{"id":35846,"date":"2024-01-05T08:42:13","date_gmt":"2023-04-18T22:05:41","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/kubernetes-%e5%85%bc%e5%ae%b9%e7%9a%84%e5%88%86%e6%9e%90%e6%a1%86%e6%9e%b6%e7%ad%89\/"},"modified":"2024-05-04T16:56:50","modified_gmt":"2024-05-04T08:56:50","slug":"kubernetes-%e5%85%bc%e5%ae%b9%e7%9a%84%e5%88%86%e6%9e%90%e6%a1%86%e6%9e%b6%e7%ad%89","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/kubernetes-%e5%85%bc%e5%ae%b9%e7%9a%84%e5%88%86%e6%9e%90%e6%a1%86%e6%9e%b6%e7%ad%89\/","title":{"rendered":"Kubernetes \u517c\u5bb9\u7684\u5206\u6790\u6846\u67b6\u7b49"},"content":{"rendered":"

Kubernetes \u3067\u30c7\u30fc\u30bf\u5206\u6790\u306e\u74b0\u5883\u3092\u7d44\u3080\u6d41\u308c\u304c\u3067\u304d\u3066\u304d\u307e\u3057\u305f\u306e\u3067\u3001\u95a2\u9023\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u5217\u6319\u3057\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n

Kubernetes\u672c\u5730\u73af\u5883<\/h1>\n

Kubeflow—-\u85c9\u7531\u4e00\u500b\u6574\u5408\u7684\u958b\u6e90\u5e73\u53f0\uff0c\u52a0\u901f\u6a5f\u5668\u5b78\u7fd2\u6a21\u578b\u5728Kubernetes\u4e0a\u7684\u90e8\u7f72\u548c\u7ba1\u7406\u3002<\/h2>\n

GitHub kubeflow – Kubernetes\u4e0a\u7684\u673a\u5668\u5b66\u4e60\u5de5\u5177\u5305<\/p>\n

Tensor Flow\u3084\u5bfe\u5fdc\u3059\u308b\u8a2d\u5b9a\u304c\u65bd\u3055\u308c\u305fJupyter\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u307e\u3067\u3092\u542b\u3080\u30c4\u30fc\u30eb\u30b9\u30bf\u30c3\u30af\u3002<\/p>\n

Kubernetes \u4e0a\u7684 Spark<\/h2>\n

Apache Spark \u5728 k8s \u4e0a\u7684\u652f\u6301\u5df2\u7ecf officially \u7eb3\u5165 Spark \u9879\u76ee\u3002<\/p>\n

Apache Airflow\u662f\u4e00\u79cd\u5f00\u6e90\u7684\u4efb\u52a1\u8c03\u5ea6\u548c\u5de5\u4f5c\u6d41\u7ba1\u7406\u5e73\u53f0\u3002<\/h2>\n

Apache Airflow
\nPython\u30d9\u30fc\u30b9\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002\u30cd\u30a4\u30c6\u30a3\u30d6\u306ekubernetes\u30a8\u30b0\u30bc\u30ad\u30e5\u30fc\u30bf\uff08\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\uff09\u3092\u63d0\u4f9b\u3002<\/p>\n

GKE\u4e0a\u7684\u56fe\u5f62\u5904\u7406\u5355\u5143\uff08GPUs\uff09\u3002<\/h2>\n

\u5728\u8c37\u6b4c\u7684Kubernetes\u4e0a\u4f7f\u7528GPU\u8282\u70b9\u6765\u8fd0\u884c\u673a\u5668\u5b66\u4e60\u7b49\u4efb\u52a1\u3002<\/p>\n

\u5f00\u6e90<\/h1>\n

\u601d\u9f50\u6566\u6838\u5fc3<\/h2>\n

Seldon Core – \u5728Kubernetes\u4e0a\u90e8\u7f72\u7684\u6a5f\u5668\u5b78\u7fd2\u3002<\/p>\n

Polyaxon: \u591a\u5143\u5316\u7684\u9f99\u5934<\/h2>\n

Polyaxon\u662f\u7528\u4e8e\u6784\u5efa\u5927\u89c4\u6a21\u6df1\u5ea6\u5b66\u4e60\u73af\u5883\u7684\u5b9e\u73b0\u3002<\/p>\n

\u5546\u4e1a\u4f7f\u7528<\/h1>\n

RiseML \u7684\u4e2d\u6587\u7ffb\u8bd1<\/h2>\n

RiseM L- \u57fa\u4e8eKubernetes\u7684\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0
\n\u53ef\u5728GPU\u96c6\u7fa4\u4e0a\u90e8\u7f72\u7684\u7b80\u5355\u6df1\u5ea6\u5b66\u4e60\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n

\u673a\u5668\u5b66\u4e60 Lambda<\/h2>\n

ML Lambda – \u673a\u5668\u5b66\u4e60\u670d\u52a1\u96c6\u7fa4
\n\u5728\u5b9e\u65f6\u96c6\u7fa4\u73af\u5883\u4e2d\u5b9e\u73b0\u4e86Spark ML\u3001Tensor Flow\u3001shikit Learn\u7b49\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

Kubernetes \u3067\u30c7\u30fc\u30bf\u5206\u6790\u306e\u74b0\u5883\u3092\u7d44\u3080\u6d41\u308c\u304c\u3067\u304d\u3066\u304d\u307e\u3057\u305f\u306e\u3067\u3001\u95a2\u9023\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u5217\u6319\u3057\u3066\u304a\u304d\u307e\u3059\u3002 […]<\/p>\n","protected":false},"author":5,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-35846","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"\nKubernetes \u517c\u5bb9\u7684\u5206\u6790\u6846\u67b6\u7b49 - Blog - Silicon Cloud<\/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:\/\/www.silicloud.com\/zh\/blog\/kubernetes-\u517c\u5bb9\u7684\u5206\u6790\u6846\u67b6\u7b49\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Kubernetes \u517c\u5bb9\u7684\u5206\u6790\u6846\u67b6\u7b49\" \/>\n<meta property=\"og:description\" content=\"Kubernetes \u3067\u30c7\u30fc\u30bf\u5206\u6790\u306e\u74b0\u5883\u3092\u7d44\u3080\u6d41\u308c\u304c\u3067\u304d\u3066\u304d\u307e\u3057\u305f\u306e\u3067\u3001\u95a2\u9023\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u5217\u6319\u3057\u3066\u304a\u304d\u307e\u3059\u3002 […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/kubernetes-\u517c\u5bb9\u7684\u5206\u6790\u6846\u67b6\u7b49\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - 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