{"id":26420,"date":"2025-12-04T12:08:39","date_gmt":"2025-12-04T12:08:39","guid":{"rendered":"https:\/\/pokecon.jp\/job\/?p=26420"},"modified":"2025-12-04T12:08:39","modified_gmt":"2025-12-04T12:08:39","slug":"%e3%80%90reinent-2025%e3%80%91implementing-observability-at-scale-a-blueprint-for-success-cop328-%e5%8f%82%e5%8a%a0%e3%83%ac%e3%83%9d%e3%83%bc%e3%83%88","status":"publish","type":"post","link":"https:\/\/pokecon.jp\/job\/26420\/","title":{"rendered":"\u3010re:Inent 2025\u3011Implementing observability at scale: A blueprint for success (COP328) \u53c2\u52a0\u30ec\u30dd\u30fc\u30c8"},"content":{"rendered":"\n<\/p>\n<div>\n<h2 id=\"\u306f\u3058\u3081\u306b\">\u306f\u3058\u3081\u306b<\/h2>\n<p>\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30af\u30e9\u30a6\u30c9\u672c\u90e8\u306e\u5c0f\u6797\u3067\u3059\u3002<\/p>\n<p>AWS re:Invent 2025\u3067\u958b\u50ac\u3055\u308c\u305f\u30bb\u30c3\u30b7\u30e7\u30f3\u300cImplementing observability at scale: A blueprint for success (COP328)\u300d\u306b\u3066\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u898f\u6a21\u306e\u8907\u96d1\u306a\u74b0\u5883\u306b\u304a\u3044\u3066\u3001\u3044\u304b\u306b\u3057\u3066\u52b9\u679c\u7684\u304b\u3064\u52b9\u7387\u7684\u306a\u30aa\u30d6\u30b6\u30fc\u30d0\u30d3\u30ea\u30c6\u30a3\uff08\u53ef\u89b3\u6e2c\u6027\uff09\u3092\u5b9f\u73fe\u3059\u308b\u304b\u3001\u3053\u306e\u70ba\u306e\u9053\u7b4b\u30fb\u30d6\u30eb\u30fc\u30d7\u30ea\u30f3\u30c8\u306e\u8aac\u660e\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>Amazon \u81ea\u8eab\u304c\u5404\u30b5\u30fc\u30d3\u30b9\u306e\u76e3\u8996\u306b CloudWatch \u3092\u4f7f\u7528\u3057\u3066\u304a\u308a\u3001\u5b9f\u8df5\u30ac\u30a4\u30c9\u3068\u3057\u3066\u3082\u975e\u5e38\u306b\u53c2\u8003\u306b\u306a\u308a\u307e\u3057\u305f\u306e\u3067\u3001\u30bb\u30c3\u30b7\u30e7\u30f3\u5185\u5bb9\u3092\u304b\u3044\u3064\u307e\u3093\u3067\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n<h2 id=\"\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u898f\u6a21\u306e-Observability-\u306b\u304a\u3051\u308b\u73fe\u72b6\u3068\u8ab2\u984c\">\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u898f\u6a21\u306e Observability \u306b\u304a\u3051\u308b\u73fe\u72b6\u3068\u8ab2\u984c<\/h2>\n<h3 id=\"\u898f\u6a21\u306e\u73fe\u5b9f\">\u898f\u6a21\u306e\u73fe\u5b9f<\/h3>\n<p>\u5f93\u6765\u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3068\u306f\u7570\u306a\u308a\u3001\u73fe\u4ee3\u306e\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u74b0\u5883\u306f\u6975\u3081\u3066\u5927\u898f\u6a21\u304b\u3064\u8907\u96d1\u5316\u3057\u3066\u3044\u308b<\/p>\n<ul>\n<li><strong>\u30a4\u30f3\u30d5\u30e9\u306e\u898f\u6a21<\/strong>: \u8907\u6570\u30ea\u30fc\u30b8\u30e7\u30f3\u306b\u307e\u305f\u304c\u308b\u6570\u767e\uff5e\u6570\u5343\u306eAWS\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u7ba1\u7406\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b<\/li>\n<li><strong>\u30b5\u30fc\u30d3\u30b9\u306e\u8907\u96d1\u6027<\/strong>: \u6570\u5343\u3001\u6642\u306b\u306f\u6570\u5341\u4e07\u3082\u306e\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u304c\u5b58\u5728\u3059\u308b<\/li>\n<li><strong>\u30c7\u30fc\u30bf\u91cf<\/strong>: \u65e5\u6b21\u3067\u30da\u30bf\u30d0\u30a4\u30c8\u7d1a\u306e\u30c6\u30ec\u30e1\u30c8\u30ea\u30c7\u30fc\u30bf\u304c\u767a\u751f\u3059\u308b\u30b1\u30fc\u30b9\u3082\u3042\u308b<\/li>\n<\/ul>\n<h3 id=\"\u76f4\u9762\u3059\u308b\u4e3b\u306a\u8ab2\u984c\">\u76f4\u9762\u3059\u308b\u4e3b\u306a\u8ab2\u984c<\/h3>\n<p>\u898f\u6a21\u306e\u62e1\u5927\u306b\u4f34\u3044\u3001\u591a\u304f\u306e\u7d44\u7e54\u304c\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u8ab2\u984c\u3092\u62b1\u3048\u3066\u3044\u308b<\/p>\n<ul>\n<li><strong>\u30c4\u30fc\u30eb\u306e\u65ad\u7247\u5316<\/strong>: \u30ed\u30b0\u3001\u30c8\u30ec\u30fc\u30b9\u3001\u30e1\u30c8\u30ea\u30af\u30b9\u304c\u5225\u3005\u306e\u30c4\u30fc\u30eb\u306b\u5206\u6563\u3057\u3066\u304a\u308a\u3001\u7ba1\u7406\u304c\u56f0\u96e3<\/li>\n<li><strong>\u30b3\u30b9\u30c8\u3068\u30a2\u30e9\u30fc\u30c8<\/strong>: \u76e3\u8996\u30b3\u30b9\u30c8\u306e\u5897\u5927\u306b\u52a0\u3048\u3001\u5927\u91cf\u306e\u30a2\u30e9\u30fc\u30c8\u306b\u3088\u308a\u91cd\u8981\u306a\u554f\u984c\u304c\u898b\u9003\u3055\u308c\u308b\u30ea\u30b9\u30af\u304c\u3042\u308b<\/li>\n<li><strong>\u30b5\u30a4\u30ed\u5316\u3068\u624b\u52d5\u904b\u7528<\/strong>: \u30c7\u30fc\u30bf\u3084\u30c1\u30fc\u30e0\u304c\u30b5\u30a4\u30ed\u5316\u3057\u3001\u8907\u6570\u306e\u30c4\u30fc\u30eb\u9593\u3067\u624b\u52d5\u306b\u3088\u308b\u76f8\u95a2\u5206\u6790\uff08\u30bf\u30d6\u306e\u5207\u308a\u66ff\u3048\u306a\u3069\uff09\u304c\u5f37\u3044\u3089\u308c\u308b\u3002\u89e3\u6c7a\u307e\u3067\u306e\u6642\u9593\uff08MTTR\uff09\u304c\u5897\u52a0\u3059\u308b<\/li>\n<\/ul>\n<h3 id=\"\u30d3\u30b8\u30cd\u30b9\u3078\u306e\u5f71\u97ff\">\u30d3\u30b8\u30cd\u30b9\u3078\u306e\u5f71\u97ff<\/h3>\n<p>Observability\u304c\u9069\u5207\u306b\u30b9\u30b1\u30fc\u30eb\u3057\u306a\u3044\u5834\u5408\u3001\u6280\u8853\u7684\u306a\u554f\u984c\u3060\u3051\u3067\u306a\u304f\u751a\u5927\u306a\u30d3\u30b8\u30cd\u30b9\u640d\u5931\u3092\u62db\u304f<\/p>\n<ul>\n<li><strong>\u30c0\u30a6\u30f3\u30bf\u30a4\u30e0\u30b3\u30b9\u30c8<\/strong>: 90%\u306e\u4f01\u696d\u30671\u6642\u9593\u3042\u305f\u308a30\u4e07\u30c9\u30eb\u4ee5\u4e0a\u300141%\u306e\u4f01\u696d\u3067\u306f100\u4e07\uff5e500\u4e07\u30c9\u30eb\u306e\u640d\u5931\u304c\u767a\u751f\u3059\u308b<\/li>\n<li><strong>\u305d\u306e\u4ed6\u306e\u640d\u5931<\/strong>: \u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u751f\u7523\u6027\u4f4e\u4e0b\u3001\u9867\u5ba2\u4f53\u9a13\u306e\u60aa\u5316\u3001\u793e\u4f1a\u7684\u4fe1\u7528\u306e\u5931\u589c\u3001\u6a5f\u80fd\u30ea\u30ea\u30fc\u30b9\u306e\u9045\u5ef6\u306a\u3069\u306b\u3064\u306a\u304c\u308b<\/li>\n<\/ul>\n<h2 id=\"\u30e1\u30c8\u30ea\u30af\u30b9\u306b\u5bfe\u3059\u308b\u8003\u3048\u65b9\u306e\u8ee2\u63db\">\u30e1\u30c8\u30ea\u30af\u30b9\u306b\u5bfe\u3059\u308b\u8003\u3048\u65b9\u306e\u8ee2\u63db<\/h2>\n<h3 id=\"\u5f93\u6765\u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306e\u9650\u754c\">\u5f93\u6765\u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306e\u9650\u754c<\/h3>\n<p>\u3053\u308c\u307e\u3067\u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306f\u3001\u30a4\u30f3\u30d5\u30e9\uff08CPU\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306a\u3069\uff09\u3084\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3001\u305d\u3057\u3066\u300c\u30b4\u30fc\u30eb\u30c7\u30f3\u30b7\u30b0\u30ca\u30eb\uff08\u30ec\u30a4\u30c6\u30f3\u30b7\u3001\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u3001\u30a8\u30e9\u30fc\u3001\u98fd\u548c\u5ea6\uff09\u300d\u3068\u3044\u3063\u305f\u6280\u8853\u7684\u306a\u6307\u6a19\u3092\u4e0b\u304b\u3089\u7a4d\u307f\u4e0a\u3052\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u4e00\u822c\u7684<br \/>\u2192\u3000 <strong>\u591a\u304f\u306e\u7d44\u7e54\u306f\u3053\u306e\u6280\u8853\u7684\u306a\u30ec\u30a4\u30e4\u30fc\u3067\u601d\u8003\u304c\u6b62\u307e\u3063\u3066\u3057\u307e\u3063\u3066\u3044\u308b<\/strong><\/p>\n<h3 id=\"\u30d3\u30b8\u30cd\u30b9\u6210\u679cBusiness-Outcomes\u3078\u306e\u8ee2\u63db\">\u30d3\u30b8\u30cd\u30b9\u6210\u679c\uff08Business Outcomes\uff09\u3078\u306e\u8ee2\u63db<\/h3>\n<p>\u65b0\u305f\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3068\u3057\u3066\u3001\u6280\u8853\u6307\u6a19\u306e\u4e0a\u306b\u300c\u30d3\u30b8\u30cd\u30b9\u6210\u679c\u300d\u3068\u3044\u3046\u6700\u4e0a\u4f4d\u306e\u30ec\u30a4\u30e4\u30fc\u3092\u8a2d\u3051\u3001\u9867\u5ba2\u306b\u3068\u3063\u3066\u771f\u306b\u91cd\u8981\u306a\u6307\u6a19\u3092\u8a08\u6e2c\u3059\u308b\u3053\u3068\u3092\u63a8\u5968\u3059\u308b<\/p>\n<ul>\n<li><strong>\u9867\u5ba2\u8996\u70b9\u306e\u91cd\u8996<\/strong>: \u9867\u5ba2\u306f\u30b5\u30fc\u30d0\u30fc\u306eCPU\u4f7f\u7528\u7387\u3084\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u306b\u306f\u95a2\u5fc3\u304c\u306a\u304f\u3001\u300c\u5546\u54c1\u304c\u8cb7\u3048\u308b\u304b\u300d\u3068\u3044\u3063\u305f\u81ea\u8eab\u306e\u4f53\u9a13\u306b\u95a2\u308f\u308b\u4e8b\u8c61\u3092\u6c17\u306b\u3057\u3066\u3044\u308b<\/li>\n<li><strong>Amazon\u306e\u4f8b<\/strong>: Amazon.com\u306b\u304a\u3044\u3066\u6700\u3082\u91cd\u8981\u306a\u6307\u6a19\u306f\u3001\u6280\u8853\u7684\u306a\u6570\u5024\u3067\u306f\u306a\u304f\u300cOrders Per Minute\uff081\u5206\u3042\u305f\u308a\u306e\u6ce8\u6587\u6570\uff09\u300d\u3068\u3057\u3066\u3044\u308b<\/li>\n<\/ul>\n<h3 id=\"\u30d3\u30b8\u30cd\u30b9\u6210\u679c\u3092\u8a08\u6e2c\u3059\u308b\u610f\u7fa9\">\u30d3\u30b8\u30cd\u30b9\u6210\u679c\u3092\u8a08\u6e2c\u3059\u308b\u610f\u7fa9<\/h3>\n<p>\u30d3\u30b8\u30cd\u30b9\u6210\u679c\u3092\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306e\u6307\u6a19\u306b\u542b\u3081\u308b\u3079\u304d\u7406\u7531\u306f\u4e3b\u306b2\u3064\u3042\u308b<\/p>\n<ul>\n<li><strong>\u78ba\u5b9f\u306a\u7570\u5e38\u691c\u77e5<\/strong>: \u6280\u8853\u7684\u306a\u30e1\u30c8\u30ea\u30af\u30b9\u306b\u7570\u5e38\u304c\u898b\u3089\u308c\u306a\u304f\u3066\u3082\u3001\u30d3\u30b8\u30cd\u30b9\u6307\u6a19\uff08\u6ce8\u6587\u6570\u306e\u6025\u843d\u306a\u3069\uff09\u3092\u76e3\u8996\u3057\u3066\u3044\u308c\u3070\u3001\u554f\u984c\u306e\u767a\u751f\u3092\u78ba\u5b9f\u306b\u691c\u77e5\u3067\u304d\u308b<\/li>\n<li><strong>\u5f71\u97ff\u306e\u5b9a\u91cf\u5316<\/strong>: \u6280\u8853\u7684\u306a\u554f\u984c\u304c\u767a\u751f\u3057\u305f\u969b\u3001\u305d\u308c\u304c\u30d3\u30b8\u30cd\u30b9\u306b\u5177\u4f53\u7684\u306b\u3069\u308c\u3060\u3051\u306e\u5f71\u97ff\u3092\u4e0e\u3048\u3066\u3044\u308b\u304b\u3092\u3001\u63a8\u6e2c\u3067\u306f\u306a\u304f\u6b63\u78ba\u306b\u628a\u63e1\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308b<\/li>\n<\/ul>\n<h2 id=\"\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba-Observability-\u306e-Blueprint\">\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba Observability \u306e Blueprint<\/h2>\n<p>\u5927\u898f\u6a21\u74b0\u5883\u3067 Observability \u3092\u6210\u529f\u3055\u305b\u308b\u305f\u3081\u306b\u63d0\u793a\u3057\u305f\u5168\u4f53\u50cf\uff08\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\uff09\u3002<\/p>\n<p>\u30de\u30eb\u30c1\u30a2\u30ab\u30a6\u30f3\u30c8\u30fb\u30de\u30eb\u30c1\u30ea\u30fc\u30b8\u30e7\u30f3\u3067\u306e\u904b\u7528\u3092\u524d\u63d0\u3068\u3057\u3001\u4e3b\u306b\u4ee5\u4e0b\u306e2\u3064\u306e\u5c64\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n<ul>\n<li><strong>Operational Excellence<\/strong>: \u30ed\u30b0\u306e\u4e00\u5143\u5316\u3001\u30e1\u30c8\u30ea\u30af\u30b9\u53ce\u96c6\u306e\u7d71\u4e00\u3001\u5206\u6563\u30c8\u30ec\u30fc\u30b7\u30f3\u30b0\u306e\u5b9f\u88c5\u3092\u901a\u3058\u3066\u3001\u5f37\u56fa\u306a\u76e3\u8996\u57fa\u76e4\u3092\u78ba\u7acb\u3059\u308b<\/li>\n<li><strong>Intelligence Layer<\/strong>: \u53ce\u96c6\u3057\u305f\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3001AI\u306b\u3088\u308b\u7570\u5e38\u691c\u77e5\u3001\u9ad8\u30ab\u30fc\u30c7\u30a3\u30ca\u30ea\u30c6\u30a3\u5206\u6790\u3001\u81ea\u52d5\u76f8\u95a2\u5206\u6790\u306a\u3069\u3092\u9069\u7528\u3057\u3001\u9ad8\u5ea6\u306a\u6d1e\u5bdf\u3092\u5f97\u308b<\/li>\n<\/ul>\n<h2 id=\"Amazon\u306b\u304a\u3051\u308b\u5b9f\u8df5\">Amazon\u306b\u304a\u3051\u308b\u5b9f\u8df5<\/h2>\n<p>Amazon\u793e\u5185\u306eCloudWatch\u30c1\u30fc\u30e0\u3067\u306f\u3001\u6708\u9593 20 \u4eac\u4ef6\u4ee5\u4e0a\u306e\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u51e6\u7406\u3059\u308b\u8d85\u5927\u898f\u6a21\u74b0\u5883\u306b\u304a\u3044\u3066\u3001\u4e0a\u8a18\u306e Blueprint \u3092\u3082\u3068\u306b\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u5b9f\u8df5\u3057\u3066\u3044\u308b<\/p>\n<ul>\n<li><strong>\u6a19\u6e96\u5316\u3068\u81ea\u52d5\u5316<\/strong>: \u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u3054\u3068\u306e\u8907\u96d1\u6027\u3092\u7ba1\u7406\u3059\u308b\u305f\u3081\u3001\u300cTwo-Pizza Teams\uff08\u5c11\u4eba\u6570\u30c1\u30fc\u30e0\uff09\u300d\u30e2\u30c7\u30eb\u3092\u63a1\u7528\u3002\u30b5\u30fc\u30d3\u30b9\u306e\u4f5c\u6210\u306b\u306f\u6a19\u6e96\u5316\u3055\u308c\u305f\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u4f7f\u7528\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30ed\u30b0\u3084\u30c8\u30ec\u30fc\u30b9\u304c\u81ea\u52d5\u7684\u306b\u7d44\u307f\u8fbc\u307e\u308c\u3001\u958b\u767a\u8005\u306f\u610f\u8b58\u3059\u308b\u3053\u3068\u306a\u304f\u7d71\u4e00\u3055\u308c\u305f\u30c6\u30ec\u30e1\u30c8\u30ea\u3092\u53ce\u96c6\u3067\u304d\u308b<\/li>\n<li><strong>\u9ad8\u30ab\u30fc\u30c7\u30a3\u30ca\u30ea\u30c6\u30a3\u3078\u306e\u5bfe\u5fdc<\/strong>: \u9867\u5ba2ID\u3084\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u3088\u308b\u30e1\u30c8\u30ea\u30af\u30b9\u7206\u767a\uff08\u30b3\u30b9\u30c8\u5897\u5927\uff09\u3092\u9632\u3050\u76ee\u7684\u3067\u3001Contributor Insights \u306a\u3069\u3092\u6d3b\u7528\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u69cb\u9020\u5316\u30ed\u30b0\u304b\u3089\u5f71\u97ff\u3092\u53d7\u3051\u3066\u3044\u308b\u4e0a\u4f4d\u306e\u9867\u5ba2\uff08\u30c8\u30c3\u30d7N\uff09\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u7279\u5b9a\u30fb\u5206\u6790\u3057\u3066\u3044\u308b<\/li>\n<li><strong>\u9ad8\u5ea6\u306a\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u5bfe\u5fdc<\/strong>: \u5927\u91cf\u306e\u30a2\u30e9\u30fc\u30c8\u306b\u3088\u308b\u30a2\u30e9\u30fc\u30c8\u75b2\u308c\u3092\u9632\u3050\u305f\u3081\u3001\u5358\u767a\u306e\u30a2\u30e9\u30fc\u30e0\u3067\u306f\u306a\u304f\u8907\u6570\u306e\u30a2\u30e9\u30fc\u30e0\u3092\u96c6\u7d04\u3059\u308b\u300cComposite Alarms\u300d\u3092\u5229\u7528\u3002\u3055\u3089\u306b\u3001\u30c1\u30b1\u30c3\u30c8\u8d77\u7968\u3068\u540c\u6642\u306bAI\u306b\u3088\u308b\u81ea\u52d5\u8abf\u67fb\uff08CloudWatch Investigation\uff09\u3092\u30c8\u30ea\u30ac\u30fc\u3057\u3001\u904b\u7528\u8005\u304c\u8abf\u67fb\u3092\u958b\u59cb\u3059\u308b\u524d\u306b\u6839\u672c\u539f\u56e0\u306e\u793a\u5506\u3092\u5f97\u3089\u308c\u308b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u69cb\u7bc9<\/li>\n<li><strong>\u30a2\u30ab\u30a6\u30f3\u30c8\u7ba1\u7406<\/strong>: \u30b5\u30fc\u30d3\u30b9\u306f\u30ea\u30fc\u30b8\u30e7\u30f3\u3084\u30a2\u30ab\u30a6\u30f3\u30c8\u3054\u3068\u306b\u5206\u96e2\u3057\u3066\u30c7\u30d7\u30ed\u30a4\u3055\u308c\u308b\u304c\u3001\u904b\u7528\u76e3\u8996\u306f\u4e2d\u592e\u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u30c7\u30fc\u30bf\u3092\u96c6\u7d04\u3057\u3066\u884c\u3063\u3066\u3044\u308b<\/li>\n<\/ul>\n<h2 id=\"Blueprint-\u306e\u5b9f\u88c5\">Blueprint \u306e\u5b9f\u88c5<\/h2>\n<h3 id=\"\u5927\u898f\u6a21\u5b9f\u88c5\u306e\u305f\u3081\u306e\u57fa\u76e4\u3068\u53ef\u8996\u5316\">\u5927\u898f\u6a21\u5b9f\u88c5\u306e\u305f\u3081\u306e\u57fa\u76e4\u3068\u53ef\u8996\u5316<\/h3>\n<p>\u5927\u898f\u6a21\u74b0\u5883\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u7ba1\u7406\u306e\u52b9\u7387\u5316\u3068\u3001\u624b\u4f5c\u696d\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u305f\u53ef\u8996\u5316\u306e\u5b9f\u73fe\u306b\u3064\u3044\u3066<\/p>\n<ul>\n<li><strong>\u30ed\u30b0\u3068\u30a2\u30e9\u30fc\u30e0\u306e\u4e00\u5143\u7ba1\u7406<\/strong>:<br \/>\n\u76f4\u8fd1\u3067\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u305fCloudWatch\u306b\u3088\u308b\u30ed\u30b0\u4e00\u5143\u7ba1\u7406\u6a5f\u80fd\u3092\u7528\u3044\u3066\u3001\u30ed\u30b0\u3001\u30e1\u30c8\u30ea\u30af\u30b9\u3001\u30c8\u30ec\u30fc\u30b9\u3092\u5358\u4e00\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u30fb\u30ea\u30fc\u30b8\u30e7\u30f3\u306b\u96c6\u7d04\u3002\u30c7\u30fc\u30bf\u306e\u30b5\u30a4\u30ed\u5316\u3092\u89e3\u6d88\u3059\u308b\u3002\u307e\u305f\u3001\u300cMetrics Insights\u300d\u3092\u7528\u3044\u3066SQL\u30e9\u30a4\u30af\u306a\u30af\u30a8\u30ea\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u3067\u3001\u6570\u4e07\u306e\u30ea\u30bd\u30fc\u30b9\u306b\u5bfe\u3057\u3066\u3082\u5358\u4e00\u306e\u30a2\u30e9\u30fc\u30e0\u8a2d\u5b9a\u3067\u76e3\u8996\u3092\u53ef\u80fd\u306b\u3057\u3001\u30a2\u30e9\u30fc\u30e0\u7ba1\u7406\u306e\u7169\u96d1\u3055\u3092\u89e3\u6c7a\u3059\u308b<\/li>\n<li><strong>\u30c8\u30ec\u30fc\u30b9\u5206\u6790<\/strong>: \u300cTransaction Search\u300d\u306b\u3088\u308a\u3001\u3059\u3079\u3066\u306e\u30c8\u30ec\u30fc\u30b9\uff08100%\uff09\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u691c\u7d22\u30fb\u5206\u6790\u53ef\u80fd\u306b\u3057\u3001\u91cd\u8981\u306a\u4e8b\u8c61\u306e\u898b\u9003\u3057\u3092\u9632\u3050<\/li>\n<li><strong>\u81ea\u52d5\u8a08\u88c5\u306b\u3088\u308b\u53ef\u8996\u5316<\/strong>: \u300cApplication Signals\u300d\u3084\u5404\u7a2eInsights\uff08Container, Database, Lambda\uff09\u3092\u6d3b\u7528\u3057\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d9\u30fc\u30b9\u3067\u306e\u81ea\u52d5\u8a08\u88c5\u3092\u5b9f\u73fe\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30b3\u30fc\u30c9\u5909\u66f4\u306e\u624b\u9593\u306a\u304f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u5c64\u307e\u3067\u306e\u8a73\u7d30\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30c7\u30fc\u30bf\u3092\u6a19\u6e96\u5316\u3057\u3066\u53ce\u96c6\u30fb\u53ef\u8996\u5316\u3059\u308b<\/li>\n<\/ul>\n<h3 id=\"\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068-AI-\u306e\u6d3b\u7528\">\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068 AI \u306e\u6d3b\u7528<\/h3>\n<p>\u57fa\u76e4\u304c\u6574\u3063\u305f\u74b0\u5883\u306b\u5bfe\u3057\u3001AI\/ML\u3092\u9069\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u4eba\u9593\u3067\u306f\u56f0\u96e3\u306a\u898f\u6a21\u306e\u5206\u6790\u3092\u81ea\u52d5\u5316\u3057\u3001\u969c\u5bb3\u5bfe\u5fdc\u306e\u8fc5\u901f\u5316\u3092\u56f3\u308b<\/p>\n<ul>\n<li><strong>3\u672c\u67f1\u306e\u7570\u5e38\u691c\u77e5<\/strong>: \u300cAI-Powered Anomaly Detection\u300d\u306b\u3088\u308a\u3001\u30e1\u30c8\u30ea\u30af\u30b9\uff08\u5b63\u7bc0\u6027\u3092\u8003\u616e\uff09\u3001\u30ed\u30b0\uff08\u30d1\u30bf\u30fc\u30f3\u306e\u5909\u5316\uff09\u3001\u30c8\u30ec\u30fc\u30b9\uff08\u30ec\u30a4\u30c6\u30f3\u30b7\u3084\u30a8\u30e9\u30fc\uff09\u306e\u3059\u3079\u3066\u306b\u304a\u3044\u3066\u3001AI\u304c\u81ea\u52d5\u7684\u306b\u7570\u5e38\u3092\u691c\u77e5<\/li>\n<li><strong>\u81ea\u52d5\u8abf\u67fb\u3068\u6839\u672c\u539f\u56e0\u5206\u6790<\/strong>: \u300cCloudWatch Investigations\u300d\u306b\u3088\u308a\u3001\u30a2\u30e9\u30fc\u30e0\u767a\u706b\u6642\u306b\u30e1\u30c8\u30ea\u30af\u30b9\u3001\u30ed\u30b0\u3001\u30c8\u30ec\u30fc\u30b9\u3001\u5909\u66f4\u30a4\u30d9\u30f3\u30c8\u3092\u3082\u3068\u306b\u81ea\u52d5\u3067\u76f8\u95a2\u5206\u6790\u3092\u5b9f\u65bd\u3002AI\u304c\u81ea\u7136\u8a00\u8a9e\u3067\u6839\u672c\u539f\u56e0\u3092\u63d0\u793a\u3057\u3001\u63a8\u5968\u3055\u308c\u308b\u5bfe\u5fdc\u624b\u9806\uff08Runbook\uff09\u307e\u3067\u6848\u5185\u3002\u8abf\u67fb\u6642\u9593\u3092\u5927\u5e45\u306b\u77ed\u7e2e\u3059\u308b<\/li>\n<li><strong>\u5bfe\u8a71\u578b\u306e\u904b\u7528<\/strong>: \u300cMCP Servers\uff08Model Context Protocol\u5bfe\u5fdc\u30b5\u30fc\u30d0\u30fc\uff09\u300d\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u904b\u7528\u8005\u306f\u81ea\u7136\u8a00\u8a9e\u3067\u30b7\u30b9\u30c6\u30e0\u306e\u72b6\u6cc1\u3092\u554f\u3044\u5408\u308f\u305b\u53ef\u80fd\u3068\u3057\u305f\u3002AI\u304c\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\u3084\u30ea\u30bd\u30fc\u30b9\u72b6\u6cc1\u3092\u6a2a\u65ad\u7684\u306b\u8abf\u67fb\u3057\u3001\u969c\u5bb3\u306e\u5f71\u97ff\u7bc4\u56f2\u3084\u539f\u56e0\u3092\u5373\u5ea7\u306b\u56de\u7b54\u3059\u308b<\/li>\n<\/ul>\n<h2 id=\"\u5c0e\u5165\u6226\u7565\">\u5c0e\u5165\u6226\u7565<\/h2>\n<p>\u9ad8\u5ea6\u306aAI\u6a5f\u80fd\u3092\u5229\u7528\u3059\u308b\u524d\u306b\u3001\u307e\u305a\u306f\u57fa\u790e\u3092\u56fa\u3081\u308b\u6bb5\u968e\u7684\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u63a8\u5968\u3055\u308c\u308b\u3002<\/p>\n<h3 id=\"1-\u57fa\u76e4\u306e\u78ba\u7acb\">1. \u57fa\u76e4\u306e\u78ba\u7acb<\/h3>\n<p>AI\u6d3b\u7528\u3084\u9ad8\u5ea6\u306a\u5206\u6790\u306e\u524d\u63d0\u3068\u3057\u3066\u3001\u307e\u305a\u306f\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30a2\u30ab\u30a6\u30f3\u30c8\u306e\u69cb\u6210\u3001\u30ed\u30b0\u306e\u4e00\u5143\u5316\uff08Centralized Logging\uff09\u3001\u4fdd\u6301\u30dd\u30ea\u30b7\u30fc\u306e\u7b56\u5b9a\u3092\u5b9f\u65bd\u3057\u3001\u30c7\u30fc\u30bf\u3092\u96c6\u7d04\u30fb\u6a19\u6e96\u5316\u3059\u308b<\/p>\n<p>\u4f75\u305b\u3066\u3001\u30a2\u30e9\u30fc\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u6574\u5099\u3084\u30ea\u30bd\u30fc\u30b9\u3078\u306e\u30bf\u30b0\u4ed8\u3051\u3001\u30ed\u30b0\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\uff08JSON\u5316\u306a\u3069\uff09\u306e\u7d71\u4e00\u3092\u884c\u3046<\/p>\n<h3 id=\"2-\u30a4\u30f3\u30b5\u30a4\u30c8\u306e\u53ef\u8996\u5316-Insights\">2. \u30a4\u30f3\u30b5\u30a4\u30c8\u306e\u53ef\u8996\u5316 (Insights)<\/h3>\n<p>\u6b21\u306b\u3001\u300cContainer Insights\u300d\u3084\u300cDatabase Insights\u300d\u306a\u3069\u3001\u6709\u52b9\u5316\u3059\u308b\u3060\u3051\u3067\u8a73\u7d30\u306a\u53ef\u8996\u6027\u304c\u5f97\u3089\u308c\u308b\u6a5f\u80fd\u3092\u5c55\u958b\u3059\u308b<\/p>\n<p>EC2\u3078\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5c0e\u5165\u3084\u300cApplication Signals\u300d\u306b\u3088\u308b\u81ea\u52d5\u8a08\u88c5\u3092\u884c\u3044\u3001\u30a4\u30f3\u30d5\u30e9\u304b\u3089\u30a2\u30d7\u30ea\u5c64\u307e\u3067\u306e\u53ef\u8996\u6027\u3092\u78ba\u4fdd\u3059\u308b<\/p>\n<h3 id=\"3-\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306e\u9069\u7528-Intelligence\">3. \u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306e\u9069\u7528 (Intelligence)<\/h3>\n<p>\u96c6\u7d04\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u57fa\u306b\u3001\u300cContributor Insights\u300d\u3084\u300cAnomaly Detection\u300d\u3092\u6d3b\u7528\u3057\u3001\u9ad8\u5ea6\u306a\u6d1e\u5bdf\u3092\u5f97\u308b<\/p>\n<p>\u3055\u3089\u306b\u3001\u300cCloudWatch Investigations\u300d\u306b\u3088\u308b\u8abf\u67fb\u3084\u3001SSM Runbook\u306b\u3088\u308b\u81ea\u52d5\u4fee\u5fa9\u3001\u30c1\u30e3\u30c3\u30c8\u30c4\u30fc\u30eb\u9023\u643a\u306a\u3069\u3001\u904b\u7528\u306e\u81ea\u52d5\u5316\u3068\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u7d71\u5408\u3092\u9032\u3081\u308b<\/p>\n<h3 id=\"4-\u30b3\u30b9\u30c8\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u6700\u9069\u5316-Optimization\">4. \u30b3\u30b9\u30c8\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u6700\u9069\u5316 (Optimization)<\/h3>\n<p>\u6700\u7d42\u6bb5\u968e\u3068\u3057\u3066\u3001\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u306e\u30b3\u30b9\u30c8\u52b9\u7387\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u8abf\u6574\u3059\u308b<\/p>\n<p>\u30a2\u30e9\u30fc\u30e0\u306e\u96c6\u7d04\uff08Composite 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id=\"\u307e\u3068\u3081\">\u307e\u3068\u3081<\/h2>\n<p>\u30bb\u30c3\u30b7\u30e7\u30f3\u3092\u901a\u3057\u3066\u5358\u306b\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u300c\u30d3\u30b8\u30cd\u30b9\u3078\u306e\u5f71\u97ff\u3092\u53ef\u8996\u5316\u300d\u3057\u3001\u300c\u30c7\u30fc\u30bf\u3092\u4e00\u5143\u5316\u30fb\u76f8\u95a2\u4ed8\u3051\u300d\u3057\u3001\u300cAI\u3067\u904b\u7528\u8ca0\u8377\u3092\u4e0b\u3052\u308b\u300d\u3053\u3068\u3067\u3001Amazon\u306e\u3088\u3046\u306a\u5927\u898f\u6a21\u74b0\u5883\u3067\u3082\u8010\u3048\u3046\u308b\u76e3\u8996\u57fa\u76e4\u3092\u69cb\u7bc9\u3059\u308b\u3001\u975e\u5e38\u306b\u826f\u3044\u5b9f\u8df5\u30ac\u30a4\u30c9\u3067\u3042\u3063\u305f\u3068\u611f\u3058\u307e\u3057\u305f\u3002<\/p>\n<p>\u300cContributor Insights\u300d\u306f\u79c1\u81ea\u8eab\u3001\u672c\u756a\u74b0\u5883\u3067\u8a66\u3057\u305f\u3053\u3068\u304c\u306a\u304f\u3001\u307e\u305f\u73fe\u5730\u306e\u53c2\u52a0\u8005\u3067\u3082\u5229\u7528\u7387\u304c\u4f4e\u3044\u3082\u306e\u3067\u3057\u305f\u304c\u3001\u300cApplication Signals\u300d\u7b49\u3068\u3068\u3082\u306b\u3001\u305f\u3060\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u96c6\u3081\u3066\u7d42\u308f\u308a\u3067\u306f\u306a\u304f\u3001\u305d\u306e\u5148\u306e\u30d3\u30b8\u30cd\u30b9\u6210\u679c\u3092\u8e0f\u307e\u3048\u305f\u76e3\u8996\u3092\u305c\u3072\u5b9f\u8df5\u3057\u3066\u3044\u304d\u305f\u3044\u3067\u3059\u3002<\/p>\n<div class=\"profile-cards-list\">\n<div class=\"profile-card-container\">\n<div class=\"sw-profile\">\n<div class=\"sw-profile__txt-wrap\">\n<p class=\"sw-profile__name\">\u5c0f\u6797 \u5d69\u751f <a target=\"_blank\" href=\"https:\/\/serverworks-blog.hatenablog.com\/archive\/author\/swx-takao-kobayashi\">(\u8a18\u4e8b\u4e00\u89a7)<\/a><\/p>\n<p class=\"sw-profile__txt\">\u5c0e\u5165\uff5e\u8a2d\u8a08\u69cb\u7bc9\uff5e\u904b\u7528\u307e\u3067\u4f55\u3067\u3082\u3057\u305f\u3044\u306a\u3068\u3044\u3063\u305f\u611f\u3058\u3067\u3059\u3002<\/p>\n<\/p><\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/div>\n<p><script>(function(d, s, id) {\n  var js, fjs = d.getElementsByTagName(s)[0];\n  if (d.getElementById(id)) return;\n  js = d.createElement(s); js.id = id;\n  js.src = \"\/\/connect.facebook.net\/ja_JP\/sdk.js#xfbml=1&version=v17.0\";\n  fjs.parentNode.insertBefore(js, fjs);\n}(document, 'script', 'facebook-jssdk'));<\/script><br \/>\n<br \/>\n<br \/><a href=\"https:\/\/blog.serverworks.co.jp\/reinvent2025-cop328-observability-blueprint\">\u5143\u306e\u8a18\u4e8b\u3092\u78ba\u8a8d\u3059\u308b <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"\u306f\u3058\u3081\u306b \u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30af\u30e9\u30a6\u30c9\u672c\u90e8\u306e\u5c0f\u6797\u3067\u3059\u3002 AWS re:Invent 2025\u3067\u958b\u50ac\u3055\u308c\u305f\u30bb\u30c3\u30b7\u30e7\u30f3\u300cImplementing observability at scale: A blueprint for s [&hellip;]","protected":false},"author":1,"featured_media":26421,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[4],"tags":[],"class_list":["post-26420","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-company-tec"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u3010re:Inent 2025\u3011Implementing observability at scale: A blueprint for success (COP328) \u53c2\u52a0\u30ec\u30dd\u30fc\u30c8 - \u30dd\u30b1\u30b3\u30f3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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