5fc5\u8981\u306a\u306e\u306f\u3001Amazon MSK\u3068\u76f4\u63a5\u95a2\u308f\u308b\u8a2d\u5b9a\u306e\u307f\u3068\u306a\u308a\u307e\u3059(Cloud9,MSK)\u3002\u3054\u4e86\u627f\u304f\u3060\u3055\u3044\u3002<\/code><\/pre>\n\n\n\n<h1 class=\"wp-block-heading\">MSK\u30af\u30e9\u30b9\u30bf\u30fc\u306e\u69cb\u7bc9<\/h1>\n\n\n\n<p>\u6b21\u306e\u3088\u3046\u306bMSK\u30af\u30e9\u30b9\u30bf\u30fc\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>1.Amazon MSK\u2192MSK Cluster\u2192Clusters\u2192Create Cluster\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>2.Creation Method\u3067\u306f\u3001Custom Create\u3092\u9078\u629e\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"174\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-create-method-1024x174.png\" alt=\"\" class=\"wp-image-69287\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-create-method-1024x174.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-create-method-360x61.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-create-method-768x130.png 768w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-create-method.png 1142w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>3.Cluster Name:eda-msk-cluster-1\u3068\u8a2d\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>4.Cluster Type\u306f\u3001Provisioned\u3092\u9078\u629e\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>Serverless\u3067\u306f\u3001\u30ad\u30e3\u30d1\u30b7\u30c6\u30a3\u30fc\u306e\u7ba1\u7406\u304c\u81ea\u52d5\u3067\u3059\u304c\u3001\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3084\u30d1\u30fc\u30c6\u30a3\u30fc\u30b7\u30e7\u30f3\u6570\u306e\u5236\u9650\u304c\u3042\u308a\u307e\u3059\u3002Provisioned\u3067\u306f\u3001\u30e6\u30fc\u30b6\u304c\u30ad\u30e3\u30d1\u30b7\u30c6\u30a3\u30fc\u7ba1\u7406\u3092\u884c\u3046\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u7279\u306b\u30ad\u30e3\u30d1\u30b7\u30c6\u30a3\u30fc\u306e\u5236\u9650\u306f\u5b58\u5728\u3057\u307e\u305b\u3093\u3002\u3069\u3061\u3089\u306b\u3059\u3079\u304d\u304b\u306f\u3001\u8981\u4ef6\u3084\u904b\u7528\u80fd\u529b\u306b\u5408\u308f\u305b\u3066\u9078\u629e\u3059\u3079\u304d\u3067\u3059\u3002\u3053\u3053\u3067\u306f\u3001Serverless\u306b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"605\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-cluster-type-1024x605.png\" alt=\"\" class=\"wp-image-69288\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-cluster-type-1024x605.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-cluster-type-360x213.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-cluster-type-768x454.png 768w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-cluster-type.png 1142w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\u6599\u91d1\u306f\u3001\u6b21\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002Serverless\u30bf\u30a4\u30d7\u3067\u3082\u30011\u6642\u9593\u5f53\u305f\u308a\u3001Large\u540c\u7b49\u306a\u56fa\u5b9a\u6599\u91d1\u304c\u767a\u751f\u3057\u307e\u3059\u306e\u3067\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002Provisioned\u30bf\u30a4\u30d7\u3060\u3068\u3001Small\u30bf\u30a4\u30d7\u306e\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3082\u4f7f\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/aws.amazon.com\/jp\/msk\/pricing\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/aws.amazon.com\/jp\/msk\/pricing\/<\/a><\/p>\n\n\n\n<p>5.Network\u306f\u3001\u4e8b\u524d\u6e96\u5099\u306eVPC\u3068\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30b5\u30d6\u30cd\u30c3\u30c8\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30b0\u30eb\u30fc\u30d7\u3092\u8a2d\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>eda-vpc<\/li>\n\n\n\n<li>eda-subnet-msk-northeast-1{a,c,d}<\/li>\n\n\n\n<li>eda-security-g-msk<\/li>\n<\/ul>\n\n\n\n<p>6.Serverless\u306e\u30a2\u30af\u30bb\u30b9\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u306f\u3001IAM Role base\u306e\u8a8d\u8a3c\u306e\u307f\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"224\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-access-control-serverless-1024x224.png\" alt=\"\" class=\"wp-image-69290\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-access-control-serverless-1024x224.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-access-control-serverless-360x79.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-access-control-serverless-768x168.png 768w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-access-control-serverless.png 1145w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Provisioned\u306e\u5834\u5408\u3001\u8907\u6570\u306e\u30a2\u30af\u30bb\u30b9\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u65b9\u5f0f\u304b\u3089\u9078\u629e\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"588\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-access-control-provisioned-1-1024x588.png\" alt=\"\" class=\"wp-image-69291\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-access-control-provisioned-1-1024x588.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-access-control-provisioned-1-360x207.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-access-control-provisioned-1-768x441.png 768w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-access-control-provisioned-1.png 1137w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>7.Preview and Create\u3067\u3001\u8a2d\u5b9a\u5185\u5bb9\u3092\u78ba\u8a8d\u3057\u3001\u30af\u30e9\u30b9\u30bf\u30fc\u4f5c\u6210\u3092\u958b\u59cb\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>8.\u3057\u3070\u3089\u304f\u5f85\u3063\u3066\u304b\u3089\u30af\u30e9\u30b9\u30bf\u30fc\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"108\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-end-1024x108.png\" alt=\"\" class=\"wp-image-69292\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-end-1024x108.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-end-360x38.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-end-768x81.png 768w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-end.png 1169w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h1 class=\"wp-block-heading\">MSK\u30af\u30e9\u30b9\u30bf\u30fc\u3078\u306e\u63a5\u7d9a<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">AWS CLI\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h2>\n\n\n\n<p>\u5fc5\u8981\u306b\u5fdc\u3058\u3066AWS CLI\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/cli\/latest\/userguide\/getting-started-install.html\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/docs.aws.amazon.com\/ja_jp\/cli\/latest\/userguide\/getting-started-install.html<\/a><\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table><tbody><tr><td>$curl \"https:\/\/awscli.amazonaws.com\/awscli-exe-linux-x86_64.zip\" -o \"awscliv2.zip\" <br>$ unzip awscliv2.zip <br>$ sudo .\/aws\/install<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">.aws\/credentials\u306e\u8a2d\u5b9a<\/h2>\n\n\n\n<p>\u6700\u8fd1\u306f\u3001SSO\u306b\u3088\u308b\u8a8d\u8a3c\u304c\u4e00\u822c\u7684\u306a\u306e\u304b\u3082\u77e5\u308c\u307e\u305b\u3093\u3002\u72b6\u6cc1\u306b\u5fdc\u3058\u3066\u30a2\u30af\u30bb\u30b9\u30ad\u30fc\u3068\u30c8\u30fc\u30af\u30f3\u3092\u8a2d\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table><tbody><tr><td>[default] <br>aws_access_key_id=ASIARNIZSLAGL5TTK44F <br>aws_secret_access_key=Sb9l35kbNPcy0hhqRE7DFq+h9p\/Snc18BXqRs72o <br>aws_session_token=&lt;your token&gt;<br>region=ap-northeast-1<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Java\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h2>\n\n\n\n<p>\u5fc5\u8981\u306b\u5fdc\u3058\u3066Java\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u304f\u3060\u3055\u3044\u3002Java8\u3082\u4f7f\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table><tbody><tr><td>$ sudo apt update <br>$ sudo apt install openjdk-11-jdk <br>$java -version <br>openjdk version \"11.0.20.1\" 2023-08-24 &nbsp; <br>$ javac -version <br>javac 11.0.20.1<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">kafka\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h2>\n\n\n\n<p>Kafka\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u304f\u3060\u3055\u3044\u3002Kafka\u306f\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u30c4\u30fc\u30eb\u3092\u4f7f\u3046\u305f\u3081\u306b\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table><tbody><tr><td>$ wget <a href=\"https:\/\/archive.apache.org\/dist\/kafka\/3.5.1\/kafka_2.13-3.5.1.tgz\">https:\/\/archive.apache.org\/dist\/kafka\/3.5.1\/kafka_2.13-3.5.1.tgz<\/a> &nbsp; <br>$ tar -xvf kafka_2.13-3.5.1.tgz <br>$ cd kafka_2.13-3.5.1<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u74b0\u5883\u5909\u6570\u3092\u8a2d\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table><tbody><tr><td>export KAFKA_CLIENT_HOME=\"~\/environment\/kafka_2.13-3.5.1\" <br>export PATH=\"$PATH:$KAFKA_CLIENT_HOME:$KAFKA_CLIENT_HOME\/bin:$KAFKA_CLIENT_HOME\/lib\"<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>MSK Cluster\u306e\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3082\u74b0\u5883\u5909\u6570\u306b\u3057\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"321\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-endpoint-1024x321.png\" alt=\"\" class=\"wp-image-69293\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-endpoint-1024x321.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-endpoint-360x113.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-endpoint-768x241.png 768w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-endpoint.png 1126w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table><tbody><tr><td>export bootstrapBrokerString=\"boot-xxxxxxxx.xx.kafka-serverless.ap-northeast-1.amazonaws.com:9098\"<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">aws-msk-iam-auth<\/h2>\n\n\n\n<p>IAM\u30ed\u30fc\u30eb\u30d9\u30fc\u30b9\u306eMSK\u30af\u30e9\u30b9\u30bf\u30fc\u306b\u63a5\u7d9a\u3059\u308b\u305f\u3081\u306b\u306f\u3001aws-msk-iam-auth\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table><tbody><tr><td>$ wget https:\/\/github.com\/aws\/aws-msk-iam-auth\/releases\/download\/v1.1.1\/aws-msk-iam-auth-1.1.1-all.jar &nbsp; <br>$ cp aws-msk-iam-auth-1.1.1-all.jar .\/kafka_2.13-3.5.1\/libs\/<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>CLASSPATH\u3092\u8a2d\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table><tbody><tr><td>export CLASSPATH=\"~\/environment\/kafka_2.13-3.5.1\/libs\/aws-msk-iam-auth-1.1.1-all.jar\" <\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\u3053\u308c\u3089\u306f\u3001\u7e70\u308a\u8fd4\u3057\u3066\u4f7f\u3044\u307e\u3059\u306e\u3067\u3001.bashrc\u53c8\u306f.bash_profile\u306b\u767b\u9332\u3057\u3066\u304a\u3044\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">client.propertie\u4f5c\u6210<\/h2>\n\n\n\n<p>client.properties\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u3053\u308c\u306f\u3001Kafka\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u5b9f\u884c\u6642\u306bIAM Role\u30d9\u30fc\u30b9\u306e\u8a8d\u8a3c\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u3068\u3057\u3066\u5fc5\u8981\u3067\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u30db\u30fc\u30e0\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u4f5c\u6210\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table><tbody><tr><td>cat &lt;&lt; EOF &gt; client.properties <br>security.protocol=SASL_SSL <br>sasl.mechanism=AWS_MSK_IAM <br>sasl.jaas.config=software.amazon.msk.auth.iam.IAMLoginModule required; sasl.client.callback.handler.class=software.amazon.msk.auth.iam.IAMClientCallbackHandler <br>EOF<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h1 class=\"wp-block-heading\">Topic\u4f5c\u6210<\/h1>\n\n\n\n<p>Kafka\u306eTopic\u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table><tbody><tr><td>$ kafka-topics.sh --create --bootstrap-server $bootstrapBrokerString \\ &nbsp;<br>--replication-factor 3 --partitions 2 <br>--topic testTopic \\ &nbsp; <br>--command-config .\/client.properties <br>Created topic testTopic. &nbsp;<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>Topic\u306e\u30ea\u30b9\u30c8\u3092\u8868\u793a\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table><tbody><tr><td>$ kafka-topics.sh --list --bootstrap-server $bootstrapBrokerString \\ &nbsp;<br>--command-config .\/client.properties testTopic &nbsp;<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>Topic\u306e\u8a2d\u5b9a\u5185\u5bb9\u3092\u78ba\u8a8d\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table><tbody><tr><td>$ kafka-topics.sh --describe --bootstrap-server $bootstrapBrokerString \\ &nbsp;<br>--topic testTopic \\ &nbsp;<br>--command-config .\/client.properties &nbsp; <br>Topic: testTopic&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; TopicId: JNtExshPRK69mJRulhsciw PartitionCount: 2&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; ReplicationFactor: 3&nbsp;&nbsp;&nbsp; Configs: min.insync.replicas=2,segment.bytes=134217728,retention.ms=604800000,message.format.version=2.8-IV2,unclean.leader.election.enable=false,retention.bytes=268435456000 &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <br>Topic: testTopic&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Partition: 0&nbsp;&nbsp;&nbsp; Leader: 377&nbsp;&nbsp;&nbsp;&nbsp; Replicas: 377,393,361&nbsp;&nbsp; Isr: 377,393,361 &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <br>Topic: testTopic&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Partition: 1&nbsp;&nbsp;&nbsp; Leader: 393&nbsp;&nbsp;&nbsp;&nbsp; Replicas: 393,369,385&nbsp;&nbsp; Isr: 393,369,385 &nbsp;<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>--command-config .\/client.properties\u306e\u3088\u3046\u306b\u8a8d\u8a3c\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u6307\u5b9a\u3057\u3066\u5b9f\u884c\u3059\u308b\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u7701\u7565\u3059\u308b\u3068\u3001MSK\u306b\u63a5\u7d9a\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table><tbody><tr><td>$ kafka-topics.sh --describe --bootstrap-server $bootstrapBrokerString \\ &nbsp;<br>--topic testTopic<br>Error while executing topic command : The AdminClient thread has exited. Call: listTopics [2024-01-02 08:25:32,094] ERROR org.apache.kafka.common.errors.TimeoutException: The AdminClient thread has exited. Call: listTopics &nbsp;(kafka.admin.TopicCommand$) [2024-01-02 08:25:32,103] <br>ERROR Uncaught exception in thread 'kafka-admin-client-thread | adminclient-1': (org.apache.kafka.common.utils.KafkaThread) java.lang.OutOfMemoryError: Java heap space &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <br>at java.base\/java.nio.HeapByteBuffer.&lt;init&gt;(HeapByteBuffer.java:61) &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <br>at java.base\/java.nio.ByteBuffer.allocate(ByteBuffer.java:348) &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <br>at org.apache.kafka.common.memory.MemoryPool$1.tryAllocate(MemoryPool.java:30) &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <br>at org.apache.kafka.common.network.NetworkReceive.readFrom(NetworkReceive.java:102) &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <br>at org.apache.kafka.common.network.KafkaChannel.receive(KafkaChannel.java:452) &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <br>at org.apache.kafka.common.network.KafkaChannel.read(KafkaChannel.java:402) &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <br>at org.apache.kafka.common.network.Selector.attemptRead(Selector.java:674) &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <br>at org.apache.kafka.common.network.Selector.pollSelectionKeys(Selector.java:576) &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <br>at org.apache.kafka.common.network.Selector.poll(Selector.java:481) &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <br>at org.apache.kafka.clients.NetworkClient.poll(NetworkClient.java:571) &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <br>at org.apache.kafka.clients.admin.KafkaAdminClient$AdminClientRunnable.processRequests(KafkaAdminClient.java:1413) &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; at org.apache.kafka.clients.admin.KafkaAdminClient$AdminClientRunnable.run(KafkaAdminClient.java:1344) &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; at java.base\/java.lang.Thread.run(Thread.java:829)<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h1 class=\"wp-block-heading\">\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u9001\u53d7\u4fe1<\/h1>\n\n\n\n<p>\u3053\u3053\u3067\u306f\u3001CLI\u3067\u7c21\u5358\u306a\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u9001\u53d7\u4fe1\u3092\u4f53\u9a13\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">MSK\uff08Kafka\uff09\u304b\u3089\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u53d7\u4fe1 - Consumer&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<\/h2>\n\n\n\n<p>\u30bf\u30fc\u30df\u30ca\u30eb\u3092\u958b\u3044\u3066\u3001Consumer\u3092\u5b9f\u884c\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002\u6b21\u306e\u3088\u3046\u306b\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u53d7\u4fe1\u3092\u5f85\u3063\u3066\u3044\u308b\u72b6\u614b\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table><tbody><tr><td>$ kafka-console-consumer.sh --bootstrap-server $bootstrapBrokerString \\ &nbsp;<br>--topic testTopic&nbsp; --from-beginning \\ &nbsp;<br>--consumer.config .\/client.properties &nbsp;<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">MSK(Kafka)\u306b\u30e1\u30c3\u30bb\u30fc\u30b8\u9001\u4fe1 - Producer<\/h2>\n\n\n\n<p>\u5225\u306e\u30bf\u30fc\u30df\u30ca\u30eb\u3092\u958b\u3044\u3066\u3001\u4efb\u610f\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u9001\u4fe1\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table><tbody><tr><td>$ kafka-console-producer.sh --broker-list $bootstrapBrokerString \\ &nbsp;<br>--topic testTopic \\ &nbsp;<br>--producer.config .\/client.properties <br>message 1 <br>message 2 &nbsp;<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>Consumer\u3092\u78ba\u8a8d\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u6b21\u306e\u3088\u3046\u306b\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u53d7\u3051\u53d6\u3063\u3066\u3044\u308b\u306f\u305a\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table><tbody><tr><td>$ kafka-console-consumer.sh --bootstrap-server $bootstrapBrokerString \\ &nbsp;<br>--topic testTopic&nbsp; --from-beginning \\ &nbsp;<br>--consumer.config .\/client.properties &nbsp; <br>message 1 <br>message 2 &nbsp;<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h1 class=\"wp-block-heading\">\u307e\u3068\u3081<\/h1>\n\n\n\n<p>\u4eca\u56de\u306e\u8a18\u4e8b\u3067\u306f\u3001Amazon MSK\u3092\u4f7f\u7528\u3057\u3066\u3001Serverless\u30af\u30e9\u30b9\u30bf\u30fc\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u624b\u9806\u3068\u3001IAM Role\u30d9\u30fc\u30b9\u306e\u30a2\u30af\u30bb\u30b9\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u306e\u6982\u8981\u3092\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002MSK\u306f\u3001Apache Kafka\u30d9\u30fc\u30b9\u306e\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30b5\u30fc\u30d3\u30b9\u3067\u3001\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u30bf\u30a4\u30d7\u3067\u306f\u30ad\u30e3\u30d1\u30b7\u30c6\u30a3\u7ba1\u7406\u304c\u81ea\u52d5\u5316\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u5236\u9650\u304c\u3042\u308b\u4e00\u65b9\u3001\u30d7\u30ed\u30d3\u30b8\u30e7\u30cb\u30f3\u30b0\u30bf\u30a4\u30d7\u306f\u30ad\u30e3\u30d1\u30b7\u30c6\u30a3\u5236\u9650\u304c\u306a\u304f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u7ba1\u7406\u3092\u884c\u3046\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u306f\u3058\u3081\u306b Amazon MSK(Amazon Managed Streaming for Apache Kafka)\u306f\u3001Apache Kafka\u3092\u30d9\u30fc\u30b9\u306b\u3057\u305f\u5b8c\u5168\u30de\u30cd\u30fc\u30b8\u30c9\u306e\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002MSK\u3067\u306f\u3001\u30b5\u30fc\u30d0 [&#8230;]<\/p>\n","protected":false},"author":13,"featured_media":69284,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[98,750,477,61],"tags":[978,330,977],"class_list":["post-69269","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-aws","category-event-driven","category-kafka","category-lee","tag-eda","tag-kafka","tag-msk"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Amazon MSK\u30af\u30e9\u30b9\u30bf\u30fc\u3068\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u9001\u53d7\u4fe1 - Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3<\/title>\n<meta name=\"description\" content=\"AWS, event-driven, Kafka, lee |\u306f\u3058\u3081\u306b Amazon MSK(Amazon Managed Streaming for Apache Kafka)\u306f\u3001Apache\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.creationline.com\/tech-blog\/cloudnative\/aws\/69269\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Amazon MSK\u30af\u30e9\u30b9\u30bf\u30fc\u3068\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u9001\u53d7\u4fe1 - Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3\" \/>\n<meta property=\"og:description\" content=\"AWS, event-driven, Kafka, lee |\u306f\u3058\u3081\u306b Amazon MSK(Amazon Managed Streaming for Apache Kafka)\u306f\u3001Apache\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.creationline.com\/tech-blog\/cloudnative\/aws\/69269\" \/>\n<meta property=\"og:site_name\" content=\"Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/creationline\" \/>\n<meta property=\"article:published_time\" content=\"2024-01-14T15:00:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-02-27T01:28:39+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-vpc.png\" \/>\n\t<meta property=\"og:image:width\" content=\"437\" \/>\n\t<meta property=\"og:image:height\" content=\"306\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"lee\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@awk256\" \/>\n<meta name=\"twitter:site\" content=\"@creationline\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"lee\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"5\u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/cloudnative\\\/aws\\\/69269#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/cloudnative\\\/aws\\\/69269\"},\"author\":{\"name\":\"lee\",\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/#\\\/schema\\\/person\\\/7a9c09b6fc036bd56d9a7f7264389616\"},\"headline\":\"Amazon MSK\u30af\u30e9\u30b9\u30bf\u30fc\u3068\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u9001\u53d7\u4fe1\",\"datePublished\":\"2024-01-14T15:00:00+00:00\",\"dateModified\":\"2024-02-27T01:28:39+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/cloudnative\\\/aws\\\/69269\"},\"wordCount\":900,\"image\":{\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/cloudnative\\\/aws\\\/69269#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/cms_x3GWkuX\\\/wp-content\\\/uploads\\\/2024\\\/01\\\/Msk-cluster-vpc.png\",\"keywords\":[\"EDA\",\"kafka\",\"MSK\"],\"articleSection\":[\"AWS\",\"event-driven\",\"Kafka\",\"lee\"],\"inLanguage\":\"ja\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/cloudnative\\\/aws\\\/69269\",\"url\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/cloudnative\\\/aws\\\/69269\",\"name\":\"Amazon MSK\u30af\u30e9\u30b9\u30bf\u30fc\u3068\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u9001\u53d7\u4fe1 - Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/cloudnative\\\/aws\\\/69269#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/cloudnative\\\/aws\\\/69269#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/cms_x3GWkuX\\\/wp-content\\\/uploads\\\/2024\\\/01\\\/Msk-cluster-vpc.png\",\"datePublished\":\"2024-01-14T15:00:00+00:00\",\"dateModified\":\"2024-02-27T01:28:39+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/#\\\/schema\\\/person\\\/7a9c09b6fc036bd56d9a7f7264389616\"},\"description\":\"AWS, event-driven, Kafka, lee |\u306f\u3058\u3081\u306b Amazon MSK(Amazon Managed Streaming for Apache Kafka)\u306f\u3001Apache\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/cloudnative\\\/aws\\\/69269#breadcrumb\"},\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/cloudnative\\\/aws\\\/69269\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/cloudnative\\\/aws\\\/69269#primaryimage\",\"url\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/cms_x3GWkuX\\\/wp-content\\\/uploads\\\/2024\\\/01\\\/Msk-cluster-vpc.png\",\"contentUrl\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/cms_x3GWkuX\\\/wp-content\\\/uploads\\\/2024\\\/01\\\/Msk-cluster-vpc.png\",\"width\":437,\"height\":306},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/cloudnative\\\/aws\\\/69269#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"HOME\",\"item\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\",\"item\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/cloudnative\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"AWS\",\"item\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/cloudnative\\\/aws\"},{\"@type\":\"ListItem\",\"position\":4,\"name\":\"Amazon MSK\u30af\u30e9\u30b9\u30bf\u30fc\u3068\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u9001\u53d7\u4fe1\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/#website\",\"url\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/\",\"name\":\"Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3\",\"description\":\"\u30a2\u30b8\u30e3\u30a4\u30eb\uff06DevOps\u3001\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u3001AI\uff06LLM\u306e\u5148\u7aef\u6280\u8853\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ja\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/#\\\/schema\\\/person\\\/7a9c09b6fc036bd56d9a7f7264389616\",\"name\":\"lee\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/278a9c7ed6393635496209225c69f2d6caf4f4b360cf0c2a80ada723070d4f94?s=96&d=wp_user_avatar&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/278a9c7ed6393635496209225c69f2d6caf4f4b360cf0c2a80ada723070d4f94?s=96&d=wp_user_avatar&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/278a9c7ed6393635496209225c69f2d6caf4f4b360cf0c2a80ada723070d4f94?s=96&d=wp_user_avatar&r=g\",\"caption\":\"lee\"},\"description\":\"\u30e2\u30c0\u30f3\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u30fc\u57fa\u76e4\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u30a2\u30fc\u30ad\u30c6\u30af\u30c8\u3068\u3057\u3066\u6d3b\u52d5\u3057\u3066\u3044\u307e\u3059\u3002 [\u8457\u66f8] \u30fbAmazon Cloud\u30c6\u30af\u30cb\u30ab\u30eb\u30ac\u30a4\u30c9\u2015EC2\\\/S3\u304b\u3089VPC\u307e\u3067\u5fb9\u5e95\u89e3\u6790 \u30fbAmazon Elastic MapReduce\u30c6\u30af\u30cb\u30ab\u30eb\u30ac\u30a4\u30c9 \u2015\u30af\u30e9\u30a6\u30c9\u578bHadoop\u3067\u5b9f\u73fe\u3059\u308b\u5927\u898f\u6a21\u5206\u6563\u51e6\u7406 \u30fbCypher\u30af\u30a8\u30ea\u30fc\u8a00\u8a9e\u306e\u4e8b\u4f8b\u3067\u5b66\u3076\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9Neo4j \u30fbNeo4j\u3092\u4f7f\u3046\u30b0\u30e9\u30d5\u578b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5165\u9580(\u5171\u8457) \u30fbRDB\u6280\u8853\u8005\u306e\u305f\u3081\u306eNoSQL\u30ac\u30a4\u30c9(\u5171\u8457)\",\"sameAs\":[\"https:\\\/\\\/x.com\\\/@awk256\"],\"url\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/author\\\/lee\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Amazon MSK\u30af\u30e9\u30b9\u30bf\u30fc\u3068\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u9001\u53d7\u4fe1 - Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3","description":"AWS, event-driven, Kafka, lee |\u306f\u3058\u3081\u306b Amazon MSK(Amazon Managed Streaming for Apache Kafka)\u306f\u3001Apache","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.creationline.com\/tech-blog\/cloudnative\/aws\/69269","og_locale":"ja_JP","og_type":"article","og_title":"Amazon MSK\u30af\u30e9\u30b9\u30bf\u30fc\u3068\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u9001\u53d7\u4fe1 - Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3","og_description":"AWS, event-driven, Kafka, lee |\u306f\u3058\u3081\u306b Amazon MSK(Amazon Managed Streaming for Apache Kafka)\u306f\u3001Apache","og_url":"https:\/\/www.creationline.com\/tech-blog\/cloudnative\/aws\/69269","og_site_name":"Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3","article_publisher":"https:\/\/www.facebook.com\/creationline","article_published_time":"2024-01-14T15:00:00+00:00","article_modified_time":"2024-02-27T01:28:39+00:00","og_image":[{"width":437,"height":306,"url":"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-vpc.png","type":"image\/png"}],"author":"lee","twitter_card":"summary_large_image","twitter_creator":"@awk256","twitter_site":"@creationline","twitter_misc":{"\u57f7\u7b46\u8005":"lee","\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593":"5\u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.creationline.com\/tech-blog\/cloudnative\/aws\/69269#article","isPartOf":{"@id":"https:\/\/www.creationline.com\/tech-blog\/cloudnative\/aws\/69269"},"author":{"name":"lee","@id":"https:\/\/www.creationline.com\/tech-blog\/#\/schema\/person\/7a9c09b6fc036bd56d9a7f7264389616"},"headline":"Amazon MSK\u30af\u30e9\u30b9\u30bf\u30fc\u3068\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u9001\u53d7\u4fe1","datePublished":"2024-01-14T15:00:00+00:00","dateModified":"2024-02-27T01:28:39+00:00","mainEntityOfPage":{"@id":"https:\/\/www.creationline.com\/tech-blog\/cloudnative\/aws\/69269"},"wordCount":900,"image":{"@id":"https:\/\/www.creationline.com\/tech-blog\/cloudnative\/aws\/69269#primaryimage"},"thumbnailUrl":"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-vpc.png","keywords":["EDA","kafka","MSK"],"articleSection":["AWS","event-driven","Kafka","lee"],"inLanguage":"ja"},{"@type":"WebPage","@id":"https:\/\/www.creationline.com\/tech-blog\/cloudnative\/aws\/69269","url":"https:\/\/www.creationline.com\/tech-blog\/cloudnative\/aws\/69269","name":"Amazon MSK\u30af\u30e9\u30b9\u30bf\u30fc\u3068\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u9001\u53d7\u4fe1 - Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3","isPartOf":{"@id":"https:\/\/www.creationline.com\/tech-blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.creationline.com\/tech-blog\/cloudnative\/aws\/69269#primaryimage"},"image":{"@id":"https:\/\/www.creationline.com\/tech-blog\/cloudnative\/aws\/69269#primaryimage"},"thumbnailUrl":"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-vpc.png","datePublished":"2024-01-14T15:00:00+00:00","dateModified":"2024-02-27T01:28:39+00:00","author":{"@id":"https:\/\/www.creationline.com\/tech-blog\/#\/schema\/person\/7a9c09b6fc036bd56d9a7f7264389616"},"description":"AWS, event-driven, Kafka, lee |\u306f\u3058\u3081\u306b Amazon MSK(Amazon Managed Streaming for Apache Kafka)\u306f\u3001Apache","breadcrumb":{"@id":"https:\/\/www.creationline.com\/tech-blog\/cloudnative\/aws\/69269#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.creationline.com\/tech-blog\/cloudnative\/aws\/69269"]}]},{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/www.creationline.com\/tech-blog\/cloudnative\/aws\/69269#primaryimage","url":"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-vpc.png","contentUrl":"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/01\/Msk-cluster-vpc.png","width":437,"height":306},{"@type":"BreadcrumbList","@id":"https:\/\/www.creationline.com\/tech-blog\/cloudnative\/aws\/69269#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"HOME","item":"https:\/\/www.creationline.com\/tech-blog"},{"@type":"ListItem","position":2,"name":"\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6","item":"https:\/\/www.creationline.com\/tech-blog\/cloudnative"},{"@type":"ListItem","position":3,"name":"AWS","item":"https:\/\/www.creationline.com\/tech-blog\/cloudnative\/aws"},{"@type":"ListItem","position":4,"name":"Amazon MSK\u30af\u30e9\u30b9\u30bf\u30fc\u3068\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u9001\u53d7\u4fe1"}]},{"@type":"WebSite","@id":"https:\/\/www.creationline.com\/tech-blog\/#website","url":"https:\/\/www.creationline.com\/tech-blog\/","name":"Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3","description":"\u30a2\u30b8\u30e3\u30a4\u30eb\uff06DevOps\u3001\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u3001AI\uff06LLM\u306e\u5148\u7aef\u6280\u8853","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.creationline.com\/tech-blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ja"},{"@type":"Person","@id":"https:\/\/www.creationline.com\/tech-blog\/#\/schema\/person\/7a9c09b6fc036bd56d9a7f7264389616","name":"lee","image":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/secure.gravatar.com\/avatar\/278a9c7ed6393635496209225c69f2d6caf4f4b360cf0c2a80ada723070d4f94?s=96&d=wp_user_avatar&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/278a9c7ed6393635496209225c69f2d6caf4f4b360cf0c2a80ada723070d4f94?s=96&d=wp_user_avatar&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/278a9c7ed6393635496209225c69f2d6caf4f4b360cf0c2a80ada723070d4f94?s=96&d=wp_user_avatar&r=g","caption":"lee"},"description":"\u30e2\u30c0\u30f3\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u30fc\u57fa\u76e4\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u30a2\u30fc\u30ad\u30c6\u30af\u30c8\u3068\u3057\u3066\u6d3b\u52d5\u3057\u3066\u3044\u307e\u3059\u3002 [\u8457\u66f8] \u30fbAmazon Cloud\u30c6\u30af\u30cb\u30ab\u30eb\u30ac\u30a4\u30c9\u2015EC2\/S3\u304b\u3089VPC\u307e\u3067\u5fb9\u5e95\u89e3\u6790 \u30fbAmazon Elastic MapReduce\u30c6\u30af\u30cb\u30ab\u30eb\u30ac\u30a4\u30c9 \u2015\u30af\u30e9\u30a6\u30c9\u578bHadoop\u3067\u5b9f\u73fe\u3059\u308b\u5927\u898f\u6a21\u5206\u6563\u51e6\u7406 \u30fbCypher\u30af\u30a8\u30ea\u30fc\u8a00\u8a9e\u306e\u4e8b\u4f8b\u3067\u5b66\u3076\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9Neo4j \u30fbNeo4j\u3092\u4f7f\u3046\u30b0\u30e9\u30d5\u578b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5165\u9580(\u5171\u8457) \u30fbRDB\u6280\u8853\u8005\u306e\u305f\u3081\u306eNoSQL\u30ac\u30a4\u30c9(\u5171\u8457)","sameAs":["https:\/\/x.com\/@awk256"],"url":"https:\/\/www.creationline.com\/tech-blog\/author\/lee"}]}},"_links":{"self":[{"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/posts\/69269","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/users\/13"}],"replies":[{"embeddable":true,"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/comments?post=69269"}],"version-history":[{"count":29,"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/posts\/69269\/revisions"}],"predecessor-version":[{"id":70538,"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/posts\/69269\/revisions\/70538"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/media\/69284"}],"wp:attachment":[{"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/media?parent=69269"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/categories?post=69269"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/tags?post=69269"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}