{"id":55696,"date":"2026-09-18T06:38:11","date_gmt":"2026-09-17T21:38:11","guid":{"rendered":"https:\/\/overcentral.com\/ja\/?p=55696"},"modified":"2026-09-18T06:38:11","modified_gmt":"2026-09-17T21:38:11","slug":"microsoft-taugrid-open-source-55696","status":"publish","type":"post","link":"https:\/\/overcentral.com\/ja\/microsoft-taugrid-open-source-55696\/","title":{"rendered":"OK"},"content":{"rendered":"<p>Microsoft\u306f2026\u5e748\u670828\u65e5\u3001Kubernetes\u4e0a\u3067AI\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u7d71\u5408\u7684\u306b\u904b\u7528\u3059\u308b\u305f\u3081\u306e\u30bb\u30eb\u30d5\u30db\u30b9\u30c8\u578b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u300cTauGrid\u300d\u3092\u3001MIT\u30e9\u30a4\u30bb\u30f3\u30b9\u306e\u4e0b\u3067\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3068\u3057\u3066\u516c\u958b\u3057\u305f\u3002GPU\u30ce\u30fc\u30c9\u3092\u642d\u8f09\u3057\u305f\u4efb\u610f\u306eKubernetes\u30af\u30e9\u30b9\u30bf\u30fc\u4e0a\u3067\u3001Helm\u30c1\u30e3\u30fc\u30c81\u3064\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3060\u3051\u3067\u3001AI\u7814\u7a76\u7528\u306e\u30b8\u30e7\u30d6\u5b9f\u884c\u74b0\u5883\u304c\u5373\u5ea7\u306b\u69cb\u7bc9\u3067\u304d\u308b\u70b9\u304c\u6700\u5927\u306e\u7279\u5fb4\u3067\u3042\u308b\u3002<\/p>\n<p>Kubernetes\u4e0a\u3067AI\u3092\u904b\u7528\u3059\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u30c1\u30fc\u30e0\u306f\u3001\u901a\u5e38\u3001\u4e00\u3064\u306e\u30c4\u30fc\u30eb\u3060\u3051\u3067\u904b\u7528\u3057\u3066\u3044\u308b\u308f\u3051\u3067\u306f\u306a\u3044\u3002\u30ad\u30e5\u30fc\u30a4\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0\u3001\u5206\u6563\u30e9\u30f3\u30bf\u30a4\u30e0\u3001GPU\u30ce\u30fc\u30c9\u306e\u30d8\u30eb\u30b9\u30c1\u30a7\u30c3\u30af\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3001\u305d\u3057\u3066\u305d\u308c\u3089\u3059\u3079\u3066\u3092\u675f\u306d\u308b\u30b8\u30e7\u30d6\u6295\u5165\u30b9\u30af\u30ea\u30d7\u30c8\u2015\u2015\u3053\u308c\u3089\u3092\u500b\u5225\u306b\u7d71\u5408\u3059\u308b\u306e\u304c\u901a\u4f8b\u3060\u3063\u305f\u3002TauGrid\u306f\u3001\u3053\u306e\u7169\u96d1\u306a\u7d44\u307f\u7acb\u3066\u4f5c\u696d\u3092\u5358\u4e00\u306eHelm\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306b\u96c6\u7d04\u3059\u308b\u3002\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\u306f\u4e3b\u306bGo\u3067\u8a18\u8ff0\u3055\u308c\u3066\u304a\u308a\u3001Azure Kubernetes Service\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u30c1\u30fc\u30e0\u304c\u958b\u767a\u3092\u4e3b\u5c0e\u3057\u305f\u3002<\/p>\n<h2 id=\"h-taugrid-what\">TauGrid\u3068\u306f\uff1a5\u3064\u306e\u8981\u7d20\u30921\u3064\u306eHelm\u30c1\u30e3\u30fc\u30c8\u306b\u7d71\u5408<\/h2>\n<p>TauGrid\u306e\u4e2d\u6838\u306f\u3001AI\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u305f\u3081\u306e\u30bb\u30eb\u30d5\u30db\u30b9\u30c8\u578b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308b\u3002\u3053\u308c\u307e\u3067\u306f\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u30c1\u30fc\u30e0\u304c\u624b\u4f5c\u696d\u3067\u7d71\u5408\u3057\u3066\u3044\u305f\u4ee5\u4e0b\u306e5\u3064\u306e\u8981\u7d20\u3092\u3001\u4e00\u3064\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u3068\u3057\u3066\u63d0\u4f9b\u3059\u308b\u3002<\/p>\n<ul>\n<li><strong>tau CLI<\/strong>\uff1a\u7814\u7a76\u8005\u304cKubernetes\u3092\u76f4\u63a5\u64cd\u4f5c\u305b\u305a\u306b\u30b8\u30e7\u30d6\u3092\u6295\u5165\u3059\u308b\u305f\u3081\u306e\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n<li><strong>Kueue<\/strong> \u306b\u3088\u308b\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u30ad\u30e5\u30fc\u30a4\u30f3\u30b0\u3068\u30a2\u30c9\u30df\u30c3\u30b7\u30e7\u30f3\u5236\u5fa1\uff1a\u8907\u6570\u30c1\u30fc\u30e0\u304c\u5171\u6709\u3059\u308b\u30af\u30e9\u30b9\u30bf\u30fc\u4e0a\u3067\u3001\u30af\u30a9\u30fc\u30bf\u3068\u512a\u5148\u9806\u4f4d\u306b\u57fa\u3065\u3044\u305f\u30b8\u30e7\u30d6\u7ba1\u7406\u3092\u5b9f\u73fe<\/li>\n<li><strong>KubeRay<\/strong> \u306b\u3088\u308bRay\u30af\u30e9\u30b9\u30bf\u30fc\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\uff1a\u5206\u6563AI\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u5b9f\u884c\u57fa\u76e4\u3092\u7ba1\u7406<\/li>\n<li><strong>GPU\u30d8\u30eb\u30b9\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/strong>\uff1a\u30ce\u30fc\u30c9\u30ec\u30d9\u30eb\u306eGPU\u5065\u5168\u6027\u3092\u76e3\u8996\u3057\u3001\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u969c\u5bb3\u6642\u306b\u306f\u81ea\u52d5\u7684\u306b\u30ce\u30fc\u30c9\u3092\u30c9\u30ec\u30a4\u30f3<\/li>\n<li><strong>\u30af\u30e9\u30b9\u30bf\u30fc\u304a\u3088\u3073\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u53ef\u89b3\u6e2c\u6027<\/strong>\uff1a\u5b9f\u884c\u5c65\u6b74\u3084\u30e1\u30c8\u30ea\u30af\u30b9\u306e\u53ce\u96c6\u3068\u53ef\u8996\u5316<\/li>\n<\/ul>\n<p>\u8cac\u4efb\u5206\u62c5\u306e\u8a2d\u8a08\u601d\u60f3\u306f\u660e\u78ba\u3067\u3042\u308b\u3002\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u30c1\u30fc\u30e0\u306f\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u3001\u30ad\u30e5\u30fc\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30c8\u30d7\u30ed\u30d5\u30a1\u30a4\u30eb\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u30a2\u30a4\u30c7\u30f3\u30c6\u30a3\u30c6\u30a3\u3001\u53ef\u89b3\u6e2c\u6027\u3068\u3044\u3063\u305f\u57fa\u76e4\u90e8\u5206\u3092\u6240\u6709\u3059\u308b\u3002\u4e00\u65b9\u3001\u7814\u7a76\u8005\u306f\u30ea\u30dd\u30b8\u30c8\u30ea\u3068CLI\u3092\u4f7f\u3063\u3066\u4f5c\u696d\u3057\u3001Kubernetes\u306e\u8a2d\u5b9a\u3092\u76f4\u63a5\u884c\u3046\u3053\u3068\u306a\u304f\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u6295\u5165\u3067\u304d\u308b\u3002\u3053\u306e\u5206\u96e2\u306b\u3088\u308a\u3001\u7814\u7a76\u8005\u306f\u81ea\u3089\u306e\u8cac\u52d9\u306b\u96c6\u4e2d\u3067\u304d\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u30c1\u30fc\u30e0\u306f\u7d71\u5236\u3092\u7dad\u6301\u3067\u304d\u308b\u3002<\/p>\n<h2 id=\"h-job-flow\">TauGrid\u306b\u304a\u3051\u308b\u30b8\u30e7\u30d6\u306e\u6d41\u308c\uff1a6\u3064\u306e\u30b9\u30c6\u30fc\u30b8\u3067\u69cb\u6210\u3055\u308c\u308b\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb<\/h2>\n<p>TauGrid\u3067\u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306f\u3001<code>tau.yaml<\/code> \u30d5\u30a1\u30a4\u30eb\u306b\u8a18\u8ff0\u3055\u308c\u308b\u3002Microsoft\u304c\u516c\u958b\u3057\u305fGPU\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306e\u30b5\u30f3\u30d7\u30eb\u3067\u306f\u30011\u57fa\u306eA100\u4e0a\u3067PyTorch\u30b8\u30e7\u30d6\u3092\u5b9f\u884c\u3059\u308b\u8a2d\u5b9a\u304c\u793a\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n<pre><code>schema_version: 1\nname: aks-gpu-quickstart\nrun:\n  entrypoint: train.py\n  workload_kind: rayjob\ncompute:\n  gpus: 1\n  workers: 1\n  cpus: 16\n  memory: 64Gi\nruntime:\n  image: mcr.microsoft.com\/aks\/ai-runtime\/ray:py3.12-ray2.56.0-cuda13.0\n  pip:\n    - torch&gt;=2.4.0<\/code><\/pre>\n<p>\u7814\u7a76\u8005\u304c <code>tau run<\/code> \u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3059\u308b\u3068\u3001TauGrid\u306f\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u30dd\u30ea\u30b7\u30fc\u3092\u89e3\u6c7a\u3057\u3001Kubernetes Job\u307e\u305f\u306fKubeRay RayJob\u3092\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3057\u305f\u4e0a\u3067\u3001Kueue\u7d4c\u7531\u3067\u6295\u5165\u3059\u308b\u3002Microsoft\u304c\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u5316\u3057\u3066\u3044\u308b\u30b8\u30e7\u30d6\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u306f\u4ee5\u4e0b\u306e6\u3064\u306e\u30b9\u30c6\u30fc\u30b8\u3067\u69cb\u6210\u3055\u308c\u308b\u3002<\/p>\n<h3>Submission\uff08\u6295\u5165\uff09<\/h3>\n<p>tau CLI\u304c <code>tau.yaml<\/code> \u306e\u8a2d\u5b9a\u3092\u691c\u8a3c\u3057\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u30dd\u30ea\u30b7\u30fc\u3092\u89e3\u6c7a\u3057\u305f\u4e0a\u3067\u3001Kubernetes Job\u3082\u3057\u304f\u306fKubeRay RayJob\u306e\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u3092\u751f\u6210\u3059\u308b\u3002\u7814\u7a76\u8005\u304cKubernetes\u306e\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u3092\u76f4\u63a5\u8a18\u8ff0\u3059\u308b\u5fc5\u8981\u306f\u306a\u3044\u3002<\/p>\n<h3>Queueing\uff08\u30ad\u30e5\u30fc\u30a4\u30f3\u30b0\uff09<\/h3>\n<p>\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3055\u308c\u305f\u30b8\u30e7\u30d6\u306fKueue\u7d4c\u7531\u3067\u6295\u5165\u3055\u308c\u308b\u3002Kueue\u306f\u30af\u30a9\u30fc\u30bf\u30a2\u30c9\u30df\u30c3\u30b7\u30e7\u30f3\u3068\u512a\u5148\u9806\u4f4d\u306e\u5236\u5fa1\u3092\u53f8\u308a\u3001\u7570\u306a\u308b\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u304b\u3089\u306e\u30b8\u30e7\u30d6\u306f1\u3064\u306eClusterQueue\u3092\u5171\u6709\u3059\u308b\u3002<\/p>\n<h3>Execution\uff08\u5b9f\u884c\uff09<\/h3>\n<p>TauGrid\u306fKubeRay\u3092\u901a\u3058\u3066\u3001Kubernetes\u4e0a\u3067\u5206\u6563Ray\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u8d77\u52d5\u3057\u7ba1\u7406\u3059\u308b\u3002\u30b9\u30b1\u30b8\u30e5\u30fc\u30e9\u304c\u5272\u308a\u5f53\u3066\u305fGPU\u30ea\u30bd\u30fc\u30b9\u4e0a\u3067\u30b8\u30e7\u30d6\u304c\u5b9f\u884c\u3055\u308c\u308b\u3002<\/p>\n<h3>Monitoring\uff08\u76e3\u8996\uff09<\/h3>\n<p>\u30b9\u30c6\u30fc\u30bf\u30b9\u3001\u30ed\u30b0\u3001GPU\u30d8\u30eb\u30b9\u30e1\u30c8\u30ea\u30af\u30b9\u304c\u5b9f\u884c\u671f\u9593\u4e2d\u8ffd\u8de1\u3055\u308c\u308b\u3002\u30ce\u30fc\u30c9\u30ec\u30d9\u30eb\u306e\u8a3a\u65ad\u6a5f\u80fd\u306b\u3088\u308a\u3001\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u969c\u5bb3\u304c\u691c\u51fa\u3055\u308c\u305f\u5834\u5408\u306b\u306f\u81ea\u52d5\u7684\u306b\u30ce\u30fc\u30c9\u304c\u30c9\u30ec\u30a4\u30f3\u3055\u308c\u308b\u3002<\/p>\n<h3>Recovery\uff08\u30ea\u30ab\u30d0\u30ea\uff09<\/h3>\n<p>\u5931\u6557\u3057\u305f\u30b8\u30e7\u30d6\u306f\u30ea\u30c8\u30e9\u30a4\u53ef\u80fd\u3067\u3042\u308a\u3001\u30c1\u30a7\u30c3\u30af\u30dd\u30a4\u30f3\u30c8\u304b\u3089\u306e\u518d\u958b\u3082\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u308b\u3002GPU\u969c\u5bb3\u304c\u767a\u751f\u3057\u3066\u3082\u3001\u9577\u671f\u9593\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u5b9f\u884c\u3092\u30bc\u30ed\u304b\u3089\u518d\u958b\u3059\u308b\u5fc5\u8981\u306f\u306a\u3044\u3002<\/p>\n<h3>Evidence\uff08\u30a8\u30d3\u30c7\u30f3\u30b9\uff09<\/h3>\n<p>\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u3001\u8a2d\u5b9a\u3001\u30ed\u30b0\u3001\u30e1\u30c8\u30ea\u30af\u30b9\u3001\u30c1\u30a7\u30c3\u30af\u30dd\u30a4\u30f3\u30c8\u3001\u5b9f\u884c\u5c65\u6b74\u304c\u300c\u30a8\u30d3\u30c7\u30f3\u30b9\u30ec\u30b3\u30fc\u30c9\u300d\u3068\u3057\u3066\u4fdd\u5b58\u3055\u308c\u308b\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5404\u5b9f\u884c\u306e\u518d\u73fe\u6027\u3068\u76e3\u67fb\u304c\u4fdd\u8a3c\u3055\u308c\u308b\u3002<\/p>\n<p>\u8907\u6570\u306e\u30c1\u30fc\u30e0\u304c\u30af\u30e9\u30b9\u30bf\u30fc\u3092\u5171\u6709\u3059\u308b\u5834\u5408\u3001\u305d\u308c\u305e\u308c\u306e\u30b8\u30e7\u30d6\u306f\u5171\u6709\u306eKueue ClusterQueue\u306b\u6295\u5165\u3055\u308c\u308b\u3002Kueue\u306f\u30af\u30a9\u30fc\u30bf\u3068\u512a\u5148\u9806\u4f4d\u306b\u57fa\u3065\u3044\u3066\u5404\u30b8\u30e7\u30d6\u306e\u30a2\u30c9\u30df\u30c3\u30b7\u30e7\u30f3\u3092\u5224\u65ad\u3057\u3001Kubernetes\u304c\u5065\u5168\u306aGPU\u30ce\u30fc\u30c9\u306b\u30b8\u30e7\u30d6\u3092\u914d\u7f6e\u3059\u308b\u3002<\/p>\n<h2 id=\"h-installation\">\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u624b\u9806\u3068\u52d5\u4f5c\u74b0\u5883\uff1aHelm 1\u3064\u3067\u5373\u5ea7\u306b\u5c0e\u5165\u53ef\u80fd<\/h2>\n<p>TauGrid\u306fMIT\u30e9\u30a4\u30bb\u30f3\u30b9\u3067\u63d0\u4f9b\u3055\u308c\u3001\u30b3\u30f3\u30c6\u30ca\u30a4\u30e1\u30fc\u30b8\u3068Helm\u30c1\u30e3\u30fc\u30c8\u306fMicrosoft Container Registry\uff08MCR\uff09\u4e0a\u306bOCI\u30a2\u30fc\u30c6\u30a3\u30d5\u30a1\u30af\u30c8\u3068\u3057\u3066\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u3002\u52d5\u4f5c\u8981\u4ef6\u306f\u3001Kubernetes 1.30\u4ee5\u4e0a\u3001GPU\u30ce\u30fc\u30c9\u3001<code>kubectl<\/code>\u3001\u305d\u3057\u3066Helm 3.0\u4ee5\u4e0a\u3067\u3042\u308b\u3002\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306f\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u4e00\u3064\u3067\u5b8c\u4e86\u3059\u308b\u3002<\/p>\n<pre><code>helm install taugrid \\\n  oci:\/\/mcr.microsoft.com\/aks\/ai-runtime\/helm\/taugrid \\\n  --version 0.4.2 \\\n  --namespace tau-system \\\n  --create-namespace<\/code><\/pre>\n<p>\u30d5\u30a1\u30fc\u30b9\u30c8\u30d1\u30fc\u30c6\u30a3\u30a4\u30e1\u30fc\u30b8\u306f <code>mcr.microsoft.com\/aks\/ai-runtime\/<\/code> \u914d\u4e0b\u3067\u63d0\u4f9b\u3055\u308c\u3001Tau CLI\u3001TauGrid Portal\uff08Web UI\uff09\u3001\u305d\u3057\u3066Tau\u30b3\u30a2\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u304c\u542b\u307e\u308c\u308b\u3002Microsoft\u306f <code>latest<\/code> \u30bf\u30b0\u3067\u306f\u306a\u304f\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u30bf\u30b0\u307e\u305f\u306f\u30a4\u30df\u30e5\u30fc\u30bf\u30d6\u30eb\u306a\u30c0\u30a4\u30b8\u30a7\u30b9\u30c8\u3092\u6307\u5b9a\u3059\u308b\u3053\u3068\u3092\u63a8\u5968\u3057\u3066\u3044\u308b\u3002CLI\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30e9\u306fGitHub Releases\u304b\u3089Linux\u304a\u3088\u3073macOS\u5411\u3051\u306b\u63d0\u4f9b\u3055\u308c\u3001Windows amd64\u5411\u3051\u306ePowerShell\u30a4\u30f3\u30b9\u30c8\u30fc\u30e9\u3082\u7528\u610f\u3055\u308c\u3066\u3044\u308b\u3002\u30a4\u30f3\u30b9\u30c8\u30fc\u30e9\u306f\u30ea\u30ea\u30fc\u30b9\u30c1\u30a7\u30c3\u30af\u30b5\u30e0\u3092\u691c\u8a3c\u3057\u3001PATH\u306f\u81ea\u52d5\u7684\u306b\u5909\u66f4\u3057\u306a\u3044\u3002<\/p>\n<h2 id=\"h-operation-note\">\u904b\u7528\u4e0a\u306e2\u3064\u306e\u91cd\u8981\u30dd\u30a4\u30f3\u30c8\uff1a\u30c6\u30ec\u30e1\u30c8\u30ea\u3068Azure\u4f9d\u5b58\u306e\u73fe\u72b6<\/h2>\n<p>Azure\u5916\u3067TauGrid\u3092\u8a55\u4fa1\u3059\u308b\u3059\u3079\u3066\u306e\u95a2\u4fc2\u8005\u306b\u3068\u3063\u3066\u30012\u3064\u306e\u904b\u7528\u4e0a\u306e\u8a73\u7d30\u304c\u91cd\u8981\u3067\u3042\u308b\u3002<\/p>\n<p>\u7b2c\u4e00\u306b\u3001TauGrid\u306f\u30c7\u30d5\u30a9\u30eb\u30c8\u3067Microsoft\u306b\u3044\u304b\u306a\u308b\u30c6\u30ec\u30e1\u30c8\u30ea\u3082\u9001\u4fe1\u3057\u306a\u3044\u3002\u30ea\u30e2\u30fc\u30c8\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3082\u3001\u30aa\u30da\u30ec\u30fc\u30bf\u30fc\u304c\u660e\u793a\u7684\u306b\u9001\u4fe1\u5148\u3092\u8a2d\u5b9a\u3057\u306a\u3044\u9650\u308a\u7121\u52b9\u306e\u307e\u307e\u3067\u3042\u308b\u3002\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3068\u30c7\u30fc\u30bf\u4e3b\u6a29\u3092\u91cd\u8996\u3059\u308b\u4f01\u696d\u306b\u3068\u3063\u3066\u3001\u3053\u308c\u306f\u660e\u78ba\u306a\u5229\u70b9\u3068\u306a\u308b\u3002<\/p>\n<p>\u7b2c\u4e8c\u306b\u3001\u4e00\u90e8\u306e\u7d71\u5408\u6a5f\u80fd\u306f\u73fe\u6642\u70b9\u3067\u306fAzure\u56fa\u6709\u306e\u307e\u307e\u3067\u3042\u308b\u3002\u7279\u306b\u3001Azure Data Explorer\u3092\u7528\u3044\u305f\u53ef\u89b3\u6e2c\u6027\u306e\u5b9f\u88c5\u306fAzure\u74b0\u5883\u306b\u4f9d\u5b58\u3057\u3066\u3044\u308b\u3002\u305f\u3060\u3057\u3001Microsoft\u306e\u8868\u660e\u3057\u305f\u610f\u56f3\u306f\u3001Azure\u4f9d\u5b58\u306a\u3057\u3067\u30af\u30e9\u30a6\u30c9\u304a\u3088\u3073\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u306eKubernetes\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3053\u3068\u3067\u3042\u308a\u3001\u305d\u306e\u65b9\u5411\u3067\u306e\u30b3\u30f3\u30c8\u30ea\u30d3\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5e83\u304f\u53d7\u3051\u4ed8\u3051\u3066\u3044\u308b\u3002\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u652f\u63f4\u304c\u3001TauGrid\u306e\u30dd\u30fc\u30bf\u30d3\u30ea\u30c6\u30a3\u3092\u5de6\u53f3\u3059\u308b\u91cd\u8981\u306a\u8981\u7d20\u3068\u306a\u308b\u3060\u308d\u3046\u3002<\/p>\n<h2 id=\"h-key-points\">\u91cd\u8981\u306a5\u3064\u306e\u30dd\u30a4\u30f3\u30c8<\/h2>\n<p>TauGrid\u306e\u7406\u89e3\u3092\u6df1\u3081\u308b\u305f\u3081\u306b\u3001\u672c\u8a18\u4e8b\u306e\u8981\u70b9\u3092\u4ee5\u4e0b\u306b\u307e\u3068\u3081\u308b\u3002<\/p>\n<ul>\n<li><strong>Microsoft\u306fTauGrid\u30922026\u5e748\u670828\u65e5\u306bMIT\u30e9\u30a4\u30bb\u30f3\u30b9\u3067\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u5316<\/strong>\u3002\u30ea\u30dd\u30b8\u30c8\u30ea\u306f <a href=\"https:\/\/github.com\/Azure\/taugrid\" target=\"_blank\" rel=\"noopener\">Azure\/taugrid<\/a> \u3067\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u3002<\/li>\n<li><strong>Helm 1\u56de\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/strong> \u3067\u3001tau CLI\u3001Kueue\u30ad\u30e5\u30fc\u30a4\u30f3\u30b0\u3001KubeRay\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u3001GPU\u30d8\u30eb\u30b9\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3001\u53ef\u89b3\u6e2c\u6027\u306e\u3059\u3079\u3066\u304c\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3055\u308c\u308b\u3002<\/li>\n<li><strong>Kubernetes 1.30\u4ee5\u4e0a\u3068GPU\u30ce\u30fc\u30c9\u3001Helm 3.0\u4ee5\u4e0a<\/strong> \u304c\u3042\u308c\u3070\u3001Azure\u5185\u5916\u3092\u554f\u308f\u305a\u5373\u5ea7\u306b\u30c7\u30d7\u30ed\u30a4\u53ef\u80fd\u3002<\/li>\n<li><strong>\u30a8\u30d3\u30c7\u30f3\u30b9\u30ec\u30b3\u30fc\u30c9<\/strong> \u304c\u8a2d\u5b9a\u3001\u30ed\u30b0\u3001\u30e1\u30c8\u30ea\u30af\u30b9\u3001\u30c1\u30a7\u30c3\u30af\u30dd\u30a4\u30f3\u30c8\u3092\u4fdd\u5b58\u3059\u308b\u305f\u3081\u3001\u5404\u5b9f\u884c\u306e\u518d\u73fe\u6027\u3068\u76e3\u67fb\u6027\u304c\u62c5\u4fdd\u3055\u308c\u308b\u3002<\/li>\n<li><strong>\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u306f\u30c6\u30ec\u30e1\u30c8\u30ea\u7121\u52b9<\/strong>\u3002\u305f\u3060\u3057\u3001Azure Data Explorer\u3092\u7528\u3044\u305f\u53ef\u89b3\u6e2c\u6027\u6a5f\u80fd\u306f\u73fe\u6642\u70b9\u3067\u306fAzure\u56fa\u6709\u3067\u3042\u308a\u3001\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306b\u3088\u308b\u30de\u30eb\u30c1\u30af\u30e9\u30a6\u30c9\u5bfe\u5fdc\u3078\u306e\u8ca2\u732e\u304c\u671f\u5f85\u3055\u308c\u308b\u3002<\/li>\n<\/ul>\n<p>TauGrid\u306f\u3001AI\u7814\u7a76\u306e\u305f\u3081\u306eKubernetes\u57fa\u76e4\u3092\u5287\u7684\u306b\u30b7\u30f3\u30d7\u30eb\u306b\u3059\u308b\u53ef\u80fd\u6027\u3092\u79d8\u3081\u3066\u3044\u308b\u3002\u7279\u306b\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u7814\u7a76\u8005\u306e\u8cac\u4efb\u3092\u660e\u78ba\u306b\u5206\u96e2\u3057\u305f\u8a2d\u8a08\u601d\u60f3\u306f\u3001\u5927\u898f\u6a21\u306aAI\u958b\u767a\u30c1\u30fc\u30e0\u306b\u3068\u3063\u3066\u91cd\u8981\u306a\u4fa1\u5024\u3092\u63d0\u4f9b\u3059\u308b\u3002\u4eca\u5f8c\u306e\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u767a\u5c55\u3068\u3001Azure\u4ee5\u5916\u306e\u74b0\u5883\u3078\u306e\u5bfe\u5fdc\u62e1\u5145\u304c\u3001\u3053\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u771f\u4fa1\u3092\u6c7a\u3081\u308b\u3053\u3068\u306b\u306a\u308b\u3060\u308d\u3046\u3002\u8a73\u7d30\u306fAKS Engineering Blog\u304a\u3088\u3073GitHub\u30ea\u30dd\u30b8\u30c8\u30ea\u3092\u53c2\u7167\u3057\u3066\u307b\u3057\u3044\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Microsoft\u306f2026\u5e748\u670828\u65e5\u3001Kubernetes\u4e0a\u3067AI\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u7d71\u5408\u7684\u306b\u904b\u7528\u3059\u308b\u305f\u3081\u306e\u30bb\u30eb\u30d5\u30db\u30b9\u30c8\u578b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u300cTauGrid\u300d\u3092\u3001MIT\u30e9\u30a4\u30bb\u30f3\u30b9\u306e\u4e0b\u3067\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3068\u3057\u3066\u516c\u958b\u3057\u305f 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