{"id":31949,"date":"2026-04-24T10:47:06","date_gmt":"2026-04-24T10:47:06","guid":{"rendered":"https:\/\/itbusinesstoday.com\/?p=31949"},"modified":"2026-04-24T10:47:06","modified_gmt":"2026-04-24T10:47:06","slug":"datadog-tackles-ai-infra-costs-via-gpu-monitoring","status":"publish","type":"post","link":"https:\/\/itbusinesstoday.com\/ja\/tech\/cloud\/datadog-tackles-ai-infra-costs-via-gpu-monitoring\/","title":{"rendered":"Datadog\u3001GPU\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3067AI\u30a4\u30f3\u30d5\u30e9\u30b3\u30b9\u30c8\u306b\u6311\u6226"},"content":{"rendered":"

\u30c7\u30fc\u30bf\u30c9\u30c3\u30b0<\/a> \u307b\u3068\u3093\u3069\u306e\u30c1\u30fc\u30e0\u304c\u8a8d\u3081\u305f\u304f\u306a\u3044\u554f\u984c\u3092\u6307\u6458\u3057\u305f\u3060\u3051\u3067\u3059\u3002AI\u304c\u9ad8\u4fa1\u306b\u306a\u3063\u3066\u3044\u308b\u306e\u306f\u3001GPU\u304c\u5e0c\u5c11\u3060\u304b\u3089\u3067\u306f\u306a\u304f\u3001GPU\u304c\u3069\u306e\u3088\u3046\u306b\u4f7f\u308f\u308c\u3066\u3044\u308b\u306e\u304b\u8ab0\u3082\u77e5\u3089\u306a\u3044\u304b\u3089\u3067\u3059\u3002.<\/p>\n

\u540c\u793e\u306e\u65b0\u3057\u3044GPU\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u88fd\u54c1\u306f\u3001\u57fa\u672c\u7684\u306b\u53ef\u8996\u5316\u306b\u3064\u3044\u3066\u3067\u3059\u3002\u8868\u9762\u7684\u306a\u30e1\u30c8\u30ea\u30af\u30b9\u3067\u306f\u306a\u304f\u3001\u3069\u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u304c\u3069\u306eGPU\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u306e\u304b\u3001\u8ab0\u304cGPU\u3092\u6240\u6709\u3057\u3066\u3044\u308b\u306e\u304b\u3001\u305d\u3057\u3066GPU\u304c\u4f55\u304b\u6709\u7528\u306a\u3053\u3068\u3092\u884c\u3063\u3066\u3044\u308b\u306e\u304b\u3092\u660e\u78ba\u306b\u3057\u307e\u3059\u3002\u4e00\u753b\u9762\u3067\u30d5\u30eb\u30b9\u30bf\u30c3\u30af\u8868\u793a\u3002\u30b7\u30f3\u30d7\u30eb\u306b\u805e\u3053\u3048\u307e\u3059\u304c\u3001\u3053\u308c\u306f\u307e\u3055\u306b\u4eca\u65e5\u307b\u3068\u3093\u3069\u306e\u30c1\u30fc\u30e0\u304c\u82e6\u52b4\u3057\u3066\u3044\u308b\u3068\u3053\u308d\u3067\u3059\u3002.<\/p>\n

\u73fe\u5728\u3001\u4f01\u696d\u306f\u30bb\u30fc\u30d5\u30c6\u30a3\u30cd\u30c3\u30c8\u3068\u3057\u3066GPU\u3092\u904e\u5270\u306b\u5272\u308a\u5f53\u3066\u3066\u3044\u307e\u3059\u3002\u5f7c\u3089\u306f\u30012\u3064\u306e\u7570\u306a\u308b\u975e\u30a2\u30af\u30c6\u30a3\u30d6\u72b6\u614b\u30682\u3064\u306e\u7570\u306a\u308b\u6a5f\u5668\u6545\u969c\u72b6\u614b\u3092\u533a\u5225\u3059\u308b\u80fd\u529b\u3092\u6b20\u3044\u3066\u3044\u307e\u3059\u3002\u5f7c\u3089\u306f\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306b\u8ffd\u52a0\u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3092\u4f7f\u7528\u3057\u3066\u304a\u308a\u3001\u305d\u308c\u3092\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u306e\u65b9\u6cd5\u3068\u3057\u3066\u8aac\u660e\u3057\u3066\u3044\u307e\u3059\u3002\u305d\u3053\u306b\u304a\u91d1\u304c\u71c3\u3048\u3066\u3044\u308b\u306e\u3067\u3059\u3002.<\/p>\n

\u3053\u3061\u3089\u3082\u304a\u8aad\u307f\u304f\u3060\u3055\u3044\uff1a \u4e09\u83f1\u96fb\u6a5fDI\u3068Nutanix\u304c\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30af\u30e9\u30a6\u30c9\u3067\u63d0\u643a<\/a><\/h4>\n

\u3053\u308c\u306f\u305d\u306e\u65b9\u7a0b\u5f0f\u3092\u5909\u3048\u307e\u3059\u3002\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u554f\u984c\u3092\u3088\u308a\u901f\u304f\u30c8\u30ec\u30fc\u30b9\u3057\u3001\u5341\u5206\u306b\u6d3b\u7528\u3055\u308c\u3066\u3044\u306a\u3044\u30ea\u30bd\u30fc\u30b9\u3092\u898b\u3064\u3051\u3001\u5b9f\u969b\u306bGPU\u304c\u3082\u3063\u3068\u5fc5\u8981\u306a\u306e\u304b\u3001\u3088\u308a\u826f\u3044\u5272\u308a\u5f53\u3066\u304c\u5fc5\u8981\u306a\u306e\u304b\u3092\u5224\u65ad\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u30c1\u30fc\u30e0\u3068ML\u30c1\u30fc\u30e0\u3092\u540c\u3058\u30da\u30fc\u30b8\u306b\u5f15\u304d\u8fbc\u3080\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002.<\/p>\n

\u5927\u304d\u306a\u8996\u70b9\u3067\u898b\u308c\u3070\u3001\u3053\u306e\u958b\u767a\u306f\u78ba\u7acb\u3055\u308c\u305f\u30d1\u30bf\u30fc\u30f3\u306b\u5f53\u3066\u306f\u307e\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002\u4eba\u5de5\u77e5\u80fd\u30b7\u30b9\u30c6\u30e0\u306e\u88fd\u9020\u306b\u306f\u3001\u904b\u7528\u4e0a\u306e\u898f\u5f8b\u3068\u30b3\u30b9\u30c8\u7ba1\u7406\u306e\u4e21\u65b9\u304c\u5fc5\u8981\u3067\u3059\u3002\u5fc5\u8981\u306a\u306e\u306f\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u3060\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002.<\/p>","protected":false},"excerpt":{"rendered":"

Datadog just called out a problem most teams don\u2019t want to admit. AI is getting expensive not because GPUs are rare, but because nobody really knows how they\u2019re being used. Their new GPU Monitoring product is basically about visibility. Not surface-level metrics, but actual clarity on which workloads are using which GPUs, who owns them, and whether they\u2019re doing anything useful. One screen, full stack view. That sounds simple, but this is exactly where most teams struggle today. Right now, companies over-allocate GPUs as a safety net. They lack the ability to distinguish between two different states of inactivity and two different states of equipment failure. They use additional hardware […]<\/p>\n","protected":false},"author":7,"featured_media":31995,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"wprm-recipe-roundup-name":"","wprm-recipe-roundup-description":"","postBodyCss":"","postBodyMargin":[],"postBodyPadding":[],"postBodyBackground":{"backgroundType":"classic","gradient":""},"footnotes":""},"categories":[183,215,207,237,1838,85],"tags":[12675,384,377,2794,12676],"ppma_author":[572],"class_list":{"0":"post-31949","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-cloud","8":"category-computing","9":"category-international","10":"category-news","11":"category-quick-reads","12":"category-tech","13":"tag-ai-project","14":"tag-cloud","15":"tag-computing","16":"tag-datadog","17":"tag-gpu-monitoring"},"yoast_head":"\nDatadog cuts AI infra costs with GPU insights<\/title>\n<meta name=\"description\" content=\"Datadog highlights rising AI costs driven by poor GPU visibility, introducing monitoring tools to help optimize infrastructure spending.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/itbusinesstoday.com\/ja\/tech\/cloud\/datadog-tackles-ai-infra-costs-via-gpu-monitoring\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Datadog cuts AI infra costs with GPU insights\" \/>\n<meta property=\"og:description\" content=\"Datadog highlights rising AI costs driven by poor GPU visibility, introducing monitoring tools to help optimize infrastructure spending.\" \/>\n<meta property=\"og:url\" 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