{"id":40030,"date":"2025-04-26T07:52:20","date_gmt":"2025-04-25T23:52:20","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=40030"},"modified":"2025-04-26T07:52:20","modified_gmt":"2025-04-25T23:52:20","slug":"%e4%ba%91%e5%8e%9f%e7%94%9f%e5%8f%af%e8%a7%82%e6%b5%8b%e6%80%a7%e5%9c%a8%e5%ae%b9%e5%99%a8%e7%bc%96%e6%8e%92%e5%b7%a5%e5%85%b7%e4%b8%ad%e7%9a%84%e4%bd%bf%e7%94%a8%e6%a1%88%e4%be%8b%e6%98%af%e4%bb%80","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/40030.html","title":{"rendered":"\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u5728\u5bb9\u5668\u7f16\u6392\u5de5\u5177\u4e2d\u7684\u4f7f\u7528\u6848\u4f8b\u662f\u4ec0\u4e48"},"content":{"rendered":"

\n

\"\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u5728\u5bb9\u5668\u7f16\u6392\u5de5\u5177\u4e2d\u7684\u4f7f\u7528\u6848\u4f8b\u662f\u4ec0\u4e48\"<\/p>\n<\/p>\n

\u4e00\u3001\u5bb9\u5668\u7f16\u6392\u5de5\u5177\u7b80\u4ecb<\/h2>\n

\u5bb9\u5668\u7f16\u6392\u5de5\u5177\u662f\u7528\u4e8e\u7ba1\u7406\u548c\u534f\u8c03\u5bb9\u5668\u5316\u5e94\u7528\u7a0b\u5e8f\u7684\u5e73\u53f0\uff0c\u5e38\u89c1\u7684\u5bb9\u5668\u7f16\u6392\u5de5\u5177\u6709Kubernetes\u3001Docker Swarm\u3001Apache Mesos\u7b49\u3002\u8fd9\u4e9b\u5de5\u5177\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u81ea\u52a8\u5316\u90e8\u7f72\u3001\u6269\u5c55\u548c\u7ba1\u7406\u5bb9\u5668\u5316\u5e94\u7528\u7a0b\u5e8f\uff0c\u63d0\u9ad8\u5e94\u7528\u7a0b\u5e8f\u7684\u53ef\u9760\u6027\u548c\u53ef\u7ef4\u62a4\u6027\u3002<\/p>\n

\u4e8c\u3001\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u7684\u6982\u5ff5<\/h2>\n

\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u662f\u6307\u5728\u4e91\u539f\u751f\u73af\u5883\u4e2d\uff0c\u901a\u8fc7\u6536\u96c6\u3001\u5206\u6790\u548c\u53ef\u89c6\u5316\u6570\u636e\uff0c\u5b9e\u73b0\u5bf9\u5e94\u7528\u7a0b\u5e8f\u548c\u57fa\u7840\u8bbe\u65bd\u7684\u5168\u9762\u76d1\u63a7\u548c\u7406\u89e3\u3002\u5b83\u5305\u62ec\u65e5\u5fd7\u8bb0\u5f55\uff08Logging\uff09\u3001\u94fe\u8def\u8ffd\u8e2a\uff08Tracing\uff09\u548c\u6307\u6807\u76d1\u63a7\uff08Metrics\uff09\u4e09\u4e2a\u65b9\u9762\uff0c\u53ef\u4ee5\u5e2e\u52a9\u5f00\u53d1\u4eba\u5458\u548c\u8fd0\u7ef4\u4eba\u5458\u5feb\u901f\u5b9a\u4f4d\u95ee\u9898\u3001\u4f18\u5316\u6027\u80fd\u548c\u63d0\u9ad8\u7cfb\u7edf\u7684\u53ef\u9760\u6027\u3002<\/p>\n

\u4e09\u3001\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u5728\u5bb9\u5668\u7f16\u6392\u5de5\u5177\u4e2d\u7684\u4f7f\u7528\u6848\u4f8b<\/h2>\n

1. \u6027\u80fd\u4f18\u5316<\/strong><\/p>\n

  • \u6848\u4f8b<\/strong>\uff1a\u67d0\u7535\u5546\u5e73\u53f0\u5728\u201c\u53cc11\u201d\u5927\u4fc3\u671f\u95f4\uff0c\u4f7f\u7528Kubernetes\u4f5c\u4e3a\u5bb9\u5668\u7f16\u6392\u5de5\u5177\u3002\u901a\u8fc7Prometheus\u91c7\u96c6\u5bb9\u5668\u7684CPU\u3001\u5185\u5b58\u4f7f\u7528\u7387\u7b49\u6307\u6807\u6570\u636e\uff0cGrafana\u5c55\u793a\u6570\u636e\u3002\u8fd0\u7ef4\u4eba\u5458\u53d1\u73b0\u90e8\u5206\u5546\u54c1\u8be6\u60c5\u9875\u5bb9\u5668CPU\u4f7f\u7528\u7387\u8fc7\u9ad8\uff0c\u901a\u8fc7\u94fe\u8def\u8ffd\u8e2a\u5de5\u5177Jaeger\u5206\u6790\u8c03\u7528\u94fe\uff0c\u53d1\u73b0\u662f\u5546\u54c1\u56fe\u7247\u52a0\u8f7d\u670d\u52a1\u5b58\u5728\u6027\u80fd\u74f6\u9888\u3002\u5f00\u53d1\u4eba\u5458\u4f18\u5316\u8be5\u670d\u52a1\u7b97\u6cd5\u540e\uff0cCPU\u4f7f\u7528\u7387\u4e0b\u964d\uff0c\u9875\u9762\u52a0\u8f7d\u901f\u5ea6\u63d0\u5347\u3002<\/li>\n
  • \u6570\u636e<\/strong>\uff1a\u4f18\u5316\u524d\u5546\u54c1\u8be6\u60c5\u9875\u5e73\u5747\u52a0\u8f7d\u65f6\u95f4\u4e3a5\u79d2\uff0c\u4f18\u5316\u540e\u7f29\u77ed\u81f32\u79d2\uff0cCPU\u4f7f\u7528\u7387\u4ece80%\u964d\u81f350%\u3002<\/li>\n

    2. \u6545\u969c\u6392\u67e5<\/strong><\/p>\n

  • \u6848\u4f8b<\/strong>\uff1a\u67d0\u91d1\u878d\u670d\u52a1\u516c\u53f8\u4f7f\u7528Docker Swarm\u90e8\u7f72\u4ea4\u6613\u7cfb\u7edf\u3002\u4e00\u5929\uff0c\u90e8\u5206\u4ea4\u6613\u5931\u8d25\uff0c\u901a\u8fc7\u65e5\u5fd7\u91c7\u96c6\u5de5\u5177Fluentd\u6536\u96c6\u5bb9\u5668\u65e5\u5fd7\uff0c\u5728Kibana\u4e2d\u641c\u7d22\u5206\u6790\uff0c\u53d1\u73b0\u662f\u652f\u4ed8\u7f51\u5173\u5bb9\u5668\u4e0e\u94f6\u884c\u63a5\u53e3\u901a\u4fe1\u65f6\u51fa\u73b0\u7f51\u7edc\u8fde\u63a5\u8d85\u65f6\u3002\u8fdb\u4e00\u6b65\u901a\u8fc7\u6307\u6807\u76d1\u63a7\u53d1\u73b0\u652f\u4ed8\u7f51\u5173\u5bb9\u5668\u6240\u5728\u8282\u70b9\u7f51\u7edc\u5ef6\u8fdf\u5f02\u5e38\uff0c\u6392\u67e5\u540e\u53d1\u73b0\u662f\u7f51\u7edc\u8bbe\u5907\u6545\u969c\uff0c\u4fee\u590d\u540e\u4ea4\u6613\u6062\u590d\u6b63\u5e38\u3002<\/li>\n
  • \u6570\u636e<\/strong>\uff1a\u6545\u969c\u671f\u95f4\u4ea4\u6613\u5931\u8d25\u7387\u4ece0.1%\u4e0a\u5347\u81f35%\uff0c\u6545\u969c\u6392\u9664\u540e\u6062\u590d\u6b63\u5e38\u3002<\/li>\n

    3. \u8d44\u6e90\u7ba1\u7406<\/strong><\/p>\n

  • \u6848\u4f8b<\/strong>\uff1a\u67d0\u5728\u7ebf\u6559\u80b2\u5e73\u53f0\u4f7f\u7528Apache Mesos\u7ba1\u7406\u5bb9\u5668\u5316\u7684\u6559\u5b66\u5e94\u7528\u3002\u901a\u8fc7\u91c7\u96c6\u5bb9\u5668\u7684\u5185\u5b58\u3001\u78c1\u76d8I\/O\u7b49\u6307\u6807\uff0c\u53d1\u73b0\u90e8\u5206\u8bfe\u7a0b\u56de\u653e\u670d\u52a1\u5bb9\u5668\u5185\u5b58\u5360\u7528\u8fc7\u5927\u3002\u5206\u6790\u540e\u53d1\u73b0\u662f\u89c6\u9891\u7f13\u5b58\u7b56\u7565\u4e0d\u5408\u7406\uff0c\u8c03\u6574\u540e\u5185\u5b58\u4f7f\u7528\u91cf\u4e0b\u964d\uff0c\u51cf\u5c11\u4e86\u8d44\u6e90\u6d6a\u8d39\uff0c\u540c\u65f6\u63d0\u9ad8\u4e86\u7cfb\u7edf\u7684\u7a33\u5b9a\u6027\u3002<\/li>\n
  • \u6570\u636e<\/strong>\uff1a\u8c03\u6574\u524d\u5185\u5b58\u5360\u7528\u4e3a8GB\uff0c\u8c03\u6574\u540e\u964d\u81f34GB\uff0c\u8d44\u6e90\u5229\u7528\u7387\u63d0\u5347\u3002<\/li>\n

    4. \u5b89\u5168\u76d1\u63a7<\/strong><\/p>\n

  • \u6848\u4f8b<\/strong>\uff1a\u67d0\u4f01\u4e1a\u4f7f\u7528Kubernetes\u90e8\u7f72\u5185\u90e8\u529e\u516c\u7cfb\u7edf\u3002\u901a\u8fc7eBPF\u6280\u672f\u5b9e\u73b0\u5185\u6838\u7ea7\u522b\u7684\u5b89\u5168\u76d1\u63a7\uff0c\u53d1\u73b0\u6709\u5f02\u5e38\u7684\u7f51\u7edc\u8fde\u63a5\u884c\u4e3a\u3002\u8fdb\u4e00\u6b65\u5206\u6790\u53d1\u73b0\u662f\u67d0\u4e2a\u5bb9\u5668\u88ab\u690d\u5165\u6076\u610f\u8f6f\u4ef6\uff0c\u6b63\u5728\u5c1d\u8bd5\u4e0e\u5916\u90e8\u6076\u610f\u670d\u52a1\u5668\u901a\u4fe1\u3002\u53ca\u65f6\u9694\u79bb\u5e76\u6e05\u9664\u6076\u610f\u5bb9\u5668\u540e\uff0c\u907f\u514d\u4e86\u6570\u636e\u6cc4\u9732\u98ce\u9669\u3002<\/li>\n
  • \u6570\u636e<\/strong>\uff1a\u68c0\u6d4b\u5230\u5f02\u5e38\u7f51\u7edc\u8fde\u63a5100\u4f59\u6b21\uff0c\u6210\u529f\u963b\u6b62\u6570\u636e\u6cc4\u9732\u3002<\/li>\n

    \u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u5728\u5bb9\u5668\u7f16\u6392\u5de5\u5177\u4e2d\u7684\u5e94\u7528\uff0c\u53ef\u4ee5\u5e2e\u52a9\u4f01\u4e1a\u5b9e\u73b0\u4ee5\u4e0b\u76ee\u6807\uff1a<\/p>\n

  • \u6027\u80fd\u4f18\u5316<\/strong>\uff1a\u901a\u8fc7\u6307\u6807\u76d1\u63a7\u548c\u94fe\u8def\u8ffd\u8e2a\uff0c\u5feb\u901f\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\uff0c\u4f18\u5316\u5e94\u7528\u7a0b\u5e8f\u6027\u80fd\u3002<\/li>\n
  • \u6545\u969c\u6392\u67e5<\/strong>\uff1a\u5229\u7528\u65e5\u5fd7\u5206\u6790\u548c\u6307\u6807\u76d1\u63a7\uff0c\u8fc5\u901f\u5b9a\u4f4d\u6545\u969c\u539f\u56e0\uff0c\u51cf\u5c11\u6545\u969c\u6062\u590d\u65f6\u95f4\u3002<\/li>\n
  • \u8d44\u6e90\u7ba1\u7406<\/strong>\uff1a\u901a\u8fc7\u8d44\u6e90\u4f7f\u7528\u60c5\u51b5\u7684\u76d1\u63a7\uff0c\u5408\u7406\u5206\u914d\u548c\u5229\u7528\u8d44\u6e90\uff0c\u964d\u4f4e\u6210\u672c\u3002<\/li>\n
  • \u5b89\u5168\u76d1\u63a7<\/strong>\uff1a\u501f\u52a9\u5185\u6838\u7ea7\u522b\u7684\u76d1\u63a7\u6280\u672f\uff0c\u53ca\u65f6\u53d1\u73b0\u5e76\u5904\u7406\u5b89\u5168\u5a01\u80c1\uff0c\u4fdd\u969c\u7cfb\u7edf\u5b89\u5168\u3002<\/li>\n

    \u968f\u7740\u4e91\u539f\u751f\u6280\u672f\u7684\u4e0d\u65ad\u53d1\u5c55\uff0c\u53ef\u89c2\u6d4b\u6027\u7684\u91cd\u8981\u6027\u5c06\u65e5\u76ca\u51f8\u663e\u3002\u672a\u6765\uff0c\u53ef\u89c2\u6d4b\u6027\u5de5\u5177\u548c\u6280\u672f\u5c06\u4e0d\u65ad\u521b\u65b0\uff0c\u63d0\u4f9b\u66f4\u52a0\u5168\u9762\u3001\u6df1\u5165\u7684\u76d1\u63a7\u548c\u5206\u6790\u80fd\u529b\uff0c\u5e2e\u52a9\u4f01\u4e1a\u66f4\u597d\u5730\u7ba1\u7406\u548c\u4f18\u5316\u5bb9\u5668\u5316\u5e94\u7528\u7a0b\u5e8f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

    \u4e00\u3001\u5bb9\u5668\u7f16\u6392\u5de5\u5177\u7b80\u4ecb \u5bb9\u5668\u7f16\u6392\u5de5\u5177\u662f\u7528\u4e8e\u7ba1\u7406\u548c\u534f\u8c03\u5bb9\u5668\u5316\u5e94\u7528\u7a0b\u5e8f\u7684\u5e73\u53f0\uff0c\u5e38\u89c1\u7684\u5bb9\u5668\u7f16\u6392\u5de5\u5177\u6709Kubernetes\u3001Docker Swarm\u3001Apache Mesos\u7b49\u3002\u8fd9\u4e9b\u5de5\u5177\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u81ea\u52a8\u5316\u90e8\u7f72\u3001\u6269\u5c55\u548c\u7ba1\u7406\u5bb9\u5668\u5316\u5e94\u7528\u7a0b\u5e8f\uff0c\u63d0\u9ad8\u5e94\u7528\u7a0b\u5e8f\u7684\u53ef\u9760\u6027\u548c\u53ef\u7ef4\u62a4\u6027\u3002 \u4e8c\u3001\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u7684\u6982\u5ff5 \u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u662f\u6307\u5728\u4e91\u539f\u751f\u73af\u5883\u4e2d\uff0c\u901a\u8fc7\u6536\u96c6\u3001\u5206\u6790\u548c\u53ef\u89c6\u5316\u6570\u636e\uff0c\u5b9e\u73b0\u5bf9\u5e94\u7528\u7a0b\u5e8f\u548c\u57fa\u7840\u8bbe\u65bd\u7684\u5168\u9762\u76d1\u63a7\u548c\u7406\u89e3\u3002\u5b83\u5305\u62ec\u65e5\u5fd7\u8bb0\u5f55\uff08Logging\uff09\u3001\u94fe\u8def\u8ffd\u8e2a\uff08Tracing\uff09\u548c\u6307\u6807\u76d1\u63a7\uff08Metrics\uff09\u4e09\u4e2a\u65b9\u9762\uff0c\u53ef\u4ee5\u5e2e\u52a9\u5f00\u53d1\u4eba\u5458\u548c\u8fd0\u7ef4\u4eba\u5458\u5feb\u901f\u5b9a\u4f4d\u95ee\u9898\u3001\u4f18\u5316\u6027\u80fd\u548c\u63d0\u9ad8\u7cfb\u7edf\u7684\u53ef\u9760\u6027\u3002 \u4e09\u3001\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u5728\u5bb9\u5668\u7f16\u6392\u5de5\u5177\u4e2d\u7684\u4f7f\u7528\u6848\u4f8b 1. \u6027\u80fd\u4f18\u5316 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