{"id":8084,"date":"2025-10-04T07:13:44","date_gmt":"2025-10-04T07:13:44","guid":{"rendered":"https:\/\/pokecon.jp\/job\/?p=8084"},"modified":"2025-10-04T07:13:44","modified_gmt":"2025-10-04T07:13:44","slug":"ai-computing-broker-%e6%9c%80%e6%96%b0%e3%83%87%e3%83%a2%e3%81%ae%e7%b4%b9%e4%bb%8b-fltech","status":"publish","type":"post","link":"https:\/\/pokecon.jp\/job\/8084\/","title":{"rendered":"AI Computing Broker \u6700\u65b0\u30c7\u30e2\u306e\u7d39\u4ecb &#8211; fltech"},"content":{"rendered":"\n<\/p>\n<div>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/f\/fltech-user\/20250916\/20250916102336.png\" width=\"1200\" height=\"630\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<h2 id=\"\u306f\u3058\u3081\u306b\">\u306f\u3058\u3081\u306b<\/h2>\n<p>\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u7814\u7a76\u6240\u306e\u9ad8\u54c1\u30fb\u7c9f\u672c\u3067\u3059\u3002<br \/>\n\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u5bcc\u58eb\u901a\u7814\u7a76\u6240\u3067\u958b\u767a\u3057\u3066\u3044\u308b ACB (AI computing broker) \u3068\u3044\u3046\u3001 AI \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u5bfe\u3057\u3066 GPU \u3092\u52b9\u7387\u7684\u306b\u5272\u308a\u5f53\u3066\u308b\u6280\u8853\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001\u6628\u4eca\u6025\u6fc0\u306b\u91cd\u8981\u5ea6\u3092\u5897\u3057\u3066\u3044\u308b LLM \u63a8\u8ad6\u30b5\u30fc\u30d3\u30b9\u306e\u904b\u7528\u306b ACB \u3092\u6d3b\u7528\u3059\u308b\u6700\u65b0\u30c7\u30e2\u3092\u3054\u7d39\u4ecb\u3057\u3001\u3088\u308a\u5c11\u306a\u3044\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u6295\u8cc7\u3067\u591a\u6570\u306e LLM \u3092\u30c7\u30d7\u30ed\u30a4\u3067\u304d\u308b\u3053\u3068\u3092\u793a\u3057\u307e\u3059\u3002<\/p>\n<p>\u4ee5\u524d \u306e Tech blog \u3067\u3082\u4f55\u5ea6\u304b ACB \u306b\u3064\u3044\u3066\u3054\u7d39\u4ecb\u3055\u305b\u3066\u3044\u305f\u3060\u3044\u3066\u304a\u308a\u307e\u3059\u3002\u4ee5\u4e0b\u306e\u30a8\u30f3\u30c8\u30ea\u3082\u8ffd\u52a0\u3067\u3054\u89a7\u3044\u305f\u3060\u304f\u3068\u3088\u308a\u6df1\u304f\u7406\u89e3\u3057\u3066\u3044\u305f\u3060\u3051\u308b\u306e\u3067\u306f\u306a\u3044\u304b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Fblog.fltech.dev%2Fentry%2F2024%2F06%2F03%2Fai-computing-broker-technology-ja\" title=\"\u4e16\u754c\u7684\u306bAI\u958b\u767a\u3067\u9700\u8981\u304c\u9ad8\u307e\u3063\u3066\u3044\u308bGPU\u3092\u52b9\u7387\u826f\u304f\u5229\u7528\u3059\u308bAI Computing Broker\u6280\u8853 - fltech - \u5bcc\u58eb\u901a\u7814\u7a76\u6240\u306e\u6280\u8853\u30d6\u30ed\u30b0\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/blog.fltech.dev\/entry\/2024\/06\/03\/ai-computing-broker-technology-ja\">blog.fltech.dev<\/a><\/cite><\/p>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Fblog.fltech.dev%2Fentry%2F2025%2F07%2F04%2Fisc2025-1-ja\" title=\"ISC2025\u306b\u53c2\u52a0\u30fb\u5c55\u793a\u3057\u307e\u3057\u305f#1 \uff5e AI Computing Broker\u304a\u3088\u3073AI\u30d9\u30fc\u30b9\u306e\u91cf\u5b50\u5316\u5b66\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3 - fltech - \u5bcc\u58eb\u901a\u7814\u7a76\u6240\u306e\u6280\u8853\u30d6\u30ed\u30b0\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/blog.fltech.dev\/entry\/2025\/07\/04\/isc2025-1-ja\">blog.fltech.dev<\/a><\/cite><\/p>\n<h2 id=\"ACB-\u306e\u6982\u8981\">ACB \u306e\u6982\u8981<\/h2>\n<p>AI \u306e\u52b9\u7387\u7684\u306a\u5b9f\u884c\u306e\u305f\u3081\u306b GPU \u306b\u3088\u308b\u8a08\u7b97\u306f\u6b20\u304b\u305b\u306a\u3044\u3082\u306e\u3067\u3059\u3002<br \/>\n\u4e00\u65b9\u3001 GPU \u306f\u305d\u306e\u6027\u80fd\u306e\u9ad8\u3055\u3068\u6025\u6fc0\u306a\u9700\u8981\u5897\u52a0\u304b\u3089\u9ad8\u4fa1\u306a\u8cc7\u6e90\u3068\u306a\u3063\u3066\u304a\u308a\u3001\u591a\u304f\u306e\u4f01\u696d\u306b\u3068\u3063\u3066\u30a4\u30f3\u30d5\u30e9\u30b3\u30b9\u30c8\u306e\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<br \/>\nACB \u306f GPU \u306e\u5229\u7528\u52b9\u7387\u3092\u6700\u5927\u9650\u9ad8\u3081\u3001\u9650\u308a\u3042\u308b GPU \u8cc7\u6e90\u306e\u4e0a\u3067\u3067\u304d\u308b\u3060\u3051\u591a\u304f\u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u5b9f\u884c\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u3092\u76ee\u6307\u3057\u305f\u6280\u8853\u3067\u3059\u3002<\/p>\n<p>ACB \u306f\u5f93\u6765\u306eGPU\u8cc7\u6e90\u306e\u5272\u5f53\u65b9\u6cd5\u306b\u3088\u3063\u3066\u751f\u3058\u308bGPU\u5229\u7528\u7387\u4f4e\u4e0b\u306b\u6ce8\u76ee\u3057\u3001 GPU \u306e\u5272\u308a\u5f53\u3066\u6226\u7565\u3092\u898b\u76f4\u3059\u3053\u3068\u3067 GPU \u5229\u7528\u7387\u306e\u5411\u4e0a\u3092\u56f3\u308a\u307e\u3059\u3002<br \/>\n\u3053\u306e\u3053\u3068\u3092\u3001\u4ee5\u4e0b\u306e\u56f3 1 \u3067\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n<p><figure class=\"figure-image figure-image-fotolife\" title=\"\u56f31: ACB \u306e\u6982\u8981\"><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/f\/fltech-user\/20250910\/20250910195423.jpg\" alt=\"ACB \u306e\u6982\u8981\" width=\"800\" height=\"337\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><figcaption>\u56f31: ACB \u306e\u6982\u8981<\/figcaption><\/figure>\n<\/p>\n<p>\u5f93\u6765\u306e AI \u30b8\u30e7\u30d6\u5b9f\u884c\u306b\u304a\u3051\u308b GPU \u5272\u308a\u5f53\u3066\u306b\u304a\u3044\u3066\u306f\u3001GPU \u30ea\u30bd\u30fc\u30b9\u3092\u30b8\u30e7\u30d6\u306e\u958b\u59cb\u304b\u3089\u7d42\u4e86\u307e\u3067\u5360\u6709\u3059\u308b\u65b9\u5f0f\u304c\u4e00\u822c\u7684\u3067\u3057\u305f (\u56f3 1 \u4e0a)\u3002<br \/>\n\u8907\u6570\u30b8\u30e7\u30d6\u3067 GPU \u306e\u5229\u7528\u304c\u5e72\u6e09\u3059\u308b\u3068\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30b9\u30a4\u30c3\u30c1\u7b49\u306b\u3088\u308b\u6027\u80fd\u4f4e\u4e0b\u3092\u5f15\u304d\u8d77\u3053\u3057\u3084\u3059\u304f\u306a\u308b\u307b\u304b\u3001\u8907\u6570\u30b8\u30e7\u30d6\u306b\u3088\u308b\u30e1\u30e2\u30ea\u78ba\u4fdd\u306e\u885d\u7a81\u304b\u3089 GPU \u30e1\u30e2\u30ea\u4e0d\u8db3\u7b49\u3092\u5f15\u304d\u8d77\u3053\u3057\u3066\u30b8\u30e7\u30d6\u306e\u5b9f\u884c\u304c\u5931\u6557\u3057\u3066\u3057\u307e\u3046\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002<br \/>\n\u3053\u306e\u3088\u3046\u306a\u554f\u984c\u3092\u907f\u3051\u308b\u305f\u3081\u3001\u30b8\u30e7\u30d6\u5168\u4f53\u306b\u308f\u305f\u3063\u3066 GPU \u3092\u5360\u6709\u3055\u305b\u308b\u3088\u3046\u306b\u4fdd\u5b88\u7684\u306b\u5272\u308a\u5f53\u3066\u3092\u884c\u3046\u306e\u3067\u3059\u3002<\/p>\n<p>\u4e00\u65b9\u3067\u3001AI \u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3067\u306f\u591a\u304f\u306e\u5834\u5408 CPU \u51e6\u7406 (\u30c7\u30fc\u30bf\u30ed\u30fc\u30c9\u7b49\u306e I\/O, \u524d\u51e6\u7406, etc) \u3068 GPU \u51e6\u7406 (\u5b66\u7fd2, \u63a8\u8ad6) \u304c\u6df7\u5728\u3057\u3066\u3044\u307e\u3059\u3002\u5f93\u6765\u306e\u3088\u3046\u306a\u4fdd\u5b88\u7684\u306a\u5272\u308a\u5f53\u3066\u306e\u5834\u5408\u3001 GPU \u3092\u5b9f\u969b\u306b\u306f\u5229\u7528\u3057\u3066\u3044\u306a\u3044 CPU \u51e6\u7406\u306e\u6642\u9593\u3082 GPU \u3092\u5360\u6709\u3057\u7d9a\u3051\u308b\u3053\u3068\u306b\u306a\u308a\u3001 GPU \u304c\u5229\u7528\u3055\u308c\u306a\u3044\u30a2\u30a4\u30c9\u30eb\u6642\u9593\u304c\u9577\u304f\u306a\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002<\/p>\n<p>ACB \u306f GPU \u304c\u5b9f\u969b\u306b\u5fc5\u8981\u306a\u6642\u9593\u3060\u3051\u30b8\u30e7\u30d6\u306b\u5272\u308a\u5f53\u3066\u308b\u3053\u3068\u3067\u3001\u4f59\u8a08\u306a GPU \u306e\u78ba\u4fdd\u3092\u6e1b\u3089\u3057\u5229\u7528\u52b9\u7387\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059 (\u56f3 1 \u4e0b)\u3002<br \/>\n\u3053\u3053\u3067\u300cACB \u3092\u5229\u7528\u3057\u305f\u5834\u5408\u306b\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u9593\u306e GPU \u5229\u7528\u304c\u5e72\u6e09\u3057\u3066\u3057\u307e\u3046\u3053\u3068\u306f\u7121\u3044\u306e\u304b\u300d\u3068\u3044\u3046\u7591\u554f\u304c\u6d6e\u304b\u3093\u3067\u304f\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<br \/>\nACB \u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u70b9\u3092\u7ba1\u7406\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066 GPU \u5229\u7528\u306e\u5e72\u6e09\u3092\u9632\u304e\u3001\u5b89\u5168\u306b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li>GPU \u306e\u8a08\u7b97\u304c\u91cd\u8907\u3057\u306a\u3044\u3088\u3046\u306b\u5272\u308a\u5f53\u3066\u671f\u9593\u3092\u7ba1\u7406\u3059\u308b<\/li>\n<li>GPU \u30e1\u30e2\u30ea\u4e0d\u8db3\u3092\u8d77\u3053\u3055\u306a\u3044\u3088\u3046\u306b GPU \u4e0a\u306e\u30c7\u30fc\u30bf\u3092\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u9000\u907f\u3055\u305b\u308b<\/li>\n<\/ul>\n<p>\u3053\u306e\u3088\u3046\u306b\u3001 ACB \u306f GPU \u5229\u7528\u306e\u5e72\u6e09\u3092\u9632\u304e\u3064\u3064\u3001\u6700\u5927\u9650 GPU \u306e\u5272\u308a\u5f53\u3066\u6a5f\u4f1a\u3092\u5897\u3084\u3059\u3053\u3068\u3067\u5229\u7528\u52b9\u7387\u3092\u5411\u4e0a\u3055\u305b\u308b\u6280\u8853\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3 id=\"\u53c2\u8003-\u4ed6\u306e\u30ea\u30bd\u30fc\u30b9\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u6bd4\u8f03\">\u53c2\u8003: \u4ed6\u306e\u30ea\u30bd\u30fc\u30b9\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u6bd4\u8f03<\/h3>\n<p>GPU \u7b49\u8a08\u7b97\u30af\u30e9\u30b9\u30bf\u306e\u30ea\u30bd\u30fc\u30b9\u7ba1\u7406\u3067\u3088\u304f\u4f7f\u308f\u308c\u308b\u30b7\u30b9\u30c6\u30e0\u3068\u3057\u3066\u306f <a target=\"_blank\" href=\"https:\/\/slurm.schedmd.com\/documentation.html\">Slurm<\/a> \u304c\u3042\u308a\u307e\u3059\u3002<br \/>\n\u3053\u3061\u3089\u306f\u30b8\u30e7\u30d6\u3054\u3068\u306b\u8cc7\u6e90\u3092\u5360\u6709\u3055\u305b\u308b\u65b9\u5f0f\u306e\u3082\u306e\u3067\u3001\u4e0a\u3067\u3042\u3052\u305f\u5f93\u6765\u306e\u5272\u308a\u5f53\u3066\u65b9\u6cd5\u306b\u3042\u3052\u305f\u8ab2\u984c\u304c\u5f53\u3066\u306f\u307e\u308a\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u8fd1\u5e74\u3067\u306f <a target=\"_blank\" href=\"https:\/\/kubernetes.io\/\">Kubernetes<\/a> \u304c GPU \u30af\u30e9\u30b9\u30bf\u7ba1\u7406\u306b\u7528\u3044\u3089\u308c\u308b\u30b1\u30fc\u30b9\u3082\u591a\u304f\u3042\u308a\u3001 <a target=\"_blank\" href=\"https:\/\/www.nvidia.com\/en-us\/software\/run-ai\/\">Run:ai<\/a> \u306e\u3088\u3046\u306a Kubernetes \u3068\u306e\u7d71\u5408\u306b\u30d5\u30a9\u30fc\u30ab\u30b9\u3057\u305f AI \u5411\u3051\u306e\u30ea\u30bd\u30fc\u30b9\u7ba1\u7406\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3082\u767b\u5834\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\nKubernetes \u3092\u7528\u3044\u305f\u5834\u5408\u3067\u3082\u30b8\u30e7\u30d6 (Pod) \u3054\u3068\u306b\u65e2\u5b9a\u3055\u308c\u305f\u91cf\u306e\u30ea\u30bd\u30fc\u30b9\u3092\u5360\u6709\u3055\u305b\u308b\u3068\u3044\u3046\u4ed5\u7d44\u307f\u306f\u57fa\u672c\u7684\u306b\u5909\u308f\u308a\u307e\u305b\u3093\u3002<br \/>\n\u8cc7\u6e90\u5229\u7528\u52b9\u7387\u3092\u9ad8\u3081\u305f\u3044\u5834\u5408\u306b\u306f\u3001 <a target=\"_blank\" href=\"https:\/\/www.nvidia.com\/en-us\/technologies\/multi-instance-gpu\/\">MIG<\/a> \u7b49\u3092\u7528\u3044\u3066 GPU \u3092\u7269\u7406\u7684\u306b\u5c0f\u3055\u306a\u5358\u4f4d\u306b\u5206\u5272\u3059\u308b\u3068\u3044\u3046\u65b9\u91dd\u3092\u8003\u3048\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<br \/>\n\u3057\u304b\u3057 MIG \u306b\u3088\u3063\u3066 GPU \u30ea\u30bd\u30fc\u30b9\u3092\u5206\u5272\u3057\u305f\u5834\u5408\u306b\u306f\u3001\u5206\u5272\u5f8c\u306e\u30b5\u30a4\u30ba\u306b\u3088\u3063\u3066\u30b8\u30e7\u30d6\u306e\u898f\u6a21\u304c\u5236\u7d04\u3055\u308c\u308b\u3053\u3068\u306b\u306a\u308b\u305f\u3081\u3001\u5927\u304d\u306a\u30b5\u30a4\u30ba\u306e\u30b8\u30e7\u30d6\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u306a\u304f\u306a\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002<br \/>\n\u307e\u305f\u3001\u30b8\u30e7\u30d6\u306e\u7a2e\u985e\u306b\u3088\u3063\u3066\u8a08\u7b97\u30b3\u30a2, \u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u306b\u5dee\u304c\u3042\u308b\u3088\u3046\u306a\u4e0d\u5747\u4e00\u306a\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306b\u5bfe\u3057\u3066\u306e\u5bfe\u5fdc\u3082\u96e3\u3057\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<h2 id=\"ACB-\u306e\u69cb\u6210\">ACB \u306e\u69cb\u6210<\/h2>\n<p>\u524d\u7bc0\u3067\u306f\u3001 ACB \u304c\u3069\u306e\u3088\u3046\u306a GPU \u5272\u308a\u5f53\u3066\u6226\u7565\u306b\u3088\u3063\u3066\u5229\u7528\u52b9\u7387\u3092\u5411\u4e0a\u3055\u305b\u308b\u304b\u3092\u8aac\u660e\u3057\u307e\u3057\u305f\u3002<br \/>\n\u4eca\u5ea6\u306f\u5b9f\u969b\u306b\u3069\u306e\u3088\u3046\u306a\u4ed5\u7d44\u307f\u3067 GPU \u306e\u5272\u308a\u5f53\u3066\u3092\u5b9f\u73fe\u3057\u3066\u3044\u308b\u306e\u304b\u6280\u8853\u7684\u306a\u5074\u9762\u306b\u7126\u70b9\u3092\u5f53\u3066\u3066\u898b\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<h3 id=\"\u5168\u4f53\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\">\u5168\u4f53\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/h3>\n<p>ACB \u306f\u8907\u6570\u30a2\u30d7\u30ea\u306b\u5bfe\u3059\u308b\u67d4\u8edf\u306a GPU \u5272\u308a\u5f53\u3066\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306b\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u30fb\u30b5\u30fc\u30d0\u30fc\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u63a1\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u5168\u4f53\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u56f3 2 \u306b\u793a\u3057\u307e\u3059\u3002<\/p>\n<p><figure class=\"figure-image figure-image-fotolife\" title=\"ACB \u306e\u5168\u4f53\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\"><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/f\/fltech-user\/20251002\/20251002183053.png\" width=\"1001\" height=\"359\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><figcaption>\u56f32: ACB \u306e\u5168\u4f53\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/figcaption><\/figure>\n<\/p>\n<p>ACB\u306e\u4e3b\u8981\u306a\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3068\u305d\u306e\u5f79\u5272\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n<ul>\n<li><strong>GPU Assigner<\/strong> (server):<br \/>\n\u30de\u30b7\u30f3\u306b\u642d\u8f09\u3055\u308c\u3066\u3044\u308b GPU \u3092\u7ba1\u7406\u3059\u308b\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3067\u3059\u3002<br \/>\n\u5229\u7528\u53ef\u80fd\u306aGPU\u306e\u691c\u51fa\u3001\u5404\u30a2\u30d7\u30ea\u3078\u306e GPU \u5272\u308a\u5f53\u3066\u304a\u3088\u3073\u5272\u308a\u5f53\u3066\u72b6\u614b\u306e\u7ba1\u7406\u3092\u884c\u3044\u307e\u3059\u3002<\/li>\n<li><strong>ACB \u30af\u30e9\u30a4\u30a2\u30f3\u30c8<\/strong>:<br \/>\n\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5074\u306b\u7d44\u307f\u8fbc\u307e\u308c\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068 GPU Assigner \u9593\u306e\u6a4b\u6e21\u3057\u3092\u884c\u3044\u307e\u3059\u3002<br \/>\n\u30e6\u30fc\u30b6\u30fc\u304c <code>agarun<\/code> \u3068\u3044\u3046\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u7528\u3044\u3066\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u7acb\u3061\u4e0a\u3052\u308b\u3068\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306f GPU assigner \u3068\u901a\u4fe1\u3057\u3001 GPU \u3092\u9069\u5207\u306b\u5272\u308a\u5f53\u3066\u3089\u308c\u305f\u30bf\u30a4\u30df\u30f3\u30b0\u3067\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n<p>\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u30fb\u30b5\u30fc\u30d0\u30fc\u9593\u306e\u901a\u4fe1\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306f\u3001 <a target=\"_blank\" href=\"https:\/\/grpc.io\/\">gRPC<\/a> \u3067\u5b9a\u7fa9\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br \/>\ngRPC \u306f protocol buffer \u3068\u3044\u3046\u30d0\u30a4\u30ca\u30ea\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3092\u7528\u3044\u305f\u9ad8\u6027\u80fd\u306a RPC \u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3059\u3002<br \/>\n\u5ba3\u8a00\u7684\u306b\u901a\u4fe1\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3092\u5b9a\u7fa9\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3001\u901a\u4fe1\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u62e1\u5f35\u7b49\u306b\u3082\u5bfe\u5fdc\u3057\u3084\u3059\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002<br \/>\n\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u30fb\u30b5\u30fc\u30d0\u30fc\u9593\u306f gRPC \u306b\u3088\u308b\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u3084\u308a\u3068\u308a\u3060\u3051\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u308c\u3070\u826f\u3044\u306e\u3067\u3001\u5404\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084 GPU assigner \u306f\u305d\u308c\u305e\u308c\u30b3\u30f3\u30c6\u30ca, VM \u7b49\u9694\u96e2\u3055\u308c\u305f\u74b0\u5883\u3067\u5b9f\u884c\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>GPU \u306e\u5272\u308a\u5f53\u3066\u306f\u30a2\u30d7\u30ea\u5185\u306e\u3072\u3068\u304b\u305f\u307e\u308a\u306e GPU \u51e6\u7406\u306b\u5bfe\u5fdc\u3059\u308b\u30ea\u30af\u30a8\u30b9\u30c8\u5358\u4f4d\u3067\u884c\u308f\u308c\u307e\u3059\u3002<br \/>\n\u3053\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u30d9\u30fc\u30b9\u306e\u5272\u308a\u5f53\u3066\u30e2\u30c7\u30eb\u306b\u3088\u308a\u3001\u5f93\u6765\u3088\u308a\u3082\u7d30\u304b\u3044\u5358\u4f4d\u3067\u67d4\u8edf\u306b GPU \u5272\u308a\u5f53\u3066\u3092\u884c\u3046\u3053\u3068\u304c\u53ef\u80fd\u3068\u306a\u308a\u3001 GPU \u5229\u7528\u7387\u306e\u5411\u4e0a\u306b\u3064\u306a\u3052\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3 id=\"\u65e2\u5b58\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u306e\u7d71\u5408\">\u65e2\u5b58\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u306e\u7d71\u5408<\/h3>\n<p>ACB \u306e\u3088\u3046\u306a\u30ea\u30bd\u30fc\u30b9\u7ba1\u7406\u3092\u5c0e\u5165\u3059\u308b\u3068\u304d\u3001\u65e2\u5b58\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u884c\u5bfe\u8c61\u3068\u3057\u305f\u3044\u3053\u3068\u304c\u591a\u304f\u306a\u308b\u3067\u3057\u3087\u3046\u3002<br \/>\n\u3057\u304b\u3057\u3001ACB \u3092\u524d\u63d0\u3068\u3057\u306a\u3044\u65e2\u5b58\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u52dd\u624b\u306b GPU assigner \u3068\u9069\u5207\u306a\u30bf\u30a4\u30df\u30f3\u30b0\u3067\u901a\u4fe1\u3057\u3066\u304f\u308c\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304b\u3089\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30b3\u30fc\u30c9\u3092\u5909\u66f4\u305b\u305a\u306b ACB \u3068\u7d71\u5408\u3059\u308b\u3053\u3068\u306f\u5bb9\u6613\u306a\u3053\u3068\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<br \/>\n\u5de5\u6570\u3084\u5b89\u5b9a\u6027\u306e\u9762\u3067\u65e2\u5b58\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3078\u306e\u5909\u66f4\u306f\u3067\u304d\u308b\u3060\u3051\u907f\u3051\u305f\u3044\u3053\u3068\u3067\u3042\u308a\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u305d\u306e\u307e\u307e\u3067 ACB \u3068\u7d71\u5408\u3067\u304d\u308b\u3088\u3046\u306a\u4ed5\u7d44\u307f\u304c\u671b\u307e\u308c\u307e\u3059\u3002<\/p>\n<p><figure class=\"figure-image figure-image-fotolife\" title=\"ACB \u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306e\u69cb\u6210\"><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/f\/fltech-user\/20250916\/20250916233150.png\" alt=\"ACB \u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306e\u69cb\u6210\" width=\"839\" height=\"490\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" style=\"width:450px\" itemprop=\"image\"\/><\/span><figcaption>\u56f33: ACB \u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306e\u69cb\u6210<\/figcaption><\/figure>\n<\/p>\n<p>ACB \u3067\u306f\u3053\u306e\u8ab2\u984c\u3092 PyTorch \u306e\u30d5\u30c3\u30af\u6a5f\u69cb\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u89e3\u6c7a\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\nPyTorch \u306f\u975e\u5e38\u306b\u591a\u304f\u306e AI \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u63a1\u7528\u3055\u308c\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308a\u3001\u30c7\u30d5\u30a1\u30af\u30c8\u30b9\u30bf\u30f3\u30c0\u30fc\u30c9\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<br \/>\n\u56f3 3 \u306b\u793a\u3057\u305f\u3088\u3046\u306b\u3001ACB \u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306f\u30d5\u30c3\u30af\u6a5f\u69cb\u3092\u7528\u3044\u3066 PyTorch \u306e\u7279\u5b9a API \u547c\u3073\u51fa\u3057\u3092\u691c\u77e5\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c GPU \u3092\u5fc5\u8981\u3068\u3059\u308b\u30bf\u30a4\u30df\u30f3\u30b0\u3092\u81ea\u52d5\u7684\u306b\u6349\u3048\u3001\u305d\u306e\u88cf\u3067 GPU Assigner \u3078\u306e\u30ea\u30bd\u30fc\u30b9\u5272\u308a\u5f53\u3066\u8981\u6c42\u3092\u884c\u3046\u901a\u4fe1\u3092\u900f\u904e\u7684\u306b\u633f\u5165\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u3088\u308a\u3001\u65e2\u5b58\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u5168\u304f\u5909\u66f4\u3092\u52a0\u3048\u308b\u3053\u3068\u306a\u304f ACB \u3068\u7d71\u5408\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br \/>\n\u4e00\u4f8b\u3068\u3057\u3066\u3001 <a target=\"_blank\" href=\"https:\/\/github.com\/aqlaboratory\/openfold\">OpenFold<\/a> \u3068\u3044\u3046\u30bf\u30f3\u30d1\u30af\u8cea\u306e\u69cb\u9020\u4e88\u6e2c\u3092\u884c\u3046\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3044\u3066\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5074\u306b\u5168\u304f\u5909\u66f4\u3092\u884c\u308f\u305a\u306b ACB \u3068\u7d71\u5408\u3067\u304d\u308b\u3053\u3068\u3092\u5b9f\u8a3c\u3057\u307e\u3057\u305f (<a target=\"_blank\" href=\"https:\/\/www.fujitsu.com\/global\/products\/computing\/servers\/supercomputer\/topics\/sc24\/\">SC &#8217;24 \u30c7\u30e2<\/a> \u53c2\u7167)\u3002<br \/>\n\u3053\u306e\u3088\u3046\u306b\u65e2\u5b58\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u305d\u306e\u307e\u307e\u4f7f\u3048\u308b\u3053\u3068\u306f\u3001\u5c0e\u5165\u306e\u969c\u58c1\u3092\u4e0b\u3052\u308b\u5927\u304d\u306a\u30e1\u30ea\u30c3\u30c8\u3068\u3044\u3048\u307e\u3059\u3002<\/p>\n<p>\u591a\u304f\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u304a\u3044\u3066\u306f\u3001\u4e0a\u8ff0\u306e\u3088\u3046\u306a\u900f\u904e\u7684\u306a\u7d71\u5408\u6a5f\u80fd\u306b\u3088\u3063\u3066\u52b9\u679c\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002<br \/>\n\u3055\u3089\u306b\u7d30\u304b\u3044\u5236\u5fa1\u3084\u3088\u308a\u9ad8\u3044\u6027\u80fd\u3092\u6c42\u3081\u308b\u5834\u5408\u306b\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30b3\u30fc\u30c9\u306b\u6570\u884c\u304b\u3089\u6570\u5341\u884c\u7a0b\u5ea6\u306e\u5909\u66f4\u3092\u52a0\u3048\u3001ACB \u306e\u901a\u4fe1 API \u547c\u3073\u51fa\u3057\u3092\u624b\u52d5\u3067\u8ffd\u52a0\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<br \/>\n\u3053\u308c\u306b\u3088\u308a\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u7279\u5b9a\u306e\u51e6\u7406\u30d5\u30a7\u30fc\u30ba\u306b\u5408\u308f\u305b\u3066GPU\u30ea\u30bd\u30fc\u30b9\u306e\u8981\u6c42\u3068\u89e3\u653e\u3092\u660e\u793a\u7684\u306b\u5236\u5fa1\u3057\u3001\u3088\u308a\u7cbe\u5bc6\u306a\u6700\u9069\u5316\u3092\u5b9f\u73fe\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2 id=\"vLLM\u3092\u7528\u3044\u305fLLM\u63a8\u8ad6\u30b5\u30fc\u30d3\u30b9\u306b\u304a\u3051\u308bGPU\u5229\u7528\u7387\u306e\u6700\u9069\u5316\">vLLM\u3092\u7528\u3044\u305fLLM\u63a8\u8ad6\u30b5\u30fc\u30d3\u30b9\u306b\u304a\u3051\u308bGPU\u5229\u7528\u7387\u306e\u6700\u9069\u5316<\/h2>\n<p>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306e\u6d3b\u7528\u304c\u5e83\u304c\u308b\u306b\u3064\u308c\u3066\u3001\u305d\u306e\u63a8\u8ad6\u30b5\u30fc\u30d3\u30b9\u306e\u904b\u7528\u306b\u304a\u3051\u308bGPU\u5229\u7528\u7387\u306e\u6700\u9069\u5316\u304c\u91cd\u8981\u306a\u8ab2\u984c\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u7279\u306b\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u30ec\u30a4\u30c6\u30f3\u30b7\u3001\u30b3\u30b9\u30c8\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u6027\u3068\u3044\u3063\u305f\u8981\u56e0\u304b\u3089\u3001\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eLLM\u3067\u306f\u306a\u304f\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u3084\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30af\u30e9\u30a6\u30c9\u306b\u30ed\u30fc\u30ab\u30ebLLM\u3092\u5c0e\u5165\u3057\u305f\u3044\u3068\u3044\u3046\u9700\u8981\u306f\u6839\u5f37\u304f\u3042\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u30ed\u30fc\u30ab\u30ebLLM\u306e\u904b\u7528\u3059\u308b\u4e0a\u3067\u3001GPU\u30ea\u30bd\u30fc\u30b9\u3092\u52b9\u7387\u7684\u306b\u6d3b\u7528\u3059\u308b\u4e8b\u306f\u5bb9\u6613\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<h3 id=\"LLM\u63a8\u8ad6\u30b5\u30fc\u30d3\u30b9\u306e\u904b\u7528\u306b\u304a\u3051\u308b\u8ab2\u984c\">LLM\u63a8\u8ad6\u30b5\u30fc\u30d3\u30b9\u306e\u904b\u7528\u306b\u304a\u3051\u308b\u8ab2\u984c<\/h3>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u74b0\u5883\u3067\u306f\u3001\u8907\u6570\u306e\u30c9\u30e1\u30a4\u30f3\u7279\u5316\u578bLLM\u30e2\u30c7\u30eb\u3092\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u30b1\u30fc\u30b9\u304c\u591a\u304f\u898b\u3089\u308c\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u72b6\u6cc1\u3067\u306f\u3001\u7279\u5b9a\u306e\u30e2\u30c7\u30eb\u3078\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u304c\u96c6\u4e2d\u3059\u308b\u4e00\u65b9\u3067\u3001\u4ed6\u306e\u30e2\u30c7\u30eb\u3078\u306e\u9700\u8981\u304c\u4f4e\u3044\u3068\u3044\u3063\u305f\u3001\u30e2\u30c7\u30eb\u9593\u306e\u9700\u8981\u306e\u4e0d\u5747\u8861\u304c\u983b\u7e41\u306b\u767a\u751f\u3057\u307e\u3059\u3002\u307e\u305f\u3001RAG\uff08Retrieval Augmented Generation\uff09\u306e\u3088\u3046\u306a\u3001I\/O\u5f85\u3061\u304c\u767a\u751f\u3059\u308b\u51e6\u7406\u3092\u542b\u3080LLM\u3092\u7528\u3044\u308b\u5834\u5408\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u304c\u9014\u5207\u308c\u308b\u3068\u30e2\u30c7\u30eb\u304c\u30a2\u30a4\u30c9\u30eb\u72b6\u614b\u306b\u306a\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u3089\u306e\u72b6\u6cc1\uff08\u30e2\u30c7\u30eb\u9593\u306e\u9700\u8981\u306e\u4e0d\u5747\u8861\u3084I\/O\u5f85\u3061\u306b\u3088\u308b\u30a2\u30a4\u30c9\u30eb\u72b6\u614b\uff09\u306f\u3001\u7d50\u679c\u3068\u3057\u3066GPU\u30ea\u30bd\u30fc\u30b9\u304c\u5341\u5206\u306b\u6d3b\u7528\u3055\u308c\u305a\u3001GPU\u5229\u7528\u7387\u306e\u4f4e\u4e0b\u3092\u62db\u304d\u307e\u3059\u3002\u63a8\u8ad6\u30a8\u30f3\u30b8\u30f3\uff08\u4f8b\uff1avLLM\uff09\u3092\u30ea\u30af\u30a8\u30b9\u30c8\u3054\u3068\u306b\u518d\u8d77\u52d5\u3057\u3001\u5fc5\u8981\u306a\u30e2\u30c7\u30eb\u3092\u305d\u306e\u90fd\u5ea6\u30ed\u30fc\u30c9\u3059\u308b\u3053\u3068\u3082\u8003\u3048\u3089\u308c\u307e\u3059\u304c\u3001\u30e2\u30c7\u30eb\u306e\u30ed\u30fc\u30c9\u3084\u521d\u671f\u5316\u306b\u304b\u304b\u308b\u8d77\u52d5\u30b3\u30b9\u30c8\u304c\u5927\u304d\u304f\u3001\u73fe\u5b9f\u7684\u306a\u9078\u629e\u80a2\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u305d\u306e\u305f\u3081\u3001\u9700\u8981\u304c\u306a\u3044\u30e2\u30c7\u30eb\u3067\u3042\u3063\u3066\u3082\u3001\u5e38\u306bGPU\u4e0a\u306b\u30ed\u30fc\u30c9\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u751f\u3058\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u3053\u308c\u306b\u306f\u5927\u91cf\u306eGPU\u30e1\u30e2\u30ea\u3068\u3001\u305d\u308c\u306b\u4f34\u3046\u5927\u91cf\u306eGPU\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u305d\u308c\u305e\u308c4GPU\u3092\u4f7f\u7528\u3059\u308b\u30e2\u30c7\u30ebA\u3068\u30e2\u30c7\u30ebB\u3001\u305d\u3057\u30668GPU\u3092\u4f7f\u7528\u3059\u308b\u30e2\u30c7\u30ebC\u3092\u540c\u6642\u306b\u30b5\u30fc\u30d3\u30b9\u63d0\u4f9b\u3059\u308b\u5834\u5408\u3001\u5404\u30e2\u30c7\u30eb\u306e\u9700\u8981\u306b\u95a2\u308f\u3089\u305a\u3001\u5408\u8a0816\u53f0\u306eGPU\u304c\u5fc5\u8981\u3068\u306a\u308a\u307e\u3059\u3002\u5229\u7528\u7387\u306e\u4f4e\u3044GPU\u3092\u5927\u91cf\u306b\u62b1\u3048\u308b\u3053\u3068\u306f\u3001\u30a4\u30f3\u30d5\u30e9\u30b3\u30b9\u30c8\u306e\u5897\u5927\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002<\/p>\n<h3 id=\"ACB\u3092\u7528\u3044\u305fLLM\u63a8\u8ad6\u30b5\u30fc\u30d3\u30b9\u306e\u8ab2\u984c\u89e3\u6c7a\">ACB\u3092\u7528\u3044\u305fLLM\u63a8\u8ad6\u30b5\u30fc\u30d3\u30b9\u306e\u8ab2\u984c\u89e3\u6c7a<\/h3>\n<p>\u4e0a\u8a18\u306e\u3088\u3046\u306a\u3001GPU\u304c\u30a2\u30a4\u30c9\u30eb\u72b6\u614b\u306b\u306a\u308b\u3053\u3068\u306b\u3088\u308b\u5229\u7528\u7387\u4f4e\u4e0b\u3068\u3001\u305d\u308c\u306b\u4f34\u3046\u30a4\u30f3\u30d5\u30e9\u30b3\u30b9\u30c8\u306e\u5897\u5927\u3068\u3044\u3046\u8ab2\u984c\u306b\u5bfe\u3057\u3001\u5bcc\u58eb\u901a\u7814\u7a76\u6240\u3067\u306f\u3001\u5e83\u304f\u4f7f\u308f\u308c\u3066\u3044\u308bLLM\u63a8\u8ad6\u30a8\u30f3\u30b8\u30f3\u3067\u3042\u308bvLLM\u3068\u3001ACB \u3092\u9023\u643a\u3055\u305b\u308b\u6280\u8853\u3092\u958b\u767a\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>ACB\u3068vLLM\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30e1\u30ea\u30c3\u30c8\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>\u30a4\u30f3\u30d5\u30e9\u30b3\u30b9\u30c8\u306e\u524a\u6e1b\u3068\u67d4\u8edf\u306a\u30e2\u30c7\u30eb\u904b\u7528<\/strong>: \u30e2\u30c7\u30eb\u306e\u9700\u8981\u5909\u52d5\u306b\u5408\u308f\u305b\u3066GPU\u30ea\u30bd\u30fc\u30b9\u3092\u67d4\u8edf\u306b\u5272\u308a\u5f53\u3066\u30fb\u89e3\u653e\u3067\u304d\u308b\u305f\u3081\u3001GPU\u306e\u5229\u7528\u7387\u304c\u5411\u4e0a\u3057\u3001\u5fc5\u8981\u306aGPU\u30ea\u30bd\u30fc\u30b9\u3092\u524a\u6e1b\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30a4\u30f3\u30d5\u30e9\u30b3\u30b9\u30c8\u306e\u6700\u9069\u5316\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/li>\n<li><strong>\u30b3\u30fc\u30eb\u30c9\u30b9\u30bf\u30fc\u30c8\u306e\u4e0d\u8981\u5316<\/strong>: \u30e2\u30c7\u30eb\u304cGPU\u4e0a\u306b\u5e38\u99d0\u305b\u305a\u3068\u3082\u3001\u5fc5\u8981\u306a\u6642\u306b\u52d5\u7684\u306b\u30ed\u30fc\u30c9\u30fb\u30a2\u30f3\u30ed\u30fc\u30c9\u3055\u308c\u308b\u305f\u3081\u3001\u30e2\u30c7\u30eb\u306e\u5207\u308a\u66ff\u3048\u3084\u65b0\u898f\u30ea\u30af\u30a8\u30b9\u30c8\u306b\u5bfe\u3059\u308b\u30b3\u30fc\u30eb\u30c9\u30b9\u30bf\u30fc\u30c8\u304c\u4e0d\u8981\u306b\u306a\u308a\u3001\u30ec\u30b9\u30dd\u30f3\u30b9\u30bf\u30a4\u30e0\u306e\u6539\u5584\u306b\u8ca2\u732e\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<h3 id=\"ACB\u3068vLLM\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30c7\u30e2\">ACB\u3068vLLM\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30c7\u30e2<\/h3>\n<p>\u5b9f\u969b\u306bACB\u3068vLLM\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u3001\u5fc5\u8981\u3068\u306a\u308bGPU\u6570\u3092\u524a\u6e1b\u3067\u304d\u308b\u4e8b\u3092\u30c7\u30e2\u30f3\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u3057\u305f\u52d5\u753b\u304c\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002\uff08\u3053\u306e\u52d5\u753b\u306fACB\u5168\u4f53\u306e\u7d39\u4ecb\u52d5\u753b\u3067\u3042\u308a\u3001\u30c7\u30e2\u30f3\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u90e8\u5206\u306f2\u520647\u79d2\uff5e4\u52064\u79d2\u3068\u306a\u308a\u307e\u3059\u3002\uff09<\/p>\n<p><iframe loading=\"lazy\" title=\"[Live Demo]SB4_AI computing broker\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/sO3WgFfgLPI?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<p>\u30c7\u30e2\u74b0\u5883\u3068\u3057\u3066\u30014GPU\u3092\u642d\u8f09\u3057\u305f\u30b5\u30fc\u30d0\u30fc\u30922\u53f0\u7528\u610f\u3057\u307e\u3057\u305f\u3002\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3068\u3057\u3066\u3001\u305d\u308c\u305e\u308c4GPU\u3092\u4f7f\u7528\u3059\u308b\u30e2\u30c7\u30ebA\u3068\u30e2\u30c7\u30ebB\u3001\u305d\u3057\u30668GPU\u3092\u4f7f\u7528\u3059\u308b\u30e2\u30c7\u30ebC\u3092\u540c\u6642\u306b\u7a3c\u50cd\u3055\u305b\u307e\u3057\u305f\u3002\u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u306fRAG\u3092\u4f75\u7528\u3057\u3066\u3044\u308b\u305f\u3081\u3001I\/O\u5f85\u3061\u306e\u9593\u306fGPU\u304c\u30a2\u30a4\u30c9\u30eb\u72b6\u614b\u306b\u306a\u308b\u3068\u3044\u3046\u7279\u5fb4\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>ACB\u3092\u4f7f\u7528\u3057\u306a\u3044\u5f93\u6765\u306e\u904b\u7528\u3067\u306f\u30014GPU\u306e\u30e2\u30c7\u30ebA\u3068B\u30018GPU\u306e\u30e2\u30c7\u30ebC\u3092\u540c\u6642\u306b\u52d5\u304b\u3059\u306b\u306f\u3001\u305d\u308c\u305e\u308c\u5c02\u7528\u306eGPU\u30ea\u30bd\u30fc\u30b9\u304c\u5fc5\u8981\u3068\u306a\u308b\u305f\u3081\u3001\u5408\u8a0816GPU\u304c\u5fc5\u8981\u3068\u306a\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u3001ACB\u3068vLLM\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u52d5\u7684\u306bGPU\u30ea\u30bd\u30fc\u30b9\u3092\u5171\u6709\u30fb\u5207\u308a\u66ff\u3048\u308b\u3053\u3068\u304c\u53ef\u80fd\u3068\u306a\u308a\u3001\u540c\u7b49\u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u30928GPU\u3057\u304b\u306a\u3044\u30c7\u30e2\u74b0\u5883\u3067\u52d5\u4f5c\u3055\u305b\u3089\u308c\u308b\u3053\u3068\u3092\u793a\u3057\u307e\u3057\u305f\u3002<\/p>\n<h2 id=\"\u03b2-\u7248\u516c\u958b\u4e2d\">\u03b2 \u7248\u516c\u958b\u4e2d\uff01<\/h2>\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f ACB \u306e\u69cb\u6210\u3084\u30c7\u30e2\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3055\u305b\u3066\u3044\u305f\u3060\u304d\u307e\u3057\u305f\u3002<br \/>\n\u73fe\u5728 Fujitsu Research Portal \u306b\u3066 ACB \u306e \u03b2 \u7248\u3092\u516c\u958b\u4e2d\u3067\u3059\u3002<br \/>\n\u6280\u8853\u7684\u306b\u3088\u308a\u8a73\u3057\u3044\u5185\u5bb9\u3092\u8a18\u8ff0\u3057\u305f <a target=\"_blank\" href=\"https:\/\/documents.research.global.fujitsu.com\/ai-computing-broker\/documents\/ACB_WhitePaper_en.pdf\">Technical White Paper<\/a> \u3082\u3054\u89a7\u3044\u305f\u3060\u3051\u307e\u3059\u3002<\/p>\n<p>\u3054\u8208\u5473\u3044\u305f\u3060\u3051\u305f\u5834\u5408\u306f\u3001\u4ee5\u4e0b\u306e\u30ea\u30f3\u30af\u3088\u308a\u304a\u8a66\u3057\u304f\u3060\u3055\u3044\u3002<br \/>\n5 \u3064\u306e technology \u304b\u3089 &#8220;Computing&#8221; \u3092\u9078\u629e\u3044\u305f\u3060\u304f\u3068\u3001\u3000AI computing broker \u306e\u30da\u30fc\u30b8\u304c\u898b\u3064\u304b\u308b\u306f\u305a\u3067\u3059\u3002<\/p>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Fportal.research.global.fujitsu.com%2F\" title=\"Fujitsu Research Portal\" class=\"embed-card embed-webcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 155px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/portal.research.global.fujitsu.com\/\">portal.research.global.fujitsu.com<\/a><\/cite><\/p>\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&appId=719729204785177&version=v17.0\";\n  fjs.parentNode.insertBefore(js, fjs);\n}(document, 'script', 'facebook-jssdk'));<\/script><br \/>\n<br \/>\n<br \/><a href=\"https:\/\/blog.fltech.dev\/entry\/2025\/10\/03\/ai-computing-broker-ja\">\u5143\u306e\u8a18\u4e8b\u3092\u78ba\u8a8d\u3059\u308b <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"\u306f\u3058\u3081\u306b \u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u7814\u7a76\u6240\u306e\u9ad8\u54c1\u30fb\u7c9f\u672c\u3067\u3059\u3002 \u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u5bcc\u58eb\u901a\u7814\u7a76\u6240\u3067\u958b\u767a\u3057\u3066\u3044\u308b ACB (AI computing broker) \u3068\u3044\u3046\u3001 AI \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u5bfe\u3057\u3066 GPU \u3092\u52b9\u7387\u7684\u306b\u5272\u308a\u5f53\u3066\u308b\u6280 [&hellip;]","protected":false},"author":1,"featured_media":8085,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[4],"tags":[],"class_list":["post-8084","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 v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI Computing Broker \u6700\u65b0\u30c7\u30e2\u306e\u7d39\u4ecb - fltech - \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\" href=\"https:\/\/blog.fltech.dev\/entry\/2025\/10\/03\/ai-computing-broker-ja\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI Computing Broker \u6700\u65b0\u30c7\u30e2\u306e\u7d39\u4ecb - fltech - \u30dd\u30b1\u30b3\u30f3\" \/>\n<meta property=\"og:description\" content=\"\u306f\u3058\u3081\u306b \u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u7814\u7a76\u6240\u306e\u9ad8\u54c1\u30fb\u7c9f\u672c\u3067\u3059\u3002 \u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u5bcc\u58eb\u901a\u7814\u7a76\u6240\u3067\u958b\u767a\u3057\u3066\u3044\u308b ACB (AI computing broker) \u3068\u3044\u3046\u3001 AI \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u5bfe\u3057\u3066 GPU \u3092\u52b9\u7387\u7684\u306b\u5272\u308a\u5f53\u3066\u308b\u6280 [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/blog.fltech.dev\/entry\/2025\/10\/03\/ai-computing-broker-ja\" \/>\n<meta property=\"og:site_name\" content=\"\u30dd\u30b1\u30b3\u30f3\" \/>\n<meta property=\"article:published_time\" content=\"2025-10-04T07:13:44+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/pokecon.jp\/job\/wp-content\/uploads\/2025\/10\/https3A2F2Fcdn-ak.f.st-hatena.com2Fimages2Ffotolife2Ff2Ffltech-user2F202509102F202509101954.jpeg\" \/>\n\t<meta property=\"og:image:width\" content=\"1300\" \/>\n\t<meta property=\"og:image:height\" content=\"548\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"info@pokecon.jp\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"info@pokecon.jp\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"1\u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/blog.fltech.dev\\\/entry\\\/2025\\\/10\\\/03\\\/ai-computing-broker-ja#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/8084\\\/\"},\"author\":{\"name\":\"info@pokecon.jp\",\"@id\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/#\\\/schema\\\/person\\\/16c9f07b1ba984d165d9aee259bda997\"},\"headline\":\"AI Computing Broker \u6700\u65b0\u30c7\u30e2\u306e\u7d39\u4ecb &#8211; fltech\",\"datePublished\":\"2025-10-04T07:13:44+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/8084\\\/\"},\"wordCount\":240,\"image\":{\"@id\":\"https:\\\/\\\/blog.fltech.dev\\\/entry\\\/2025\\\/10\\\/03\\\/ai-computing-broker-ja#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/wp-content\\\/uploads\\\/2025\\\/10\\\/https3A2F2Fcdn-ak.f.st-hatena.com2Fimages2Ffotolife2Ff2Ffltech-user2F202509102F202509101954.jpeg\",\"articleSection\":[\"\u4f01\u696d\u30c6\u30c3\u30af\"],\"inLanguage\":\"ja\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/8084\\\/\",\"url\":\"https:\\\/\\\/blog.fltech.dev\\\/entry\\\/2025\\\/10\\\/03\\\/ai-computing-broker-ja\",\"name\":\"AI Computing Broker \u6700\u65b0\u30c7\u30e2\u306e\u7d39\u4ecb - fltech - \u30dd\u30b1\u30b3\u30f3\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/blog.fltech.dev\\\/entry\\\/2025\\\/10\\\/03\\\/ai-computing-broker-ja#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/blog.fltech.dev\\\/entry\\\/2025\\\/10\\\/03\\\/ai-computing-broker-ja#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/wp-content\\\/uploads\\\/2025\\\/10\\\/https3A2F2Fcdn-ak.f.st-hatena.com2Fimages2Ffotolife2Ff2Ffltech-user2F202509102F202509101954.jpeg\",\"datePublished\":\"2025-10-04T07:13:44+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/#\\\/schema\\\/person\\\/16c9f07b1ba984d165d9aee259bda997\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/blog.fltech.dev\\\/entry\\\/2025\\\/10\\\/03\\\/ai-computing-broker-ja#breadcrumb\"},\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/blog.fltech.dev\\\/entry\\\/2025\\\/10\\\/03\\\/ai-computing-broker-ja\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/blog.fltech.dev\\\/entry\\\/2025\\\/10\\\/03\\\/ai-computing-broker-ja#primaryimage\",\"url\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/wp-content\\\/uploads\\\/2025\\\/10\\\/https3A2F2Fcdn-ak.f.st-hatena.com2Fimages2Ffotolife2Ff2Ffltech-user2F202509102F202509101954.jpeg\",\"contentUrl\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/wp-content\\\/uploads\\\/2025\\\/10\\\/https3A2F2Fcdn-ak.f.st-hatena.com2Fimages2Ffotolife2Ff2Ffltech-user2F202509102F202509101954.jpeg\",\"width\":1300,\"height\":548},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/blog.fltech.dev\\\/entry\\\/2025\\\/10\\\/03\\\/ai-computing-broker-ja#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u30db\u30fc\u30e0\",\"item\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"AI Computing Broker \u6700\u65b0\u30c7\u30e2\u306e\u7d39\u4ecb &#8211; fltech\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/#website\",\"url\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/\",\"name\":\"\u30dd\u30b1\u30b3\u30f3\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ja\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/#\\\/schema\\\/person\\\/16c9f07b1ba984d165d9aee259bda997\",\"name\":\"info@pokecon.jp\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/2b0549cd9f7907c092ca5fbb283baf72337f235726e4b46fa39ec0b701ac2fe2?s=96&d=wavatar&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/2b0549cd9f7907c092ca5fbb283baf72337f235726e4b46fa39ec0b701ac2fe2?s=96&d=wavatar&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/2b0549cd9f7907c092ca5fbb283baf72337f235726e4b46fa39ec0b701ac2fe2?s=96&d=wavatar&r=g\",\"caption\":\"info@pokecon.jp\"},\"url\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/author\\\/infopokecon-jp\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"AI Computing Broker \u6700\u65b0\u30c7\u30e2\u306e\u7d39\u4ecb - fltech - \u30dd\u30b1\u30b3\u30f3","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/blog.fltech.dev\/entry\/2025\/10\/03\/ai-computing-broker-ja","og_locale":"ja_JP","og_type":"article","og_title":"AI Computing Broker \u6700\u65b0\u30c7\u30e2\u306e\u7d39\u4ecb - fltech - \u30dd\u30b1\u30b3\u30f3","og_description":"\u306f\u3058\u3081\u306b \u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u7814\u7a76\u6240\u306e\u9ad8\u54c1\u30fb\u7c9f\u672c\u3067\u3059\u3002 \u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u5bcc\u58eb\u901a\u7814\u7a76\u6240\u3067\u958b\u767a\u3057\u3066\u3044\u308b ACB (AI computing broker) \u3068\u3044\u3046\u3001 AI \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u5bfe\u3057\u3066 GPU \u3092\u52b9\u7387\u7684\u306b\u5272\u308a\u5f53\u3066\u308b\u6280 [&hellip;]","og_url":"https:\/\/blog.fltech.dev\/entry\/2025\/10\/03\/ai-computing-broker-ja","og_site_name":"\u30dd\u30b1\u30b3\u30f3","article_published_time":"2025-10-04T07:13:44+00:00","og_image":[{"width":1300,"height":548,"url":"https:\/\/pokecon.jp\/job\/wp-content\/uploads\/2025\/10\/https3A2F2Fcdn-ak.f.st-hatena.com2Fimages2Ffotolife2Ff2Ffltech-user2F202509102F202509101954.jpeg","type":"image\/jpeg"}],"author":"info@pokecon.jp","twitter_card":"summary_large_image","twitter_misc":{"\u57f7\u7b46\u8005":"info@pokecon.jp","\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593":"1\u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/blog.fltech.dev\/entry\/2025\/10\/03\/ai-computing-broker-ja#article","isPartOf":{"@id":"https:\/\/pokecon.jp\/job\/8084\/"},"author":{"name":"info@pokecon.jp","@id":"https:\/\/pokecon.jp\/job\/#\/schema\/person\/16c9f07b1ba984d165d9aee259bda997"},"headline":"AI Computing Broker \u6700\u65b0\u30c7\u30e2\u306e\u7d39\u4ecb &#8211; fltech","datePublished":"2025-10-04T07:13:44+00:00","mainEntityOfPage":{"@id":"https:\/\/pokecon.jp\/job\/8084\/"},"wordCount":240,"image":{"@id":"https:\/\/blog.fltech.dev\/entry\/2025\/10\/03\/ai-computing-broker-ja#primaryimage"},"thumbnailUrl":"https:\/\/pokecon.jp\/job\/wp-content\/uploads\/2025\/10\/https3A2F2Fcdn-ak.f.st-hatena.com2Fimages2Ffotolife2Ff2Ffltech-user2F202509102F202509101954.jpeg","articleSection":["\u4f01\u696d\u30c6\u30c3\u30af"],"inLanguage":"ja"},{"@type":"WebPage","@id":"https:\/\/pokecon.jp\/job\/8084\/","url":"https:\/\/blog.fltech.dev\/entry\/2025\/10\/03\/ai-computing-broker-ja","name":"AI Computing Broker \u6700\u65b0\u30c7\u30e2\u306e\u7d39\u4ecb - fltech - \u30dd\u30b1\u30b3\u30f3","isPartOf":{"@id":"https:\/\/pokecon.jp\/job\/#website"},"primaryImageOfPage":{"@id":"https:\/\/blog.fltech.dev\/entry\/2025\/10\/03\/ai-computing-broker-ja#primaryimage"},"image":{"@id":"https:\/\/blog.fltech.dev\/entry\/2025\/10\/03\/ai-computing-broker-ja#primaryimage"},"thumbnailUrl":"https:\/\/pokecon.jp\/job\/wp-content\/uploads\/2025\/10\/https3A2F2Fcdn-ak.f.st-hatena.com2Fimages2Ffotolife2Ff2Ffltech-user2F202509102F202509101954.jpeg","datePublished":"2025-10-04T07:13:44+00:00","author":{"@id":"https:\/\/pokecon.jp\/job\/#\/schema\/person\/16c9f07b1ba984d165d9aee259bda997"},"breadcrumb":{"@id":"https:\/\/blog.fltech.dev\/entry\/2025\/10\/03\/ai-computing-broker-ja#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/blog.fltech.dev\/entry\/2025\/10\/03\/ai-computing-broker-ja"]}]},{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/blog.fltech.dev\/entry\/2025\/10\/03\/ai-computing-broker-ja#primaryimage","url":"https:\/\/pokecon.jp\/job\/wp-content\/uploads\/2025\/10\/https3A2F2Fcdn-ak.f.st-hatena.com2Fimages2Ffotolife2Ff2Ffltech-user2F202509102F202509101954.jpeg","contentUrl":"https:\/\/pokecon.jp\/job\/wp-content\/uploads\/2025\/10\/https3A2F2Fcdn-ak.f.st-hatena.com2Fimages2Ffotolife2Ff2Ffltech-user2F202509102F202509101954.jpeg","width":1300,"height":548},{"@type":"BreadcrumbList","@id":"https:\/\/blog.fltech.dev\/entry\/2025\/10\/03\/ai-computing-broker-ja#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u30db\u30fc\u30e0","item":"https:\/\/pokecon.jp\/job\/"},{"@type":"ListItem","position":2,"name":"AI Computing Broker \u6700\u65b0\u30c7\u30e2\u306e\u7d39\u4ecb &#8211; fltech"}]},{"@type":"WebSite","@id":"https:\/\/pokecon.jp\/job\/#website","url":"https:\/\/pokecon.jp\/job\/","name":"\u30dd\u30b1\u30b3\u30f3","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/pokecon.jp\/job\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ja"},{"@type":"Person","@id":"https:\/\/pokecon.jp\/job\/#\/schema\/person\/16c9f07b1ba984d165d9aee259bda997","name":"info@pokecon.jp","image":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/secure.gravatar.com\/avatar\/2b0549cd9f7907c092ca5fbb283baf72337f235726e4b46fa39ec0b701ac2fe2?s=96&d=wavatar&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/2b0549cd9f7907c092ca5fbb283baf72337f235726e4b46fa39ec0b701ac2fe2?s=96&d=wavatar&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/2b0549cd9f7907c092ca5fbb283baf72337f235726e4b46fa39ec0b701ac2fe2?s=96&d=wavatar&r=g","caption":"info@pokecon.jp"},"url":"https:\/\/pokecon.jp\/job\/author\/infopokecon-jp\/"}]}},"_links":{"self":[{"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/posts\/8084","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/comments?post=8084"}],"version-history":[{"count":1,"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/posts\/8084\/revisions"}],"predecessor-version":[{"id":8086,"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/posts\/8084\/revisions\/8086"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/media\/8085"}],"wp:attachment":[{"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/media?parent=8084"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/categories?post=8084"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/tags?post=8084"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}