{"id":27766,"date":"2025-11-27T15:52:15","date_gmt":"2025-11-27T07:52:15","guid":{"rendered":"https:\/\/www.varidata.com\/uncategorized-zh-tw\/cn2-network-kubernetes-gpu-scheduling-for-japan-hosting\/"},"modified":"2025-11-27T15:58:55","modified_gmt":"2025-11-27T07:58:55","slug":"cn2-network-kubernetes-gpu-scheduling-for-japan-hosting","status":"publish","type":"post","link":"https:\/\/www.varidata.com\/zh-tw\/blog-tc\/cn2-network-kubernetes-gpu-scheduling-for-japan-hosting\/","title":{"rendered":"CN2\u7db2\u8def\u4e0b\u7684\u65e5\u672c\u4f3a\u670d\u5668\u79df\u7528 Kubernetes GPU\u8abf\u5ea6\u65b9\u6848"},"content":{"rendered":"\n<p>AI\u8a13\u7df4\u3001\u6e32\u67d3\u7b49\u8de8\u5883GPU\u904b\u7b97\u4efb\u52d9\u9577\u671f\u53d7\u56f0\u65bc\u7db2\u8def\u5ef6\u9072\u8207\u7a69\u5b9a\u6027\u554f\u984c\u3002\u65e5\u672c\u4f3a\u670d\u5668\u79df\u7528\u7d50\u5408CN2\u7db2\u8def\uff0c\u6191\u85c9\u5730\u7406\u5340\u4f4d\u512a\u52e2\u8207\u6700\u4f73\u5316\u8def\u7531\u7834\u89e3\u75db\u9ede\uff0c\u800cKubernetes\uff08K8s\uff09GPU\u8abf\u5ea6\u5247\u5be6\u73fe\u8cc7\u6e90\u5229\u7528\u6700\u5927\u5316\u3002\u672c\u6587\u62c6\u89e3CN2\u7db2\u8def\u3001<a href=\"https:\/\/www.varidata.com\/zh-tw\/server\/tokyo\/\" target=\"_blank\">\u65e5\u672c\u4f3a\u670d\u5668\u79df\u7528<\/a>\u8207Kubernetes 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GPU\u8abf\u5ea6\u7684\u589e\u76ca\u6a5f\u5236<\/strong><\/h2>\n<ul>\n<li>\u4f4e\u5ef6\u9072\u9023\u63a5\uff1aCN2\u8de8\u5883\u8def\u7531\u6700\u4f73\u5316\uff0c\u65e5\u672c\u4f3a\u670d\u5668\u79df\u7528\u7bc0\u9ede\u8207\u5340\u57df\u4f7f\u7528\u8005\u9593\u5ef6\u9072\u964d\u81f3\u5373\u6642GPU\u4efb\u52d9\u7406\u60f3\u6c34\u6e96\u3002<\/li>\n<li>\u7a69\u5b9a\u6027\u5f37\u5316\uff1a\u6e1b\u5c11\u7db2\u8def\u6ce2\u52d5\u5c0e\u81f4\u7684K8s GPU\u4efb\u52d9\u4e2d\u65b7\uff0c\u9069\u914d\u9577\u6642\u9593AI\u8a13\u7df4\u3001\u5927\u898f\u6a21\u6e32\u67d3\u7b49\u5834\u666f\u9700\u6c42\u3002<\/li>\n<li>\u5145\u8db3\u983b\u5bec\u5099\u63f4\uff1a\u652f\u63f4\u591aGPU\u53e2\u96c6\u8cc7\u6599\u540c\u6b65\uff0c\u6eff\u8db3\u5206\u6563\u5f0f\u8a13\u7df4\u3001\u5e73\u884c\u904b\u7b97\u7b49\u5834\u666f\u7684\u9ad8\u983b\u8cc7\u6599\u50b3\u8f38\u9700\u6c42\u3002<\/li>\n<li>\u5c0d\u6bd4\u512a\u52e2\uff1a\u76f8\u8f03\u65bc\u6a19\u6e96\u7db2\u8def\uff0c\u986f\u8457\u964d\u4f4e\u4efb\u52d9\u91cd\u8a66\u7387\uff0c\u63d0\u5347\u6642\u9593\u654f\u611f\u578bGPU\u4efb\u52d9\u7684\u8abf\u5ea6\u4e00\u81f4\u6027\u3002<\/li>\n<\/ul>\n<h2><strong>\u65e5\u672c\u4f3a\u670d\u5668\u79df\u7528\u7684Kubernetes GPU\u8abf\u5ea6\u6838\u5fc3\u7b56\u7565<\/strong><\/h2>\n<h3>\u524d\u7f6e\u8a2d\u5b9a\u6700\u4f73\u5316<\/h3>\n<ol>\n<li>\u7db2\u8def\u8a2d\u5b9a\uff1a\u5c07\u65e5\u672c\u4f3a\u670d\u5668\u79df\u7528\u7d81\u5b9aCN2\u5c08\u7dda\uff0c\u95dc\u9589\u975e\u5fc5\u8981\u7db2\u8def\u8f49\u767c\u4ee5\u964d\u4f4e\u5ef6\u9072\u958b\u92b7\u3002<\/li>\n<li>\u786c\u9ad4\u76f8\u5bb9\u6027\uff1a\u9078\u64c7\u652f\u63f4GPU\u76f4\u901a\u7684\u65e5\u672c\u4f3a\u670d\u5668\u79df\u7528\u65b9\u6848\uff0c\u512a\u5148\u9002\u914d\u5bb9\u5668\u5316\u5de5\u4f5c\u8ca0\u8f09\u6700\u4f73\u5316\u7684\u4e3b\u6d41GPU\u578b\u865f\u3002<\/li>\n<li>\u7cfb\u7d71\u6700\u4f73\u5316\uff1a\u95dc\u9589Swap\u5206\u5272\u5340\u3001\u6700\u4f73\u5316Linux\u6838\u5fc3CPU\u8abf\u5ea6\uff0c\u5b89\u88dd\u8207Kubernetes\u76f8\u5bb9\u7684GPU\u9a45\u52d5\u5de5\u5177\u5305\u3002<\/li>\n<\/ol>\n<h3>\u9002\u914dCN2\u7db2\u8def\u7684K8s GPU\u8abf\u5ea6\u6280\u5de7<\/h3>\n<ul>\n<li>\u7bc0\u9ede\u89aa\u548c\u6027\u8abf\u5ea6\uff1a\u70ba\u65e5\u672c\u4f3a\u670d\u5668\u79df\u7528\u7bc0\u9ede\u65b0\u589eCN2\u5ef6\u9072\u6307\u6a19\u6a19\u7c64\uff0c\u8a2d\u5b9aK8s\u5c07GPU\u4efb\u52d9\u8def\u7531\u81f3\u4f4e\u5ef6\u9072\u7bc0\u9ede\u3002YAML\u8a2d\u5b9a\u7bc4\u4f8b\uff1a\n<pre>\r\napiVersion: v1\r\nkind: Pod\r\nspec:\r\n  affinity:\r\n    nodeAffinity:\r\n      requiredDuringSchedulingIgnoredDuringExecution:\r\n        nodeSelectorTerms:\r\n        - matchExpressions:\r\n          - key: cn2-latency\r\n            operator: Lt\r\n            values: [\"30ms\"]\r\n  containers:\r\n  - name: gpu-workload\r\n    resources:\r\n      limits:\r\n        nvidia.com\/gpu: 1\r\n            <\/pre>\n<\/li>\n<li>\u7cbe\u78ba\u8cc7\u6e90\u8a2d\u5b9a\uff1a\u907f\u514dGPU\u8cc7\u6e90\u8d85\u914d\u5c0e\u81f4\u7684\u6548\u7387\u6d6a\u8cbb\uff0c\u5373\u4fbfCN2\u7db2\u8def\u63d0\u4f9b\u5145\u8db3\u983b\u5bec\u4ecd\u9700\u5408\u7406\u898f\u5283\u8cc7\u6e90\u3002<\/li>\n<li>\u512a\u5148\u9806\u5e8f\u8abf\u5ea6\uff1a\u70ba\u8de8\u5883AI\u63a8\u8ad6\u7b49\u5373\u6642\u6027\u9700\u6c42\u8f03\u9ad8\u7684\u4efb\u52d9\u5206\u914d\u9ad8\u512a\u5148\u9806\u5e8f\uff0c\u85c9\u52a9CN2\u4f4e\u5ef6\u9072\u7279\u6027\u63d0\u5347\u56de\u61c9\u901f\u5ea6\u3002<\/li>\n<li>\u591aGPU\u5171\u7528\uff1a\u900f\u904eK8s Device Plugins\u5be6\u73feGPU\u5206\u7247\uff0c\u4f9d\u6258CN2\u9ad8\u983b\u5bec\u652f\u63f4\u8f15\u91cf\u7d1a\u5e73\u884c\u4efb\u52d9\u904b\u884c\u3002<\/li>\n<li>\u6545\u969c\u8f49\u79fb\u6700\u4f73\u5316\uff1a\u8a2d\u5b9aPod Disruption Budgets\uff0c\u5229\u7528CN2\u7db2\u8def\u7a69\u5b9a\u6027\u964d\u4f4e\u4efb\u52d9\u9077\u79fb\u904e\u7a0b\u4e2d\u7684\u6548\u80fd\u640d\u8017\u3002<\/li>\n<\/ul>\n<h3>\u65e5\u672c\u4f3a\u670d\u5668\u79df\u7528\u5c08\u5c6c\u5834\u666f\u6700\u4f73\u5316<\/h3>\n<ul>\n<li>\u4e2d\u65e5\u8de8\u5883\u904b\u7b97\uff1a\u512a\u5148\u63a1\u7528\u300c\u5c31\u8fd1\u7bc0\u9ede\u300d\u8abf\u5ea6\u7b56\u7565\uff0c\u6e1b\u5c11\u65e5\u672c\u4f3a\u670d\u5668\u79df\u7528\u8207\u5340\u57df\u4f7f\u7528\u8005\u9593\u7684\u8cc7\u6599\u50b3\u8f38\u5ef6\u9072\u3002<\/li>\n<li>\u591a\u5340\u57dfGPU\u53e2\u96c6\uff1a\u900f\u904eCN2\u7db2\u8def\u6253\u901a\u65e5\u672c\u4f3a\u670d\u5668\u79df\u7528\u8207\u570b\u5167\u7bc0\u9ede\uff0c\u8abf\u5ea6\u6642\u512a\u5148\u9078\u64c7\u4f4e\u5ef6\u9072\u5340\u57df\u7bc0\u9ede\u3002<\/li>\n<li>\u5927\u6a94\u6848\u50b3\u8f38\u9002\u914d\uff1a\u6700\u4f73\u5316K8s\u5132\u5b58\u5377\uff08\u5982NFS\uff09\u8a2d\u5b9a\uff0c\u85c9\u52a9CN2\u9ad8\u983b\u5bec\u63d0\u5347GPU\u4efb\u52d9\u8cc7\u6599\u8b80\u5beb\u6548\u7387\u3002<\/li>\n<\/ul>\n<h2><strong>\u5be6\u4f5c\u90e8\u7f72\u6848\u4f8b<\/strong><\/h2>\n<p>\u5834\u666f\uff1a\u4e2d\u65e5\u8de8\u5883AI\u63a8\u8ad6\u670d\u52d9<\/p>\n<ol>\n<li>\u65e5\u672c\u4f3a\u670d\u5668\u79df\u7528CN2\u8a2d\u5b9a\uff1a\u7d81\u5b9a\u7db2\u8def\u4ecb\u9762\uff0c\u6700\u4f73\u5316\u8de8\u5883\u6d41\u91cf\u8def\u7531\u7b56\u7565\u3002<\/li>\n<li>K8s\u7bc0\u9ede\u6a19\u7c64\u8a2d\u5b9a\uff1a\u70ba\u65e5\u672c\u4f3a\u670d\u5668\u79df\u7528\u7bc0\u9ede\u65b0\u589e`cn2-latency: &#8220;25ms&#8221;`\u6a19\u7c64\u3002<\/li>\n<li>\u8abf\u5ea6\u7b56\u7565\u90e8\u7f72\uff1a\u61c9\u7528\u4e0a\u8ff0\u7bc0\u9ede\u89aa\u548c\u6027\u8207\u8cc7\u6e90\u9650\u5236\u8a2d\u5b9a\u7bc4\u4f8b\u3002<\/li>\n<li>\u6548\u679c\u9a57\u8b49\uff1a\u900f\u904e\u7db2\u8def\u5de5\u5177\u76e3\u63a7\u5ef6\u9072\u8868\u73fe\uff0c\u4f7f\u7528Prometheus+Grafana\u8ffd\u8e64GPU\u4f7f\u7528\u7387\u3002<\/li>\n<\/ol>\n<h2><strong>\u5e38\u898b\u554f\u984c\u8207\u6700\u4f73\u5316\u5efa\u8b70<\/strong><\/h2>\n<ul>\n<li>CN2\u52a0\u6301\u7684\u65e5\u672c\u4f3a\u670d\u5668\u79df\u7528\u4ecd\u51fa\u73fe\u8abf\u5ea6\u5361\u9813\uff1a\u6392\u67e5GPU\u9a45\u52d5\u7248\u672c\u3001\u983b\u5bec\u4f54\u7528\u72c0\u6cc1\u53ca\u8abf\u5ea6\u53c3\u6578\u8a2d\u5b9a\u554f\u984c\u3002<\/li>\n<li>\u591a\u7bc0\u9edeGPU\u8cc7\u6599\u540c\u6b65\uff1a\u555f\u7528K8s Service\u62d3\u64b2\u611f\u77e5\u8def\u7531\uff0c\u642d\u914dCN2\u5c08\u7dda\u5be6\u73fe\u7121\u7e2b\u8cc7\u6599\u5171\u7528\u3002<\/li>\n<li>GPU\u4efb\u52d9\u7684CN2\u65b9\u6848\u9078\u64c7\uff1a\u512a\u5148\u9078\u64c7\u8de8\u5883\u6700\u4f73\u5316\u589e\u5f37\u578b\u65b9\u6848\uff0c\u78ba\u4fdd\u5e73\u884c\u904b\u7b97\u4efb\u52d9\u6240\u9700\u7684\u5145\u8db3\u983b\u5bec\u3002<\/li>\n<li>\u4e3b\u52d5\u7dad\u8b77\uff1a\u5b9a\u671f\u91cb\u653eK8s\u672a\u4f7f\u7528GPU\u8cc7\u6e90\uff0c\u76e3\u63a7\u5ef6\u9072\u6ce2\u52d5\u4e26\u5373\u6642\u89f8\u767c\u7bc0\u9ede\u5207\u63db\u3002<\/li>\n<\/ul>\n<h2><strong>\u7e3d\u7d50<\/strong><\/h2>\n<p>CN2\u7db2\u8def\u3001\u65e5\u672c\u4f3a\u670d\u5668\u79df\u7528\u8207Kubernetes 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[&#8230;]<\/p>\n<p><a class=\"btn btn-secondary understrap-read-more-link\" href=\"https:\/\/www.varidata.com\/zh-tw\/blog-tc\/cn2-network-kubernetes-gpu-scheduling-for-japan-hosting\/\">Read More&#8230;<\/a><\/p>\n","protected":false},"author":12,"featured_media":27763,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[267],"tags":[],"class_list":["post-27766","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog-tc"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>CN2\u7db2\u8def\u4e0b\u7684\u65e5\u672c\u4f3a\u670d\u5668\u79df\u7528 Kubernetes GPU\u8abf\u5ea6\u65b9\u6848<\/title>\n<meta name=\"description\" content=\"\u57fa\u65bc\u65e5\u672c\u4f3a\u670d\u5668\u79df\u7528\u8207CN2\u7db2\u8def\u512a\u5316Kubernetes 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