{"id":5180,"date":"2023-07-24T10:18:46","date_gmt":"2023-07-24T01:18:46","guid":{"rendered":"https:\/\/cloudopsdays.com\/archive\/2024\/?page_id=5180"},"modified":"2024-10-01T09:48:23","modified_gmt":"2024-10-01T00:48:23","slug":"ondemand","status":"publish","type":"page","link":"https:\/\/cloudopsdays.com\/archive\/2024\/ondemand\/","title":{"rendered":"ON DEMAND SESSIONS"},"content":{"rendered":"\t\t
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ffwd \u306b\u3088\u3063\u3066\u5b9f\u73fe\u3055\u308c\u308b\u30e2\u30d0\u30a4\u30eb\u30b3\u30a2 AIOps\uff08\u691c\u8a3c\u4e8b\u4f8b\u306e\u7d39\u4ecb\uff09<\/h5>

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AI\u3067\u306e\u30c7\u30fc\u30bf\u691c\u7d22\u306b\u3082\u5bfe\u5fdc\uff01 Elasticsearch\/Kibana\u306e\u6700\u5f37\u306e\u30d1\u30a4\u30d7\u578b\u30af\u30a8\u30ea\u30fc\u8a00\u8a9eES|QL\u306e\u7d39\u4ecb<\/h5>

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Hinemos\u304c\u8003\u3048\u308b\u3002\u30b7\u30b9\u30c6\u30e0\u904b\u7528\u306e\u52b9\u7387\u5316\uff0f\u81ea\u5f8b\u5316\u3092\u5b9f\u73fe\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u904b\u7528AI\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u69cb\u60f3<\/h5>

\u7d71\u5408\u904b\u7528\u7ba1\u7406\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u300cHinemos\u300d\u306f\u3001\u751f\u6210AI\u3092\u7528\u3044\u3066\u30b7\u30b9\u30c6\u30e0\u904b\u7528\u306e\u52b9\u7387\u5316\uff0f\u81ea\u5f8b\u5316\u3092\u76ee\u6307\u3059\u300cAI\u30c9\u30ea\u30d6\u30f3\u904b\u7528\u300d\u3092\u63b2\u3052\u3066\u3044\u307e\u3059\u3002\nAI\u30c9\u30ea\u30d6\u30f3\u904b\u7528\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306e\u300c\u30b7\u30b9\u30c6\u30e0\u904b\u7528AI\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u300d\u69cb\u60f3\u306e\u4e00\u4f8b\u3092\u3054\u7d39\u4ecb\u3044\u305f\u3057\u307e\u3059\u3002\n\u30fb\u751f\u6210AI\u3092\u7528\u3044\u305f\u904b\u7528\u81ea\u52d5\u5316\u306e\u30eb\u30fc\u30eb\u81ea\u52d5\u751f\u6210\n\u30fb\u751f\u6210AI\u3092\u7528\u3044\u305f\u904e\u53bb\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u60c5\u5831\u306e\u6709\u52b9\u6d3b\u7528\n\u30fbAzure OpenAI Service\u57fa\u76e4\u306e\u904b\u7528\u7ba1\u7406\n\nNTT\u30c7\u30fc\u30bf\u5148\u7aef\u6280\u8853\u682a\u5f0f\u4f1a\u793e \u3000\u5185\u5c71 \u52c7\u4f5c<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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GAIOps\uff1a\u751f\u6210AI\u6d3b\u7528\u3067IT\u904b\u7528\u6539\u5584\uff5e\u3088\u308a\u826f\u304f\u6d3b\u7528\u3059\u308b\u305f\u3081\u306e\uff17\u3064\u306e\u30dd\u30a4\u30f3\u30c8\uff5e<\/h5>

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\u6b21\u4e16\u4ee3\u3078\u306e\u30b5\u30dd\u30fc\u30c8\u30c7\u30b9\u30af\u306e\u904b\u7528\u6539\u9769\u3068\u9867\u5ba2\u6e80\u8db3\u5ea6\u5411\u4e0a\u3078\u306e\u53d6\u308a\u7d44\u307f<\/h5>

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\n\u30a2\u30a4\u30ec\u30c3\u30c8\u682a\u5f0f\u4f1a\u793e\u3000\u5965\u6751 \u5927<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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\u30b7\u30b9\u30c6\u30e0\u904b\u7528\u306b\u304a\u3051\u308b\u751f\u6210AI\u306e\u6d3b\u7528\u306b\u3064\u3044\u3066<\/h5>

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Azure OpenAI\u3092\u6d3b\u7528\uff01\u30af\u30e9\u30a6\u30c9\u30d9\u30f3\u30c0\u30fc\u304b\u3089\u306e\u901a\u77e5\u5bfe\u5fdc\u306e\u5de5\u6570\u524a\u6e1b<\/h5>

\u30c8\u30ec\u30f3\u30c9\u30de\u30a4\u30af\u30ed\u3067\u306fAzure OpenAI\u3092\u6d3b\u7528\u3057\u3001\u30af\u30e9\u30a6\u30c9\u30d9\u30f3\u30c0\u30fc(Azure\u30fbAWS)\u304b\u3089\u65e5\u3005\u901a\u77e5\u3055\u308c\u308b\u30a4\u30d9\u30f3\u30c8\u30fb\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u6982\u8981\u30fb\u5f71\u97ff\u30b5\u30de\u30ea\u3092\u30c1\u30b1\u30c3\u30c8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u81ea\u52d5\u633f\u5165\u3059\u308b\u3053\u3068\u3067\u52b9\u7387\u7684\u306b\u5bfe\u5fdc\u5de5\u6570\u3092\u524a\u6e1b\u3057\u3066\u3044\u307e\u3059\u3002Azure\u30fbAWS\u3092\u5229\u7528\u3057\u3066\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308b\u65b9\u3001Azure OpenAI\u6d3b\u7528\u306b\u8208\u5473\u304c\u3042\u308b\u65b9\u306b\u662f\u975e\u805e\u3044\u3066\u3044\u305f\u3060\u304d\u305f\u3044\u3067\u3059\u3002\n\n

\n\u30c8\u30ec\u30f3\u30c9\u30de\u30a4\u30af\u30ed\u682a\u5f0f\u4f1a\u793e\u3000\u524d\u5ddd \u6d0b\u5b50
\n\u30c8\u30ec\u30f3\u30c9\u30de\u30a4\u30af\u30ed\u682a\u5f0f\u4f1a\u793e\u3000\u91ce\u672b \u6b66\u5fd7<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Detect issues, correlate symptoms and pinpoint root-cause with Deep-learning BERT and AI-Agents<\/h5>

As log volumes and system scale continue to grow exponentially, manual detection of issues, event correlation, and root cause analysis become increasingly impractical. Recent advancements in transformer-based AI and large language models (LLMs) significantly accelerate progress in observability and AIOps. These advancements enable:\n* Automated detection of both known and previously unidentified issues.\n* Cross-source event correlation, identifying connections between seemingly unrelated events from diverse sources.\n* Rapid root cause pinpointing, leading to faster issue resolution times.\nModern AI solutions must be intrinsically integrated with observability, not simply bolted on as afterthoughts. This presentation will discuss 2 key technical areas:\n* Miniaturized BERT models for deep-learning-based drift detection.\n* LLM-driven Agentic workflows for event correlation, reasoning, and root cause identification.\nTraining accurate AI models requires access to unfiltered, full-volume logs. This necessitates high-scale, low-cost log ingestion, pre-processing, and pipelining specifically designed for AI integration. We will discuss how a cutting-edge, real-time observability data foundation, optimized for handling high-volume, low-value data profiles, seamlessly integrates with modern, native AI services.\n

\nCorezero\u3000Yee Soon<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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\u904b\u7528\u8005\u306e\u5404\u9818\u57df\u3067\u5411\u304d\u5408\u3046LLM<\/h5>

\u672c\u767a\u8868\u3067\u306f\u3001\u904b\u7528\u306e\u4e3b\u8981\u306a\u696d\u52d9\u306b\u304a\u3051\u308bLLM\u306e\u6d3b\u7528\u4e8b\u4f8b\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3001\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u7ba1\u7406\u3001\u30ad\u30e3\u30d1\u30b7\u30c6\u30a3\u30d7\u30e9\u30f3\u30cb\u30f3\u30b0\u3001\u60c5\u5831\u6442\u53d6\u52b9\u7387\u306e\u5411\u4e0a\u3001toil\u524a\u6e1b\u306e\u5b9f\u88c5\u306e\u4ee3\u66ff\u306a\u3069\u3001\u5177\u4f53\u7684\u306a\u6d3b\u7528\u65b9\u6cd5\u3068\u8ab2\u984c\u306b\u3064\u3044\u3066\u8b70\u8ad6\u3057\u307e\u3059\u3002\u904b\u7528\u3068LLM\u306e\u878d\u5408\u306b\u3088\u308b\u30b7\u30b9\u30c6\u30e0\u306e\u4fe1\u983c\u6027\u3068\u904b\u7528\u52b9\u7387\u306e\u5411\u4e0a\u306e\u53ef\u80fd\u6027\u3092\u63a2\u308a\u307e\u3059\u3002\n

\n\u682a\u5f0f\u4f1a\u793e\u30b9\u30ea\u30fc\u30b7\u30a7\u30a4\u30af\u3000nwiizo<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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\u30de\u30eb\u30c1\u30c6\u30ca\u30f3\u30c8\u30af\u30e9\u30b9\u30bf\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u306e\u52d8\u6240<\/h5>

\u79c1\u305f\u3061\u306e\u30c1\u30fc\u30e0\u306f\u3001\u8907\u6570\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u30c1\u30fc\u30e0\u306bCI\/CD\u5b9f\u884c\u74b0\u5883\u3092\u63d0\u4f9b\u3059\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u30c1\u30fc\u30e0\u3067\u3059\u3002\u8907\u6570\u306e\u30e6\u30fc\u30b6\u306b\u5229\u7528\u3055\u308c\u308b\u30de\u30eb\u30c1\u30c6\u30ca\u30f3\u30b7\u30fc\u306eKubernetes\u30af\u30e9\u30b9\u30bf\u306b\u5bfe\u3057\u3001\u79c1\u305f\u3061\u304c\u5b9f\u65bd\u3057\u305f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u306b\u3064\u3044\u3066\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002\n\n\nNTT\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u30ba\u682a\u5f0f\u4f1a\u793e\u3000\u4e2d\u6751 \u771f\u4e4b\u4ecb\n<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Terraform \u3092\u4f7f\u3063\u305f IaC\/GitOps \u306e\u9665\u308a\u3084\u3059\u3044\u7f60\u3092\u56de\u907f\u3057\u305f\u8a71<\/h5>

\u5f53\u6642\u306e Terraform \u3092\u4f7f\u3063\u305f GitOps \u3067 IaC \u3092\u904b\u7528\u3057\u3066\u3044\u308b\u73fe\u5834\u3067\u904b\u7528\u3057\u3065\u3089\u3044\u624b\u6cd5\u3092\u3068\u3063\u3066\u3044\u307e\u3057\u305f\u3002\u79c1\u304c\u305d\u306e\u73fe\u5834\u3067\u3069\u306e\u3088\u3046\u306b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3084\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u69cb\u6210\u3001Terraform\u30b3\u30fc\u30c9\u3092\u518d\u8a2d\u8a08\u3057\u3001\u904b\u7528\u52b9\u7387\u3092\u4e0a\u3052\u305f\u304b\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002\n\n\n\u30af\u30e9\u30a6\u30c9\u30a8\u30fc\u30b9\u682a\u5f0f\u4f1a\u793e\u3000\u963f\u90e8 \u6b63\u5e73\n<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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10\u5e74\u524d\u306e\u30ec\u30ac\u30b7\u30fc\u30b3\u30fc\u30c9\u304c\u79c1\u306b\u6765\u305f<\/h5>

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NFV\u57fa\u76e4\u3067\u5229\u7528\u3057\u3066\u3044\u308bCeph\u30af\u30e9\u30b9\u30bf\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u30a2\u30c3\u30d7\u3092\u5185\u88fd\u5bfe\u5fdc\u3057\u305f\u8a71<\/h5>

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\u65b0\u4eee\u60f3\u5316\u57fa\u76e4\u306eHW\u904b\u7528\u6700\u9069\u5316<\/h5>


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KDDI\u682a\u5f0f\u4f1a\u793e\u3000\u5e73\u585a \u74b0\n<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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\u4ffa\u305f\u3061\u306eAmazon EKS\u30d0\u30fc\u30b8\u30e7\u30f3\u30a2\u30c3\u30d7 - au \u304a\u5ba2\u69d8\u5411\u3051\u30b5\u30fc\u30d3\u30b9\u3092\u652f\u3048\u308b Amazon EKS \u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u30a2\u30c3\u30d7\u5185\u88fd\u5316\u30fb\u52b9\u7387\u5316\u306e\u53d6\u308a\u7d44\u307f -<\/h5>

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\u3084\u308a\u305f\u304f\u3066\u3082\u3067\u304d\u306a\u3044\u904b\u7528\u6539\u9769\uff5e\u904b\u7528\u3092\u3088\u304f\u3059\u308b\u3068\u306f\u3069\u3046\u3044\u3046\u3053\u3068\u306a\u306e\u304b\uff5e<\/h5>

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\n\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t<\/i>\t\t\t<\/span>\n\t\t\t\t\t\t<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\u904b\u7528\u81ea\u52d5\u5316\uff08Dev\/Ops\u3001CI\/CD\u3001IaC\uff09<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t\t\t
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\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\"\"<\/figure>
\u3044\u3061\u3070\u3093\u901f\u3044\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u5bfe\u5fdc\u30c1\u30fc\u30e0\u3092\u3064\u304f\u308b<\/h5>


\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u5bfe\u5fdc\u3057\u3066\u3044\u304f\u4e0a\u3067\u3082\u3063\u3068\u3082\u5927\u4e8b\u306a\u3053\u3068\u3001\u305d\u308c\u306f\u300c\u89e3\u6c7a\u306e\u901f\u3055\u300d\u3067\u3059\u3002\u4e8c\u6b21\u707d\u5bb3\u3092\u8d77\u3053\u3055\u306a\u3044\u3001\u5c06\u6765\u306e\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u306e\u539f\u56e0\u3092\u4f5c\u3089\u306a\u3044\u3068\u3044\u3046\u5236\u7d04\u306e\u4e2d\u3067\u3001\u3044\u304b\u306b\u901f\u304f\u89e3\u6c7a\u3092\u3059\u308b\u304b\u3002\u305d\u308c\u304c\u3044\u307e\u904b\u7528\u30c1\u30fc\u30e0\u306b\u6c42\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u7d20\u65e9\u3044\u5bfe\u5fdc\u3092\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u500b\u4eba\u306e\u30b9\u30ad\u30eb\u3084\u80fd\u529b\u3060\u3051\u3067\u306f\u4e0d\u5341\u5206\u3067\u3059\u3002\u5927\u4e8b\u306a\u306e\u306f\u3001\u3044\u304b\u306b\u826f\u3044\u30c1\u30fc\u30e0\u3092\u4f5c\u308b\u304b\u3068\u3044\u3046\u70b9\u306b\u3042\u308a\u307e\u3059\u3002\u672c\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u306b\u5bfe\u5fdc\u51fa\u6765\u308b\u5f37\u3044\u904b\u7528\u30c1\u30fc\u30e0\u3092\u3069\u3046\u4f5c\u3063\u3066\u3044\u304f\u3079\u304d\u304b\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002\n\n\nPagerDuty\u682a\u5f0f\u4f1a\u793e\u3000\u8349\u9593 \u4e00\u4eba<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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\"\"<\/figure>
MSP\u304c\u4eca\u5f8c\u6ce8\u529b\u3059\u3079\u304d\u65b9\u5411\u6027\u3068\u306f\uff5e\u30ea\u30a2\u30af\u30b7\u30e7\u30f3\u578b\u304b\u3089\u30d7\u30ed\u30a2\u30af\u30c6\u30a3\u30d6\u578b\u3078\u306e\u9032\u5316\uff5e<\/h5>


\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u306e\u53f0\u982d\u306b\u3088\u308b\u81ea\u52d5\u5316\u306e\u6d78\u900f\u3001DevOps\u306b\u3088\u308b\u958b\u767a\u3068\u904b\u7528\u306e\u4e00\u4f53\u5316\u3001\u751f\u6210AI\u306b\u3088\u308b\u30ca\u30ec\u30c3\u30b8\u5171\u6709\u30fb\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30fb\u89e3\u6790\u306e\u6c11\u4e3b\u5316\u306a\u3069\u3001MSP\u3084\u904b\u7528\u5c02\u9580\u7d44\u7e54\u3067\u306a\u304f\u3066\u3082\u904b\u7528\u3067\u304d\u308b\u6642\u4ee3\u304c\u307e\u3082\u306a\u304f\u8a2a\u308c\u308b\u306b\u3042\u305f\u308a\u3001\u4f55\u3092\u4fa1\u5024\u306b\u3057\u3066\u3044\u304f\u306e\u304b\uff1f\u672c\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u306f\u3001\u305d\u3093\u306a\u904b\u7528\u62c5\u5f53\u8005\u306e\u30df\u30e9\u30a4\u306b\u3064\u3044\u3066\u3001NTT\u6771\u65e5\u672c\u306e\u53d6\u308a\u7d44\u307f\u3082\u4ea4\u3048\u306a\u304c\u3089\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002\n\n\n\u6771\u65e5\u672c\u96fb\u4fe1\u96fb\u8a71\u682a\u5f0f\u4f1a\u793e\u3000\u767d\u9ce5 \u7fd4\u592a<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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\"\"<\/figure>
Code for DevRel - DevOps\u3067\u52a0\u901f\u3059\u308b\u30ea\u30ea\u30fc\u30b9\u901f\u5ea6\u306bDevRel\u304c\u8ffd\u5f93\u3059\u308b\u305f\u3081\u306eLLM\u6d3b\u7528\u6cd5<\/h5>


DevOps\u306e\u5e83\u307e\u308a\u3068\u767a\u5c55\u306b\u4f34\u3044\u3001\u69d8\u3005\u306a\u30b5\u30fc\u30d3\u30b9\u3067\u6a5f\u80fd\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3084\u4e0d\u5177\u5408\u4fee\u6b63\u306e\u30ea\u30ea\u30fc\u30b9\u30b5\u30a4\u30af\u30eb\u3068\u56de\u6570\u304c\u5897\u52a0\u3057\u307e\u3057\u305f\u3002\u3057\u304b\u3057\u305d\u306e\u4e00\u65b9\u3067\u3001\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u305f\u6a5f\u80fd\u3092\u30e6\u30fc\u30b6\u30fc\u306b\u8a8d\u77e5\u3057\u3066\u3082\u3089\u3046\u4ed5\u7d44\u307f\u306f\u305d\u306e\u9032\u5316\u306b\u8ffd\u5f93\u3067\u304d\u3066\u3044\u308b\u3067\u3057\u3087\u3046\u304b\uff1f\n\u3053\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u306f\u30011\u4eba\u306eDevRel\u304c\u3001\u5e74\u9593200\u3092\u8d85\u3048\u308b\u30e6\u30fc\u30b6\u30fc\u5411\u3051\u306e\u65b0\u6a5f\u80fd\u3092\u3069\u306e\u3088\u3046\u306b\u30c8\u30ea\u30a2\u30fc\u30b8\u3057\u30e6\u30fc\u30b6\u30fc\u306b\u767a\u4fe1\u3057\u3066\u3044\u308b\u304b\u306e\u8a66\u884c\u932f\u8aa4\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002\n\n\nStripe\u3000\u5ca1\u672c \u79c0\u9ad8<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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\"\"<\/figure>
\u4e8c\u6841\u3092\u8d85\u3048\u308b\u30af\u30ec\u30b8\u30c3\u30c8\u95a2\u9023\u30b5\u30fc\u30d3\u30b9\u304c\u7a3c\u50cd\u4e2d\u306eGKE\u306b\u304a\u3044\u3066\u3001\u5e74\u6570\u56de\u306e\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u7fd2\u6163\u5316\u3057\u305f\u624b\u6cd5\u306e\u7d39\u4ecb<\/h5>


\u8907\u6570\u306e\u30b5\u30fc\u30d3\u30b9\u304c\u7a3c\u50cd\u3057\u3066\u3044\u308b\u30a4\u30f3\u30d5\u30e9\u57fa\u76e4\u306e\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u306f\u3001\u5404\u30b5\u30fc\u30d3\u30b9\u306e\u958b\u767a\u72b6\u6cc1\u3084\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u524d\u5f8c\u306e\u6b63\u5e38\u6027\u691c\u8a3c\u7b49\u306e\u90fd\u5408\u4e0a\u30d3\u30c3\u30b0\u30a4\u30d9\u30f3\u30c8\u5316\u3057\u3084\u3059\u304f\u3001\u5927\u898f\u6a21\u306a\u5de5\u6570\u3092\u304b\u3051\u3066\u6570\u4e16\u4ee3\u3092\u8de8\u3044\u3060\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3068\u306a\u3063\u3066\u3057\u307e\u3046\u3053\u3068\u304c\u591a\u3005\u3042\u308a\u307e\u3059\u3002\n\u3053\u308c\u306b\u5bfe\u3057\u3066JCB\u3067\u306f\u3001\u904b\u7528\u3057\u3066\u3044\u308bGoogle Kubernetes Engine (GKE) \u306b\u5bfe\u3057\u3066\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\u624b\u6cd5\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u3001\u7a3c\u50cd\u30b5\u30fc\u30d3\u30b9\u6570\u304c\u5897\u3048\u3066\u3082\u30a4\u30f3\u30d5\u30e9\u306e\u5de5\u6570\u304c\u5358\u7d14\u5897\u3057\u306a\u3044\u4ed5\u7d44\u307f\u3092\u6574\u3048\u3001\u516c\u5f0f\u30b5\u30a4\u30af\u30eb\u901a\u308a\u306e\u5e743\u56de\u306e\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u7fd2\u6163\u5316\u3057\u3066\u304d\u307e\u3057\u305f\u3002\n\u4eca\u56de\u3001\u3053\u3061\u3089\u306e\u4ed5\u7d44\u307f\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002\n\n\n\u682a\u5f0f\u4f1a\u793e\u30b8\u30a7\u30fc\u30b7\u30fc\u30d3\u30fc\u3000\u5e73\u677e \u6df3\u4e5f<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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\"\"<\/figure>
Deep Dive CloudFormation Guard\u3000\uff5e\u793e\u5185\u30eb\u30fc\u30eb\u6e96\u62e0\u306eAWS\u81ea\u52d5\u30c1\u30a7\u30c3\u30af\uff5e<\/h5>


\u30c0\u30a4\u30ad\u30f3\u5de5\u696d\u3067\u306f\u7814\u7a76\u958b\u767a\u90e8\u9580\u3060\u3051\u3067100\u4ee5\u4e0a\u306eAWS\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u62b1\u3048\u3066\u3044\u307e\u3059\u3002\u5404\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u306fAWS SecurityHub\u4e0a\u306eAWS\u516c\u5f0f\u30eb\u30fc\u30eb\u306b\u57fa\u3065\u3044\u305f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u81ea\u52d5\u30c1\u30a7\u30c3\u30af\u3092\u5c0e\u5165\u6e08\u307f\u3067\u3059\u304c\u3001\u516c\u5f0f\u30eb\u30fc\u30eb\u3068\u793e\u5185\u306eWeb\u30a2\u30d7\u30ea\u5411\u3051\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\u3092\u7167\u5408\u3057\u305f\u3068\u3053\u308d\u3001\u30ab\u30d0\u30ec\u30c3\u30b8\u304c15%\u3068\u5341\u5206\u3068\u306f\u8a00\u3048\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u3053\u308c\u306b\u5bfe\u3057CloudFormation Guard\u306b\u3088\u308b\u30ab\u30b9\u30bf\u30e0\u30eb\u30fc\u30eb\u3092\u5c0e\u5165\u3057\u3001\u30ab\u30d0\u30ec\u30c3\u30b8\u309250%\u7a0b\u5ea6\u307e\u3067\u5f15\u304d\u4e0a\u3052\u308b\u307e\u3067\u306e\u9053\u306e\u308a\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002\n\n\n\u30c0\u30a4\u30ad\u30f3\u5de5\u696d\u682a\u5f0f\u4f1a\u793e\u3000\u89d2\u7530 \u6f64\u4e5f<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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\u793e\u5185\u30b5\u30fc\u30d3\u30b9\u306e\u7a3c\u50cd\u72b6\u6cc1\u3068\u52b9\u679c\u306e\u53ef\u8996\u5316\u3067\u3001\u30b5\u30fc\u30d3\u30b9\u4fa1\u5024\u3092\u6700\u5927\u5316- Amazon Managed Grafana\u3092\u6d3b\u7528\u3057\u305f\u4e8b\u4f8b<\/h5>


\u793e\u5185\u30b5\u30fc\u30d3\u30b9\u306e\u7a3c\u50cd\u72b6\u6cc1\u3084\u52b9\u679c\u306e\u53ef\u8996\u5316\u306e\u91cd\u8981\u6027\u3068\u3001Amazon Managed Grafana\u3092\u6d3b\u7528\u3057\u305f\u5b9f\u73fe\u65b9\u6cd5\u306b\u3064\u3044\u3066\u3001\u5f0a\u793e\u306e\u4e8b\u4f8b\u3092\u4ea4\u3048\u3066\u304a\u8a71\u3057\u307e\u3059\u3002 \u30d3\u30b8\u30cd\u30b9\u5c64\u3001\u904b\u7528\u8005\u3001\u958b\u767a\u8005\u305d\u308c\u305e\u308c\u306b\u6709\u76ca\u306a\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u3001\u52b9\u679c\u6e2c\u5b9a\u306e\u6a19\u6e96\u5316\u3084\u5de5\u6570\u524a\u6e1b\u306b\u3064\u306a\u304c\u3063\u305f\u53d6\u308a\u7d44\u307f\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002\n\n\n\u30a2\u30a4\u30ec\u30c3\u30c8\u682a\u5f0f\u4f1a\u793e\u3000\u4e0a\u5730 \u822a\u5e73<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Gemini \u3067\u9032\u5316\u3057\u3066\u3044\u304f SRE \u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3<\/h5>


\u672c\u516c\u6f14\u3067\u306f\u3001Gemini \u304c SRE \u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u696d\u52d9\u52b9\u7387\u5316\u306b\u3069\u306e\u3088\u3046\u306b\u5bc4\u4e0e\u3059\u308b\u304b\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002\n\u751f\u6210 AI \u306f\u3001\u53ef\u80fd\u6027\u3092\u6a21\u7d22\u3059\u308b\u6bb5\u968e\u304b\u3089\u3001\u5b9f\u52d9\u306b\u53d6\u308a\u5165\u308c\u308b\u6bb5\u968e\u3078\u3068\u5909\u5316\u3057\u3066\u304d\u3066\u3044\u307e\u3059\u3002\n\u305d\u3093\u306a\u4e2d\u3067\u3001SRE \u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u3001\u5177\u4f53\u7684\u306b\u3069\u306e\u3088\u3046\u306b\u751f\u6210 AI \u3092\u751f\u304b\u3057\u3066\u3044\u3051\u3070\u3044\u3044\u306e\u3067\u3057\u3087\u3046\u304b\uff1f\n\u305d\u308c\u3092\u8003\u3048\u308b\u3079\u304f\u3001IaC \u3084\u30a8\u30e9\u30fc\u89e3\u6790\u3068\u3044\u3063\u305f SRE \u306e\u30bf\u30b9\u30af\u306b\u3064\u3044\u3066\u3001Gemini\u3092\u7528\u3044\u3066\u52b9\u7387\u5316\u3059\u308b\u65b9\u6cd5\u3092\u5b9f\u8df5\u7684\u306b\u8aac\u660e\u3057\u3066\u3044\u304d\u307e\u3059\u3002\n\n\n\u30af\u30e9\u30a6\u30c9\u30a8\u30fc\u30b9\u682a\u5f0f\u4f1a\u793e\u3000\u9ad8\u6a4b \u548c\u771f<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u54c1\u8cea\u5411\u4e0a\u306e\u53d6\u308a\u7d44\u307f<\/h5>


\u3050\u308b\u306a\u3073\u3067\u306f\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30c4\u30fc\u30eb\u3068\u3057\u3066NewRelic\u3092\u63a1\u7528\u3057\u3066\u3044\u307e\u3059\u3002\n\u3053\u308c\u307e\u3067\u958b\u767a\u8005\u306e\u591a\u304f\u304cNew Relic\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u6301\u3061\u3001\u81ea\u7531\u306b\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306e\u8a2d\u5b9a\u304c\u53ef\u80fd\u3067\u3057\u305f\u3002\n\u3057\u304b\u3057\u3001\u958b\u767a\u8005\u306e\u30c4\u30fc\u30eb\u3084\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306b\u5bfe\u3059\u308b\u7406\u89e3\u5ea6\u306e\u3070\u3089\u3064\u304d\u306b\u3088\u3063\u3066\u54c1\u8cea\u306b\u5dee\u304c\u51fa\u3066\u3044\u307e\u3057\u305f\u3002\n\u672c\u8b1b\u6f14\u3067\u306f\u3001\u3053\u308c\u3089\u306e\u8ab2\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306eTerraform\u5c0e\u5165\u3084\u904b\u7528\u6226\u7565\u306b\u3064\u3044\u3066\u304a\u8a71\u3057\u307e\u3059\u3002\n\n\n\u682a\u5f0f\u4f1a\u793e\u3050\u308b\u306a\u3073\u3000\u6c5f\u5cf6 \u793c\u97f3<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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\u300c\u3055\u3089\u3070\u3001\u30b3\u30f3\u30bd\u30fc\u30eb\u4f5c\u696d\u300dChatOps\u306b\u3088\u308bAWS\u904b\u7528\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u4f5c\u6210\u306e\u88cf\u5074\u3092\u8074\u3044\u3066\u307f\u308b<\/h5>


\u300eIAM\u30e6\u30fc\u30b6\u306e\u4f5c\u6210\u30fb\u524a\u9664\u300f\u300e\u958b\u767a\u74b0\u5883\u306e\u63d0\u4f9b\u300f\u300e\u30b5\u30fc\u30d3\u30b9\u6bce\u306e\u8acb\u6c42\u78ba\u8a8d\u300f\u306a\u3069\u306a\u3069...\u65e5\u3005\u306e\u904b\u7528\u306e\u4e2d\u3067\u6c42\u3081\u3089\u308c\u308b\u4f5c\u696d\u306f\u6570\u77e5\u308c\u305a\u3002\u5b9a\u5f62\u696d\u52d9\u306b\u8ffd\u308f\u308c\u308b\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u62c5\u5f53\u3092\u898b\u305f\u793e\u5185\u306e\u6709\u5fd7\u304c\u300c\u3055\u3089\u3070\u3001\u30b3\u30f3\u30bd\u30fc\u30eb\u4f5c\u696d\u300d\u3068\u3044\u3046\u65d7\u306e\u3082\u3068\u306b\u3001Slack\u3092\u7528\u3044\u305fChatOps\u306b\u3088\u308bAWS\u3067\u306e\u904b\u7528\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u3092\u4f5c\u6210\u3057\u307e\u3057\u305f\u3002\u540c\u3058\u60a9\u307f\u3092\u6301\u3064\u904b\u7528\u8005\u3001\u305d\u3057\u3066\u4e00\u6b69\u8e0f\u307f\u51fa\u305b\u306a\u3044\u958b\u767a\u8005\u306b\u5411\u3051\u3066\u3001\u30c4\u30fc\u30eb\u3068\u305d\u306e\u4f5c\u6210\u306b\u95a2\u3059\u308b\u88cf\u5074\u3092\u30d2\u30a2\u30ea\u30f3\u30b0\u3057\u3066\u3054\u7d39\u4ecb\u3044\u305f\u3057\u307e\u3059\u3002\n\n\n\u682a\u5f0f\u4f1a\u793e\u30a8\u30fc\u30d4\u30fc\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u30ba\u3000\u5742\u53e3 \u62d3\u751f<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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\u30c1\u30fc\u30e0\u3065\u304f\u308a\u30fb\u4eba\u6750\u80b2\u6210<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u30d9\u30f3\u30c0\u306b\u4efb\u305b\u3063\u304d\u308a\u306e\u4e00\u4eba\u30a4\u30f3\u30d5\u30e9\u30c1\u30fc\u30e0\u304c\u3069\u3093\u3069\u3093\u5f37\u304f\u306a\u308b\u8a71<\/h5>


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\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u306a\u3093\u3066\u6016\u304f\u306a\u3044\uff01\u52b9\u679c\u7684\u306aIncident Scriber\/Commander\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/h5>


\u969c\u5bb3\u5bfe\u5fdc\u306e\u8981\u3068\u306a\u308bIncident Scriber(\u8a18\u9332\u8005)\u304a\u3088\u3073Commander(\u6307\u63ee\u8005)\u306e\u80b2\u6210\u306b\u982d\u3092\u60a9\u307e\u305b\u3066\u3044\u308b\u30c1\u30fc\u30e0\u306f\u591a\u3044\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002\u3053\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u306f\u3001\u969c\u5bb3\u5bfe\u5fdc\u306b\u304a\u3044\u3066\u5f53\u793e\u306eSRE\u30c1\u30fc\u30e0\u304c\u62b1\u3048\u3066\u3044\u305f\u8ab2\u984c\u3068\u3001\u6539\u5584\u306e\u305f\u3081\u306bScriber\/Commander\u306b\u5fc5\u8981\u306a\u30b9\u30ad\u30eb\u3092\u3069\u306e\u3088\u3046\u306b\u5b9a\u7fa9\u30fb\u5f37\u5316\u3057\u3066\u3044\u308b\u304b\u306b\u3064\u3044\u3066\u3001\u5b9f\u969b\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5185\u5bb9\u3092\u542b\u3081\u3066\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002\n\n\n\u30c8\u30ec\u30f3\u30c9\u30de\u30a4\u30af\u30ed\u682a\u5f0f\u4f1a\u793e\u3000\u68ee \u8449\u6708\n\u30c8\u30ec\u30f3\u30c9\u30de\u30a4\u30af\u30ed\u682a\u5f0f\u4f1a\u793e\u3000\u91ce\u672b \u6b66 <\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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\n\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t<\/i>\t\t\t<\/span>\n\t\t\t\t\t\t<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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OpenStack<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u79c1\u305f\u3061\u306f\u3001\u30b5\u30fc\u30d0\u30fc\u7b49\u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3068OSS\u306e\u89e3\u6790\u30a2\u30d7\u30ea\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u7269\u7406\u30b5\u30fc\u30d0\u30fc\u30d9\u30fc\u30b9\u306e\u89e3\u6790\u74b0\u5883\u3092\u30b2\u30ce\u30e0\u5206\u91ce\u306e\u7814\u7a76\u8005\u306b\u63d0\u4f9b\u3057\u3066\u304d\u307e\u3057\u305f\u3002\n\u3053\u3053\u6570\u5e74\u3001\u89e3\u6790\u3067\u6271\u308f\u308c\u308b\u30c7\u30fc\u30bf\u306e\u6a5f\u5fae\u6027\u306a\u3069\u3092\u80cc\u666f\u306b\u3057\u305f\u69d8\u3005\u306a\u904b\u7528\u8ab2\u984c\u304c\u51fa\u3066\u304d\u305f\u3053\u3068\u304b\u3089\u3001\u3044\u304f\u3064\u304b\u306e\u7814\u7a76\u6a5f\u95a2\u306bOpenStack\u3092\u542b\u3093\u3060\u69cb\u6210\u306e\u89e3\u6790\u74b0\u5883\u3092\u5c0e\u5165\u3057\u307e\u3057\u305f\u3002\n\u5b9f\u969b\u306b\u5c0e\u5165\u3057\u305f\u3042\u308b\u7814\u7a76\u6a5f\u95a2\u306b\u304a\u3051\u308b\u8ab2\u984c\u3068\u53d6\u308a\u7d44\u307f\u306e\u4e8b\u4f8b\u3092\u4ea4\u3048\u3066\u3001\u7814\u7a76\u6a5f\u95a2\u306b\u304a\u3051\u308bOpenStack\u6d3b\u7528\u306e\u5c55\u671b\u306b\u3064\u3044\u3066\u3054\u7d39\u4ecb\u3044\u305f\u3057\u307e\u3059\u3002\n\n\n\n\u682a\u5f0f\u4f1a\u793e\u30ca\u30d9\u30a4\u30f3\u30bf\u30fc\u30ca\u30b7\u30e7\u30ca\u30eb\u3000\u5927\u6728 \u4e00\u6c38<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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\u30d8\u30c3\u30c9\u30ec\u30b9\u74b0\u5883\u3067\u306e\u30d5\u30a7\u30c7\u30ec\u30fc\u30b7\u30e7\u30f3\u8a8d\u8a3c: OpenStack\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3067OIDC\u8a8d\u8a3c\u3092\u884c\u3046\u65b9\u6cd5<\/h5>

\u8fd1\u5e74\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306a\u3069\u306e\u89b3\u70b9\u304b\u3089\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u72ec\u81ea\u306e\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u6301\u305f\u305a\u306b\u3001SAML\u3084OIDC\u3092\u7528\u3044\u305f\u30d5\u30a7\u30c7\u30ec\u30fc\u30b7\u30e7\u30f3\u8a8d\u8a3c\u3092\u6d3b\u7528\u3059\u308b\u306e\u304c\u4e00\u822c\u7684\u3068\u306a\u3063\u3066\u3044\u308b\u3002\n\u4e00\u65b9\u3067\u3001VM\u306a\u3069\u30d6\u30e9\u30a6\u30b6\u304c\u306a\u3044\u74b0\u5883\u3067\u5229\u7528\u3055\u308c\u308bCLI\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306b\u30d5\u30a7\u30c7\u30ec\u30fc\u30b7\u30e7\u30f3\u8a8d\u8a3c\u3092\u5c0e\u5165\u3059\u308b\u306b\u306f\u30e6\u30fc\u30b6\u30fc\u4f53\u9a13\u306a\u3069\u306e\u9762\u3067\u8ab2\u984c\u304c\u3042\u308b\u3002\n\u672c\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u306f\u3001OIDC\u306e\u5404\u30d5\u30ed\u30fc\u3092\u7d39\u4ecb\u3057\u305f\u4e0a\u3067\u3001OpenStack\u306e\u4ee3\u8868\u7684\u306aCLI\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3067\u3042\u308bOpenStack\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3092\u4f8b\u306b\u30d8\u30c3\u30c9\u30ec\u30b9\u74b0\u5883\u306b\u5bfe\u3057\u3066\u30d5\u30a7\u30c7\u30ec\u30fc\u30b7\u30e7\u30f3\u8a8d\u8a3c\u3092\u3069\u306e\u3088\u3046\u306b\u5c0e\u5165\u3067\u304d\u308b\u304b\u3092\u7d39\u4ecb\u3059\u308b\u3002\n\n\n\nLINE\u30e4\u30d5\u30fc\u682a\u5f0f\u4f1a\u793e\u3000\u6797\u91ce \u7adc\u4e5f<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Containerizing OpenStack's Neutron Agent with Podman: An In-Depth, First-Hand Guide to Our Process, Discoveries, and Challenges<\/h5>

In OpenStack, the neutron-server and neutron-agent are essential components, particularly on compute nodes, where the neutron-agent handles network layer abstraction. However, shared network namespaces in typical deployments can lead to complex dependency issues when updating or installing software. Containerizing the neutron-agent addresses these problems, improving system stability and preventing conflicts.\n\nThis presentation will share our experiences with containerizing the neutron-agent. We'll explain the process, steps taken, and challenges faced, offering insights into the benefits and technical considerations of containerization within OpenStack. By the end, attendees will have a practical framework for applying containerization in their environments, leading to more stable and maintainable infrastructures.\n\n\nLY Corp.\u3000Nisha Brahmankar\nLY Corp.\u3000Anupindi Bharadwaj<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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\u4f01\u696d\u304c\u4ed8\u304d\u5408\u3046\u751f\u6210AI\u300c\u4f7f\u3046\u30fb\u7d44\u307f\u8fbc\u3080\u30fb\u4f5c\u308b\u300d\uff13\u3064\u306e\u6226\u7565<\/h5>

\u751f\u6210AI\u3092\u6d3b\u7528\u3057\u3066\u4f01\u696d\u304c\u7af6\u5408\u306b\u512a\u4f4d\u6027\u3092\u78ba\u4fdd\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u3001\u300c\u4f5c\u308b\u3001\u4f7f\u3046\u3001\u7d44\u307f\u8fbc\u3080\u300d\u306e3\u3064\u306b\u5206\u3051\u3066\u63a2\u6c42\u3057\u307e\u3059\u3002\u696d\u52d9\u52b9\u7387\u5316\u304b\u3089\u3001OpenAI\u3084\u81ea\u793e\u958b\u767a\u306eAI\u3092\u901a\u3058\u305f\u30c7\u30b8\u30bf\u30eb\u30d3\u30b8\u30cd\u30b9\u306e\u5dee\u5225\u5316\u306e\u53d6\u308a\u7d44\u307f\u3092\u9032\u3081\u308b\u4e0a\u3067\u76f4\u9762\u3059\u308b\u8ab2\u984c\u3092\u6574\u7406\u3057\u3001\u305d\u308c\u3089\u306b\u52b9\u7387\u7684\u306b\u5bfe\u5fdc\u3059\u308bNew Relic AI\u3084New Relic AI Monitoring\u306e\u6d3b\u7528\u6cd5\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002\u307e\u305f\u3001AI\u3068\u30d3\u30b8\u30cd\u30b9\u306e\u30aa\u30d6\u30b6\u30fc\u30d0\u30d3\u30ea\u30c6\u30a3\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u4f01\u696d\u306e\u6210\u9577\u3092\u3069\u306e\u3088\u3046\u306b\u4fc3\u9032\u3059\u308b\u304b\u306b\u3064\u3044\u3066\u3082\u89e3\u8aac\u3057\u307e\u3059\u3002\n\nNew Relic\u682a\u5f0f\u4f1a\u793e \u3000\u6e05\u6c34 \u6bc5<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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OpenTelemetry\u3067\u5207\u308a\u62d3\u304f\u3053\u308c\u304b\u3089\u306e\u30aa\u30d6\u30b6\u30fc\u30d0\u30d3\u30ea\u30c6\u30a3\u6226\u7565<\/h5>


\u30af\u30e9\u30a6\u30c9\u30b7\u30d5\u30c8\u304c\u9032\u3080\u30b7\u30b9\u30c6\u30e0\u74b0\u5883\u306b\u304a\u3044\u3066\u3001\u4fe1\u983c\u6027\u3092\u7dad\u6301\u30fb\u5411\u4e0a\u3055\u305b\u308b\u904b\u7528\u306b\u306f\u30aa\u30d6\u30b6\u30fc\u30d0\u30d3\u30ea\u30c6\u30a3\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u30aa\u30d6\u30b6\u30fc\u30d0\u30d3\u30ea\u30c6\u30a3\u306e\u9ad8\u3044\u904b\u7528\u306f\u4e00\u671d\u4e00\u5915\u3067\u5b9f\u73fe\u3067\u304d\u308b\u3082\u306e\u3067\u306f\u306a\u304f\u3001\u305d\u306e\u904e\u7a0b\u3067\u767a\u751f\u3059\u308b\u3055\u307e\u3056\u307e\u306a\u5909\u5316\u306b\u5f71\u97ff\u3092\u53d7\u3051\u308b\u53ef\u80fd\u6027\u3082\u3042\u308a\u307e\u3059\u3002\u3053\u3046\u3057\u305f\u672a\u6765\u306e\u4e0d\u78ba\u5b9f\u6027\u306b\u8010\u3048\u3046\u308b\u67d4\u8edf\u6027\u3092OpenTelemetry\u3092\u901a\u3058\u3066\u7372\u5f97\u3057\u3064\u3064\u3001Splunk Observability\u3092\u6d3b\u7528\u3057\u306a\u304c\u3089\u3001\u30aa\u30d6\u30b6\u30fc\u30d0\u30d3\u30ea\u30c6\u30a3\u3092\u6226\u7565\u7684\u306b\u9ad8\u3081\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002\n\n\nSplunk Services Japan\u5408\u540c\u4f1a\u793e\u3000\u4e2d\u4e0a \u5065\u592a\u6717\n<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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\u30d7\u30ed\u30c0\u30af\u30c8\u3092\u904b\u7528\u3057\u3066\u3044\u304f\u4e2d\u3067\u3001web\u30b5\u30fc\u30d0\u306e\u30ec\u30b9\u30dd\u30f3\u30b9\u3084DB\u306eslow\u30af\u30a8\u30ea\u306a\u3069\u306e\u6027\u80fd\u3092\u8996\u899a\u7684\u306b\u898b\u305f\u308a\u7d71\u8a08\u5024\u3092\u898b\u305f\u308a\u3059\u308b\u306e\u304c\u3001\u5927\u5909\u306a\u72b6\u614b\u3067\u3057\u305f\u3002\u305d\u308c\u306b\u3088\u3063\u3066\u6027\u80fd\u6539\u5584\u306e\u969b\u306e\u6307\u6a19\u3092\u53d6\u308b\u306e\u304c\u96e3\u3057\u3044\u3067\u3042\u3063\u305f\u308a\u3001\u6027\u80fd\u52a3\u5316\u306e\u767a\u898b\u304c\u9045\u308c\u3066\u3057\u307e\u3046\u7b49\u306e\u554f\u984c\u304c\u3042\u308a\u307e\u3057\u305f\u3002\u305d\u306e\u72b6\u6cc1\u3092\u6539\u5584\u3059\u308b\u3079\u304f\u3001\u6027\u80fd\u306e\u53ef\u8996\u5316\u3092\u5b9f\u65bd\u3057\u307e\u3057\u305f\u3002\u305d\u306e\u65b9\u6cd5\u3084\u52b9\u679c\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3055\u305b\u3066\u3044\u305f\u3060\u304d\u307e\u3059\u3002\n\n\nAXLBIT\u682a\u5f0f\u4f1a\u793e\u3000\u78ef\u7530 \u5c06\u592a\n<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Amazon CloudWatch\u3067SLO\u3092\u76e3\u8996\u3057\u3066\u307f\u305f<\/h5>


ENECHANGE\u3067\u306f\u3001Amazon CloudWatch\u3092\u6d3b\u7528\u3057\u3001AWS\u4e0a\u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306eSLO\u3092\u76e3\u8996\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u306f\u3001\u3053\u308c\u304b\u3089SLO\u76e3\u8996\u3092\u59cb\u3081\u308b\u65b9\u3084\u3001\u4ed6\u306e\u76e3\u8996\u30c4\u30fc\u30eb\u306b\u6e80\u8db3\u3057\u3066\u3044\u306a\u3044\u65b9\u306b\u5411\u3051\u3001Amazon CloudWatch\u306e\u5177\u4f53\u7684\u306a\u6d3b\u7528\u4e8b\u4f8b\u3092\u304a\u8a71\u3057\u3057\u307e\u3059\u3002\u9ad8\u4fa1\u306a\u30c4\u30fc\u30eb\u306b\u5f15\u3051\u3092\u53d6\u3089\u306a\u3044\u3001\u5b9f\u7528\u7684\u306a\u76e3\u8996\u304c\u3067\u304d\u308b\u3053\u3068\u3092\u793a\u3057\u307e\u3059\u3002\n\n\nENECHANGE\u682a\u5f0f\u4f1a\u793e\u3000\u5ca9\u672c \u9686\u53f2\n<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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\"\"
OpenTelemetry for Go \u8a08\u88c5\u5927\u5168 \u301c\u606f\u3092\u3059\u308b\u3088\u3046\u306b\u30c8\u30ec\u30fc\u30b9\u8a08\u88c5\u3067\u304d\u3066\u3044\u307e\u3059\u304b\uff1f\u301c<\/h5>

\u3053\u3061\u3089\u306fZenn\u7279\u5225\u8cde\u3092\u53d7\u8cde\u3057\u305f\u8a18\u4e8b\u3092\u8b1b\u6f14\u5316\u3057\u305f\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u3059\u3002\n\u30fb\u53d7\u8cde\u30da\u30fc\u30b8\uff1ahttps:\/\/info.zenn.dev\/2024-03-12-campaign-gc24-result\n\u30fbZenn\u8a18\u4e8b\uff1ahttps:\/\/zenn.dev\/cloud_ace\/articles\/opentelemetry-go\n\n\u7686\u3055\u3093\u306f\u3001\u30ed\u30b0\u3092\u51fa\u529b\u3059\u308b\u3088\u3046\u306b\u30c8\u30ec\u30fc\u30b9\u3082\u8a08\u88c5\u3067\u304d\u3066\u3044\u307e\u3059\u304b\uff1f\n\u30c8\u30ec\u30fc\u30b9\u306f\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3084\u30d0\u30b0\u306e\u539f\u56e0\u3092\u8ffd\u52a0\u5b9f\u88c5\u306a\u3057\u306b\u767a\u898b\u3057\u305f\u308a\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u5206\u6790\u3084\u6700\u9069\u5316\u3092\u884c\u3046\u3053\u3068\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u4fbf\u5229\u3067\u3042\u308b\u53cd\u9762\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30b3\u30fc\u30c9\u3092\u7169\u96d1\u5316\u3057\u3066\u3057\u307e\u3046\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u300c\u3067\u304d\u308b\u3060\u3051\u6700\u5c0f\u9650\u306a\u69cb\u6210\u3067\u624b\u8efd\u306b\u5c0e\u5165\u3057\u305f\u3044\u300d\u3068\u3044\u3046\u65b9\u306b\u3068\u3063\u3066\u30aa\u30b9\u30b9\u30e1\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u3068\u306a\u3063\u3066\u304a\u308a\u307e\u3059\u3002\n


\n\n\u30af\u30e9\u30a6\u30c9\u30a8\u30fc\u30b9\u682a\u5f0f\u4f1a\u793e\u3000\u6c34\u91ce \u62d3\u6d77\n<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\"\"
\u30aa\u30a6\u30f3\u30c9\u30e1\u30c7\u30a3\u30a2\u306e\u904b\u7528\u5f37\u5316 ~ \u30b5\u30fc\u30d0\u30ec\u30b9\u5316\u306e\u5b9f\u73fe\u3068\u30aa\u30d6\u30b6\u30fc\u30d0\u30d3\u30ea\u30c6\u30a3\u306e\u53d6\u308a\u7d44\u307f ~<\/h5>

\u5f0a\u793e\u3067\u306f\u8907\u6570\u306e\u30aa\u30a6\u30f3\u30c9\u30e1\u30c7\u30a3\u30a2\u3092AWS\u3067\u904b\u7528\u3057\u3001\u69d8\u3005\u306a\u30c1\u30fc\u30e0\u304c\u5354\u529b\u3057\u3066\u672c\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u53d6\u308a\u7d44\u3093\u3067\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u591a\u6570\u306eEC2\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u5229\u7528\u306b\u4f34\u3063\u305fOS\u306eEOL\u306b\u3088\u308b\u904b\u7528\u306e\u8ab2\u984c\u3001\u30c7\u30fc\u30bf\u96c6\u7d04\u4e0d\u8db3\u306b\u3088\u308b\u8ab2\u984c\u5171\u6709\u3084\u6539\u5584\u304c\u56f0\u96e3\u3067\u3042\u308b\u8ab2\u984c\u3092\u62b1\u3048\u3066\u3044\u307e\u3057\u305f\u3002\n\u3053\u308c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u3001MSP\u3068\u958b\u767a\u30c1\u30fc\u30e0\u3067\u5354\u529b\u3057\u3001\u30b5\u30fc\u30d0\u30ec\u30b9\u5316\u3059\u308b\u3053\u3068\u3067 OS \u306e EOL \u554f\u984c\u304b\u3089\u306e\u89e3\u653e\u3084\u3001\u624b\u52d5\u306b\u3088\u308b\u7d30\u304b\u306a\u30ea\u30bd\u30fc\u30b9\u7ba1\u7406\u304c\u4e0d\u8981\u3068\u306a\u308a\u3001\u52b9\u7387\u7684\u306a\u904b\u7528\u3092\u884c\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u307e\u305f\u3001New Relic \u3092\u6d3b\u7528\u3057\u305f\u30aa\u30d6\u30b6\u30fc\u30d0\u30d3\u30ea\u30c6\u30a3\u306e\u5f37\u5316\u306b\u53d6\u308a\u7d44\u307f\u3001\u30c7\u30fc\u30bf\u96c6\u7d04\u5148\u306e\u6574\u5099\u3084\u76e3\u8996\u57fa\u76e4\u3092\u6574\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002\n\u4eca\u56de\u306f\u3001\u305d\u306e\u6b69\u307f\u306b\u3064\u3044\u3066\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002\n


\n\n\u30a2\u30a4\u30ec\u30c3\u30c8\u682a\u5f0f\u4f1a\u793e\u3000\u7b39\u5d0e \u65e5\u767b\n<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\"\"
\u30c8\u30ec\u30f3\u30c9\u30de\u30a4\u30af\u30ed\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u652f\u3048\u308b\u30c8\u30ec\u30fc\u30b9\u76e3\u8996<\/h5>

\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u69cb\u6210\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u7ba1\u7406\u3059\u308b\u4e0a\u3067\u3001\u30b5\u30fc\u30d3\u30b9\u3092\u307e\u305f\u3050\u554f\u984c\u3092\u4e00\u6c17\u901a\u8cab\u3067\u8abf\u67fb\u3067\u304d\u308b\u4ed5\u7d44\u307f\u306f\u91cd\u8981\u3067\u3059\u3002\u5f53\u793e\u306eSRE\u30c1\u30fc\u30e0\u304c\u7ba1\u7406\u3059\u308b\u30b5\u30fc\u30d3\u30b9\u306e\u5185\u90e8\u76e3\u8996\u306b\u304a\u3044\u3066\u3001\u30c8\u30ec\u30fc\u30b9\u30ec\u30d9\u30eb\u306e\u76e3\u8996\u3092\u884c\u3046\u57fa\u76e4\u3092\u5b9f\u88c5\u3057\u305f\u3053\u3068\u306b\u3088\u308a\u3001\u5f93\u6765\u306e\u30e1\u30c8\u30ea\u30c3\u30af\u3084\u30ed\u30b0\u3067\u306e\u76e3\u8996\u3068\u6bd4\u8f03\u3057\u3066\u554f\u984c\u306e\u691c\u77e5\u306e\u901f\u5ea6\u304c\u5411\u4e0a\u3001\u9867\u5ba2\u5f71\u97ff\u304c\u5e83\u304c\u308b\u524d\u306b\u554f\u984c\u306b\u5bfe\u51e6\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u672c\u8b1b\u6f14\u3067\u306f\u3001\u30c8\u30ec\u30fc\u30b9\u76e3\u8996\u306e\u6982\u8981\u3068\u3001\u305d\u308c\u3092\u7528\u3044\u305f\u554f\u984c\u8abf\u67fb\u306e\u4e8b\u4f8b\u3092\u5171\u6709\u3057\u307e\u3059\u3002\n\n\n\u30c8\u30ec\u30f3\u30c9\u30de\u30a4\u30af\u30ed\u682a\u5f0f\u4f1a\u793e\u3000\u4e09\u5b85 \u6587\u5f66\n\u30c8\u30ec\u30f3\u30c9\u30de\u30a4\u30af\u30ed\u682a\u5f0f\u4f1a\u793e\u3000\u91ce\u672b \u6b66\u5fd7\n<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t





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\"\"
\u3068\u3042\u308b\u91d1\u878d\u6a5f\u95a2\u30b7\u30b9\u30c6\u30e0\u306b\u3066\u3001\u30ab\u30fc\u30cd\u30eb\u521d\u5fc3\u8005\u304cLinux\u30ab\u30fc\u30cd\u30eb\u30b3\u30fc\u30c9\u3068\u683c\u95d8\u3057\u306a\u304c\u3089eBPF\u3067\u30aa\u30d6\u30b6\u30fc\u30d0\u30d3\u30ea\u30c6\u30a3\u3092\u9ad8\u3081\u305f\u8a71<\/h5>

eBPF\u6280\u8853\u306f\u3001\u30aa\u30d6\u30b6\u30fc\u30d0\u30d3\u30ea\u30c6\u30a3\u3092\u9ad8\u3081\u308b\u305f\u3081\u306e\u753b\u671f\u7684\u306a\u6280\u8853\u306e1\u3064\u3068\u3057\u3066\u3001\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u754c\u9688\u3067\u3082\u5927\u304d\u306a\u6ce8\u76ee\u3092\u96c6\u3081\u3066\u3044\u307e\u3059\u3002\u30df\u30ea\u79d2\u5358\u4f4d\u306e\u53b3\u3057\u3044\u30ec\u30a4\u30c6\u30f3\u30b7\u76ee\u6a19\u3092\u7dad\u6301\u30fb\u5411\u4e0a\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u307e\u305a\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u52a0\u3048\u3066\u30ab\u30fc\u30cd\u30eb\u5185\u306e\u51e6\u7406\u5185\u8a33\u3092\u53ef\u8996\u5316\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001\u672c\u756a\u74b0\u5883\u3067\u8efd\u91cf\u306b\u7d44\u307f\u8fbc\u3081\u308beBPF\u6280\u8853\u304c\u6700\u9069\u3067\u3057\u305f\u3002\u672c\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u306f\u3001eBPF\u6280\u8853\u306e\u89e3\u8aac\u3082\u4ea4\u3048\u306a\u304c\u3089\u3001\u30d7\u30ed\u30bb\u30b9\u30b9\u30b1\u30b8\u30e5\u30fc\u30e9\u306e\u30ec\u30a4\u30c6\u30f3\u30b7\u3092\u8a08\u6e2c\u3059\u308b\u30c4\u30fc\u30eb\u3092\u5b9f\u88c5\u3057\u3001\u672c\u756a\u74b0\u5883\u306b\u9069\u7528\u3057\u305f\u4e8b\u4f8b\u306b\u3064\u3044\u3066\u304a\u8a71\u3057\u307e\u3059\u3002\n


\n\n\u65e5\u9244\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u30ba\u682a\u5f0f\u4f1a\u793e\u3000\u7530\u6751 \u5927\u6a39\n<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\"\"
\u5916\u5f62\u76e3\u8996\u306f\u3069\u3046\u3057\u3066\u308b\uff01\uff1f\u30af\u30e9\u30a6\u30c9\u7ba1\u7406\u578bAP\u306e\u76e3\u8996\u3092Jenkins&Selenium\u3067\u81ea\u52d5\u5316\u3057\u3066\u307f\u305f\uff01<\/h5>

\u5916\u5f62\u76e3\u8996\u3068\u3044\u3048\u3070\u3001\u4e00\u822c\u7684\u306b\u306fURL\u76e3\u8996\u3092\u6307\u3057\u307e\u3059\u304c\u3001\u30af\u30e9\u30a6\u30c9\u7ba1\u7406\u578bWi-Fi\u30a2\u30af\u30bb\u30b9\u30dd\u30a4\u30f3\u30c8\uff08AP\uff09\u306e\u76e3\u8996\u306fURL\u76e3\u8996\u3068\u306f\u9055\u3044\u3001AP\u3082AP\u3067\u63d0\u4f9b\u3057\u3066\u3044\u308b\u6a5f\u80fd\u3082\u6b63\u5e38\u3067\u3042\u308b\u3053\u3068\u306e\u78ba\u8a8d\u304c\u5fc5\u8981\u3068\u306a\u308a\u307e\u3059\u3002\u3082\u3061\u308d\u3093\u30af\u30e9\u30a6\u30c9\u6a5f\u80fd\u304c\u6b63\u5e38\u3067\u3042\u308b\u3053\u3068\u3082\u91cd\u8981\u3067\u3059\u3002\n\u4eca\u56de\u3001Jenkins\u30b5\u30fc\u30d0\u304b\u3089\u8907\u6570\u62e0\u70b9\u306e\u76e3\u8996\u7528PC\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3001Selenium\u306b\u3088\u3063\u3066\u5b9f\u969b\u306b\u30e6\u30fc\u30b6\u767b\u9332\u3059\u308b\u624b\u9806\u3092\u8e0f\u3093\u3060\u4e0a\u3067AP\u3068\u6a5f\u80fd\u304c\u6b63\u5e38\u304b\u76e3\u8996\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3057\u3001\u76e3\u8996\u696d\u52d9\u3092\u81ea\u52d5\u5316\u3057\u307e\u3057\u305f\u3002\n


\n\n\u6771\u65e5\u672c\u96fb\u4fe1\u96fb\u8a71\u682a\u5f0f\u4f1a\u793e\u3000\u77f3\u539f \u614e\u4e5f\n\u6771\u65e5\u672c\u96fb\u4fe1\u96fb\u8a71\u682a\u5f0f\u4f1a\u793e\u3000\u68ee \u76f4\u6a39\n<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\n\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t<\/i>\t\t\t<\/span>\n\t\t\t\t\t\t<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\"\"
\u672c\u5f53\u306b\u3084\u308a\u304c\u3061\u306a\u300cAWS\u306eIAM\u904b\u7528\u30a2\u30f3\u30c1\u30d1\u30bf\u30fc\u30f3\u300d10\u672c\u30ce\u30c3\u30af<\/h5>

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\n\n\u682a\u5f0f\u4f1a\u793eFlatt Security\u3000\u9f4b\u85e4 \u5fb3\u79c0<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
\n\t\t\t\t\t\t
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<\/figure>
\"\"
vCluster\u3092\u6d3b\u7528\u3057\u305fKubernetes\u74b0\u5883\u306e\u6700\u9069\u5316\u3068\u30d0\u30fc\u30b8\u30e7\u30f3\u30a2\u30c3\u30d7\u691c\u8a3c<\/h5>

\u6628\u4eca\u3001\u300cvCluster\u300d\u3092\u5229\u7528\u3057\u59cb\u3081\u308b\u65b9\u304c\u5897\u3048\u3066\u304d\u3066\u3044\u307e\u3059\u3002\n\u3057\u304b\u3057\u591a\u304f\u306e\u7d44\u7e54\u3067\u3001vCluster\u306e\u5229\u7528\u3092\"\"\u5b66\u7fd2\u5411\u3051\"\"\u306b\u7559\u3081\u308b\u30b1\u30fc\u30b9\u304c\u591a\u3044\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002\n\u672c\u30bb\u30df\u30ca\u30fc\u3067\u306f\u3001Kubernetes\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u30a2\u30c3\u30d7\u3084DevOps\u30c4\u30fc\u30eb\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u30a2\u30c3\u30d7\u691c\u8a3c\u306b\u7126\u70b9\u3092\u5f53\u3066\u3001vCluster\u3092\u3088\u308a\u6709\u52b9\u306b\u6d3b\u7528\u3059\u308b\u305f\u3081\u306e\u6210\u529f\u4f8b\u3084\u8ab2\u984c\u3092\u304a\u4f1d\u3048\u3057\u307e\u3059\u3002\nvCluster\u3092\u5229\u7528\u3057\u305f\u6700\u65b0\u306e\u691c\u8a3c\u624b\u6cd5\u3084\u52b9\u7387\u7684\u306a\u904b\u7528\u65b9\u6cd5\u3092\u5b66\u3073\u3001\u5b9f\u969b\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u3069\u3046\u5fdc\u7528\u3067\u304d\u308b\u304b\u3092\u63a2\u6c42\u3057\u307e\u3057\u3087\u3046\u3002\n\n\n\u682a\u5f0f\u4f1a\u793e\u30ab\u30b5\u30ec\u30a2\u30eb\u3000\u672c\u591a \u7fa9\u6a39<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t




\n\t\t\t\t\t\t
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<\/figure>
\"\"
\u30a4\u30f3\u30c6\u30eb\u00ae Tiber\u2122 \u30c7\u30d9\u30ed\u30c3\u30d1\u30fc\u30fb\u30af\u30e9\u30a6\u30c9\u306e\u7d39\u4ecb<\/h5>

\u6628\u5e74\u3001\u30a4\u30f3\u30c6\u30eb\u793e\u306e\u65b0\u3057\u3044\u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066\u3001\u30a4\u30f3\u30c6\u30eb\u00ae Tiber\u2122 \u30c7\u30d9\u30ed\u30c3\u30d1\u30fc\u30fb\u30af\u30e9\u30a6\u30c9\u304c\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u307e\u3057\u305f\u3002\u3053\u306e\u30b5\u30fc\u30d3\u30b9\u306f\u3001\u30a4\u30f3\u30c6\u30eb\u306e\u6700\u65b0\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u30fc\u3092\u3001\u30af\u30e9\u30a6\u30c9\u4e0a\u3067\u304a\u8a66\u3057\u3044\u305f\u3060\u3051\u308b\u6709\u511f\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u79fb\u884c\u3084\u8a55\u4fa1\u3068\u3044\u3063\u305f\u5229\u7528\u3084\u3001AI \u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u74b0\u5883\u3068\u3057\u3066\u904b\u7528\u3044\u305f\u3060\u3051\u307e\u3059\u3002\u3053\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u306f\u3001\u30b5\u30fc\u30d3\u30b9\u6982\u8981\u3092\u7d39\u4ecb\u3057\u3001\u5b9f\u969b\u306e\u5229\u7528\u30a4\u30e1\u30fc\u30b8\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002\n


\n\n\u30a8\u30af\u30bb\u30eb\u30bd\u30d5\u30c8\u682a\u5f0f\u4f1a\u793e\u3000\u5b87\u5d0e \u88d5\u592a<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
\n\t\t\t\t\t\t
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<\/figure>
\"\"
\u6b21\u4e16\u4ee3\u306e\u30af\u30e9\u30a6\u30c9\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\uff01Confidentail Computing\u3068\u306f<\/h5>

Confidential Computing\u3068\u306fCPU\u306b\u642d\u8f09\u3055\u308c\u305f\u6a5f\u80fd\u3092\u4f7f\u3063\u3066\u5229\u7528\u4e2d\u306e\u30c7\u30fc\u30bf\u3092\u5b88\u308b\u65b0\u3057\u3044\u6280\u8853\u3067\u3059\u3002\u6bd4\u8f03\u7684\u6700\u8fd1\u306b\u306a\u3063\u3066\u767b\u5834\u3057\u305f\u6280\u8853\u3067\u3059\u304c\u3001\u30af\u30e9\u30a6\u30c9\u4e0a\u3067\u7a3c\u50cd\u3059\u308b\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u4fdd\u8b77\u3059\u308b\u65b0\u305f\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6280\u8853\u3068\u3057\u3066\u6ce8\u76ee\u3092\u96c6\u3081\u3066\u304a\u308a\u3001\u8907\u6570\u306e\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u30d7\u30ed\u30d0\u30a4\u30c0\u304b\u3089\u76f8\u6b21\u3044\u3067\u95a2\u9023\u30b5\u30fc\u30d3\u30b9\u304c\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u8b1b\u6f14\u3067\u306f\u3001Confidential Computing\u3068\u306f\u4f55\u304b\u3001\u305d\u306e\u30e1\u30ea\u30c3\u30c8\u3084\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3092\u4ea4\u3048\u306a\u304c\u3089\u8aac\u660e\u3057\u307e\u3059\u3002\n


\n\nNTT\u30c7\u30fc\u30bf\u30b0\u30eb\u30fc\u30d7\u3000\u68b6\u6ce2 \u5d07<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
\n\t\t\t\t\t\t
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<\/figure>
\"\"
\u30af\u30e9\u30a6\u30c9\u30b3\u30b9\u30c8\u7ba1\u7406\u306e\u6b63\u653b\u6cd5\u3092\u77e5\u308a\u305f\u3044\u301cFinOps Foundation\u306b\u5b66\u3076FinOps\u306e\u8003\u3048\u65b9\u301c<\/h5>

\u3053\u3053\u8fd1\u5e74\u3001IT\u696d\u754c\u306e\u6d41\u308c\u3068\u3057\u3066\u306f\u30af\u30e9\u30a6\u30c9\u5316\u304b\u3089\u30af\u30e9\u30a6\u30c9\u524d\u63d0\u306b\u30b7\u30d5\u30c8\u3057\u3066\u3044\u3063\u3066\u3044\u307e\u3059\u3002\n\u305d\u308c\u306b\u4f34\u3044\u30af\u30e9\u30a6\u30c9\u306b\u304b\u304b\u308b\u30b3\u30b9\u30c8\u306e\u91d1\u984d\u3084\u7ba1\u7406\u65b9\u6cd5\u306b\u3064\u3044\u3066\u60a9\u307e\u3055\u308c\u3066\u3044\u308b\u65b9\u3082\u591a\u304f\u306a\u3063\u3066\u3044\u308b\u304b\u3068\u601d\u3044\u307e\u3059\u3002\n\u30af\u30e9\u30a6\u30c9\u30b3\u30b9\u30c8\u3092\u4f53\u7cfb\u7684\u306b\u5b66\u3076\u65b9\u6cd5\u3068\u3057\u3066FinOps Foundation\u306eFramework\u304c\u53c2\u8003\u306b\u306a\u308a\u307e\u3059\u3002\n\u672c\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u306fFinOps\u306b\u3064\u3044\u3066\u306e\u6982\u8981\u3084Framework\u306b\u3064\u3044\u3066\u304a\u8a71\u3044\u305f\u3057\u307e\u3059\u3002\n


\n\n\u682a\u5f0f\u4f1a\u793e \u30d6\u30ed\u30fc\u30c9\u30ea\u30fc\u30d5\u3000\u5de6\u8fd1\u5145 \u88d5\u6a39\n<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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<\/figure>
\"\"
\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u904b\u7528\u5185\u88fd\u5316\u306e\u6311\u6226 - \u5171\u901a\u76e3\u8996\u57fa\u76e4(3EaaS)\u306b\u3088\u308b\u30b3\u30b9\u30c8\u524a\u6e1b\u3068\u904b\u7528\u6539\u5584 -<\/h5>

\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u306e\u904b\u7528\u306b\u304b\u304b\u308b\u30b3\u30b9\u30c8\u306b\u60a9\u3093\u3067\u3044\u307e\u305b\u3093\u304b\uff1f\n\u672c\u30bb\u30c3\u30b7\u30e7\u30f3\u306f\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u306e\u904b\u7528\u5185\u88fd\u5316\u3092\u8003\u3048\u3066\u3044\u308b\u65b9\u5411\u3051\u306e\u5185\u5bb9\u3067\u3059\u3002\n\u5f0a\u793e\u3067\u306f2019\u5e74\u9803\u304b\u3089\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u3092\u6d3b\u7528\u3057\u305f\u793e\u5185\u30d7\u30ed\u30c0\u30af\u30c8\u306e\u5897\u52a0\u306b\u4f34\u3044\u3001\u5916\u90e8\u3078\u306e\u59d4\u8a17\u8cbb\u3084\u76e3\u8996\u30b3\u30b9\u30c8\u304c\u8ab2\u984c\u3068\u306a\u308a\u307e\u3057\u305f\u3002\n\u305d\u3053\u3067\u3001\u904b\u7528\u306b\u6c42\u3081\u3089\u308c\u308b\u5171\u901a\u7684\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u76e3\u8996\u57fa\u76e4\uff083EaaS\uff09\u3092\u958b\u767a\u3057\u305f\u306e\u3067\u3001\u305d\u306e\u53d6\u308a\u7d44\u307f\u3068\u52b9\u679c\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002\n


\n\n\u6771\u65e5\u672c\u96fb\u4fe1\u96fb\u8a71\u682a\u5f0f\u4f1a\u793e\u3000\u7530\u53e3 \u88d5\u771f\n\u6771\u65e5\u672c\u96fb\u4fe1\u96fb\u8a71\u682a\u5f0f\u4f1a\u793e\u3000\u718a\u672c \u77e5\u512a\n<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
\n\t\t\t\t\t\t
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<\/figure>
\"\"
IAM Identity Center \u3092\u4f7f\u7528\u3057\u3066\u3001Microsoft Entra ID \u3084 Google Workspace \u306e\u30e6\u30fc\u30b6\u30fc\u3067 AWS \u30a2\u30ab\u30a6\u30f3\u30c8\u306b SSO \u3059\u308b<\/h5>

AWS IAM Ideneity Center \u306e\u6a5f\u80fd\u3092\u7528\u3044\u3066\u3001Microsoft Entra ID \u4e0a\u306e\u30e6\u30fc\u30b6\u30fc\u304a\u3088\u3073 Google Workspace\u4e0a\u306e\u30e6\u30fc\u30b6\u30fc\u3067AWS\u30a2\u30ab\u30a6\u30f3\u30c8\u3078\u306eSSO\u3092\u5b9f\u88c5\u3059\u308b\u305f\u3081\u306e\u65b9\u6cd5\u3001\u307e\u305f\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u306e\u8a2d\u5b9a\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002Azure\u3084GoogleWorkspace\u3092\u5229\u7528\u4e2d\u3067\u3001AWS\u306e\u5c0e\u5165\u3092\u691c\u8a0e\u3057\u3066\u3044\u308b\u65b9\u5411\u3051\u306e\u8b1b\u6f14\u3068\u306a\u308a\u307e\u3059\u3002\n


\n\n\u682a\u5f0f\u4f1a\u793e\u30a8\u30fc\u30d4\u30fc\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u30ba\u3000\u65e9\u623f\u4f51\u6a39<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
\n\t\t\t\t\t\t
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\n\t\t\t
\n\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t<\/i>\t\t\t<\/span>\n\t\t\t\t\t\t<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

AIOps \u904b\u7528\u82e6\u52b4\u8a71(\u3057\u304f\u3058\u308a,\u30c8\u30e9\u30b7\u30e5\u30fc) \u904b\u7528\u81ea\u52d5\u5316(Dev\/Ops, CI\/CD, IaC) \u30c1\u30fc\u30e0\u3065\u304f\u308a\u30fb\u4eba\u6750\u80b2\u6210 \u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u904b\u7528\uff08AWS, Azure, GCP\u306a\u3069\uff09 OpenStack \u76e3\u8996\u30fb\u30ed\u30b0\u30fb\u30aa\u30d6\u30b6\u30fc\u30d0\u30d3\u30ea\u30c6\u30a3 AIOps ffwd \u306b\u3088\u3063\u3066\u5b9f\u73fe\u3055\u308c\u308b\u30e2\u30d0\u30a4\u30eb\u30b3\u30a2 AIOps\uff08\u691c\u8a3c\u4e8b\u4f8b\u306e\u7d39\u4ecb\uff09 \u672c\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u306f\u3001AIOps \u3092\u5b9f\u73fe\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308b ffwd \u306e\u6a5f\u80fd\u7684\u7279\u5fb4\u306b\u3064\u3044\u3066\u3001\u305d\u306e\u958b\u767a\u3092\u6307\u63ee\u3057\u3066\u3044\u308bcorezero\u793e\u306eYee Soon\u3068\u5171\u306b\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002\u305d\u306e\u6a5f\u80fd\u306e\u6709\u52b9\u6027\u3092\u5b9f\u8a3c\u3059\u308b\u305f\u3081\u3001BBSakura \u304c\u7ba1\u7406\u904b\u7528\u3092\u62c5\u5f53\u3059\u308b\u300c\u3055\u304f\u3089\u306e\u30bb\u30ad\u30e5\u30a2\u30e2\u30d0\u30a4\u30eb\u30b3\u30cd\u30af\u30c8\u300d\u306e\u30e2\u30d0\u30a4\u30eb\u30b3\u30a2\u90e8\u5206\u306e\u672c\u756a\u74b0\u5883\u30ed\u30b0\u3092 ffwd \u306b\u8ee2\u9001\u3057\u3066\u3001\u6b21\u671f\u904b\u7528\u57fa\u76e4\u3068\u3057\u3066\u5229\u7528\u53ef\u80fd\u3067\u3042\u308b\u304b\u3092\u691c\u8a3c\u3057\u307e\u3057\u305f\u3002\u305d\u306e\u691c\u8a3c\u7d50\u679c\u3092\u3001AIOps\u306e\u5b9f\u73fe\u3092\u691c\u8a0e\u3055\u308c\u3066\u3044\u308b\u7686\u69d8\u306b\u5411\u3051\u3066\u3054\u5831\u544a\u3057\u307e\u3059\u3002 BBSakura Networks \u682a\u5f0f\u4f1a\u793e \u3000\u4f50\u85e4 \u54f2\u4e5f Corezero\u3000Yee Soon AI\u3067\u306e\u30c7\u30fc\u30bf\u691c\u7d22\u306b\u3082\u5bfe\u5fdc\uff01 Elasticsearch\/Kibana\u306e\u6700\u5f37\u306e\u30d1\u30a4\u30d7\u578b\u30af\u30a8\u30ea\u30fc\u8a00\u8a9eES|QL\u306e\u7d39\u4ecb \u30ed\u30b0\u7ba1\u7406\u30c4\u30fc\u30eb\u3068\u3057\u3066\u591a\u304f\u306e\u30e6\u30fc\u30b6\u30fc\u306b\u611b\u3055\u308c\u3066\u3044\u308bElasticsearch & Kibana\u306b\u3001\u9769\u65b0\u7684\u306a\u30af\u30a8\u30ea\u30fc\u8a00\u8a9eES|QL\u304c\u3064\u3044\u306bGA\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u672c\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u306fES|QL\u306e\u3059\u3054\u3055\u3068\u3068\u3082\u306b\u3001\u4eca\u307e\u3067\u306eKibana\u3067\u306e\u30c7\u30fc\u30bf\u5206\u6790\u30fb\u904b\u7528\u304c\u3069\u3046\u5909\u308f\u3063\u3066\u3044\u304f\u306e\u304b\u3001AI\u3068\u7d44\u307f\u5408\u308f\u305b\u305f\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3068\u3068\u3082\u306b\u7d39\u4ecb\u3057\u307e\u3059\u3002 Elasticsearch\u682a\u5f0f\u4f1a\u793e\u3000\u95a2\u5c4b \u4fe1\u5f66 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\u30fb\u751f\u6210AI\u3092\u7528\u3044\u305f\u904e\u53bb\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u60c5\u5831\u306e\u6709\u52b9\u6d3b\u7528 \u30fbAzure OpenAI Service\u57fa\u76e4\u306e\u904b\u7528\u7ba1\u7406 NTT\u30c7\u30fc\u30bf\u5148\u7aef\u6280\u8853\u682a\u5f0f\u4f1a\u793e \u3000\u5185\u5c71 \u52c7\u4f5c GAIOps\uff1a\u751f\u6210AI\u6d3b\u7528\u3067IT\u904b\u7528\u6539\u5584\uff5e\u3088\u308a\u826f\u304f\u6d3b\u7528\u3059\u308b\u305f\u3081\u306e\uff17\u3064\u306e\u30dd\u30a4\u30f3\u30c8\uff5e \u84c4\u7a4d\u3055\u308c\u305f\u30ce\u30a6\u30cf\u30a6\u3084\u30d9\u30f3\u30c0\u30fc\u60c5\u5831\u3092\u6d3b\u7528\u3057\u3066\u3001\u751f\u6210AI(Generative AI)\u3092\u7528\u3044\u305fIT\u904b\u7528\u9ad8\u5ea6\u5316\uff08AIOps\uff09\u306b\u5411\u3051\u305f\u53d6\u308a\u7d44\u307f\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u3002\u81ea\u793e\u306b\u5c0e\u5165\u3092\u59cb\u3081\u3066\u3044\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u6d3b\u52d5\u5185\u5bb9\u3068\u3068\u3082\u306b\u3001\u9069\u7528\u30b7\u30ca\u30ea\u30aa\u3084\u6ce8\u610f\u3059\u3079\u304d\u30dd\u30a4\u30f3\u30c8\u3001\u95a2\u9023\u3059\u308b\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002 \u30e6\u30cb\u30a2\u30c7\u30c3\u30af\u30b9\u682a\u5f0f\u4f1a\u793e\u3000\u85e4\u7530 \u52dd\u8cab \u6b21\u4e16\u4ee3\u3078\u306e\u30b5\u30dd\u30fc\u30c8\u30c7\u30b9\u30af\u306e\u904b\u7528\u6539\u9769\u3068\u9867\u5ba2\u6e80\u8db3\u5ea6\u5411\u4e0a\u3078\u306e\u53d6\u308a\u7d44\u307f \u30b5\u30dd\u30fc\u30c8\u30c7\u30b9\u30af\u306e\u904b\u7528\u62c5\u5f53\u8005\u5411\u3051\u306e\u5185\u5bb9\u3068\u306a\u308a\u307e\u3059\u3002 … 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