{"id":40612,"date":"2025-04-27T03:27:24","date_gmt":"2025-04-26T19:27:24","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=40612"},"modified":"2025-04-27T03:27:24","modified_gmt":"2025-04-26T19:27:24","slug":"%e4%ba%91%e5%8e%9f%e7%94%9f%e5%8f%af%e8%a7%82%e6%b5%8b%e6%80%a7%e5%a6%82%e4%bd%95%e5%b8%ae%e5%8a%a9%e5%ae%9e%e7%8e%b0%e6%9b%b4%e9%ab%98%e6%95%88%e7%9a%84%e5%ae%b9%e5%99%a8%e9%83%a8%e7%bd%b2","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/40612.html","title":{"rendered":"\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u5982\u4f55\u5e2e\u52a9\u5b9e\u73b0\u66f4\u9ad8\u6548\u7684\u5bb9\u5668\u90e8\u7f72"},"content":{"rendered":"

\n

\"\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u5982\u4f55\u5e2e\u52a9\u5b9e\u73b0\u66f4\u9ad8\u6548\u7684\u5bb9\u5668\u90e8\u7f72\"<\/p>\n<\/p>\n

\u5728\u5f53\u4eca\u7684\u4e91\u8ba1\u7b97\u9886\u57df\uff0c\u5bb9\u5668\u6280\u672f\u5df2\u7ecf\u6210\u4e3a\u4e86\u4e3b\u6d41\u7684\u5e94\u7528\u90e8\u7f72\u65b9\u5f0f\u3002\u968f\u7740\u5bb9\u5668\u6570\u91cf\u7684\u589e\u52a0\u548c\u5e94\u7528\u590d\u6742\u6027\u7684\u63d0\u5347\u5982\u4f55\u9ad8\u6548\u5730\u7ba1\u7406\u548c\u76d1\u63a7\u8fd9\u4e9b\u5bb9\u5668\u6210\u4e3a\u4e86\u4e00\u4e2a\u91cd\u8981\u7684\u6311\u6218\u3002\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u6b63\u662f\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e00\u95ee\u9898\u800c\u8bde\u751f\u7684\uff0c\u5b83\u63d0\u4f9b\u4e86\u5bf9\u5bb9\u5668\u5316\u5e94\u7528\u7684\u5168\u9762\u76d1\u63a7\u548c\u5206\u6790\u80fd\u529b\uff0c\u5e2e\u52a9\u4f01\u4e1a\u5b9e\u73b0\u66f4\u9ad8\u6548\u7684\u5bb9\u5668\u90e8\u7f72\u3002<\/p>\n

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

\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u662f\u6307\u901a\u8fc7\u6536\u96c6\u3001\u5206\u6790\u548c\u53ef\u89c6\u5316\u5bb9\u5668\u5316\u5e94\u7528\u7684\u8fd0\u884c\u6570\u636e\uff0c\u63d0\u4f9b\u5bf9\u5e94\u7528\u6027\u80fd\u3001\u8d44\u6e90\u4f7f\u7528\u548c\u7528\u6237\u884c\u4e3a\u7684\u6df1\u5165\u6d1e\u5bdf\u3002\u5b83\u6d89\u53ca\u5230\u65e5\u5fd7\u3001\u6307\u6807\u3001\u8ddf\u8e2a\u548c\u4e8b\u4ef6\u7b49\u591a\u4e2a\u65b9\u9762\uff0c\u80fd\u591f\u5e2e\u52a9\u5f00\u53d1\u4eba\u5458\u548c\u8fd0\u7ef4\u56e2\u961f\u5feb\u901f\u5b9a\u4f4d\u95ee\u9898\u3001\u4f18\u5316\u6027\u80fd\u548c\u63d0\u9ad8\u7528\u6237\u4f53\u9a8c\u3002<\/p>\n

\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u5982\u4f55\u63d0\u5347\u5bb9\u5668\u90e8\u7f72\u6548\u7387<\/h2>\n

1. \u5b9e\u65f6\u76d1\u63a7\u5bb9\u5668\u72b6\u6001<\/strong><\/p>\n

  • \u6307\u6807\u76d1\u63a7<\/strong>\uff1a\u901a\u8fc7\u76d1\u63a7\u5bb9\u5668\u7684CPU\u3001\u5185\u5b58\u3001\u7f51\u7edc\u7b49\u6307\u6807\uff0c\u53ef\u4ee5\u5b9e\u65f6\u4e86\u89e3\u5bb9\u5668\u7684\u8fd0\u884c\u72b6\u6001\uff0c\u53ca\u65f6\u53d1\u73b0\u8d44\u6e90\u74f6\u9888\u6216\u5f02\u5e38\u60c5\u51b5\u3002\u4f8b\u5982\uff0c\u5f53\u67d0\u4e2a\u5bb9\u5668\u7684CPU\u4f7f\u7528\u7387\u7a81\u7136\u98d9\u5347\u65f6\uff0c\u53ef\u4ee5\u8fc5\u901f\u5b9a\u4f4d\u5230\u53ef\u80fd\u5b58\u5728\u7684\u95ee\u9898\uff0c\u5982\u4ee3\u7801\u4e2d\u7684\u6b7b\u5faa\u73af\u6216\u8d44\u6e90\u6cc4\u6f0f\u3002<\/li>\n
  • \u65e5\u5fd7\u5206\u6790<\/strong>\uff1a\u5bb9\u5668\u7684\u65e5\u5fd7\u8bb0\u5f55\u4e86\u5e94\u7528\u8fd0\u884c\u8fc7\u7a0b\u4e2d\u7684\u8be6\u7ec6\u4fe1\u606f\uff0c\u901a\u8fc7\u5206\u6790\u65e5\u5fd7\u53ef\u4ee5\u4e86\u89e3\u5e94\u7528\u7684\u884c\u4e3a\u548c\u9519\u8bef\u4fe1\u606f\u3002\u4f8b\u5982\uff0c\u5728\u4e00\u4e2a\u7535\u5546\u5e94\u7528\u4e2d\uff0c\u5982\u679c\u8ba2\u5355\u5904\u7406\u670d\u52a1\u51fa\u73b0\u9519\u8bef\uff0c\u901a\u8fc7\u67e5\u770b\u5bb9\u5668\u65e5\u5fd7\u53ef\u4ee5\u627e\u5230\u5177\u4f53\u7684\u9519\u8bef\u539f\u56e0\uff0c\u5982\u6570\u636e\u5e93\u8fde\u63a5\u5931\u8d25\u6216\u53c2\u6570\u9519\u8bef\u3002<\/li>\n

    2. \u5feb\u901f\u5b9a\u4f4d\u95ee\u9898<\/strong><\/p>\n

  • \u5206\u5e03\u5f0f\u8ffd\u8e2a<\/strong>\uff1a\u5728\u5fae\u670d\u52a1\u67b6\u6784\u4e0b\uff0c\u4e00\u4e2a\u8bf7\u6c42\u53ef\u80fd\u4f1a\u7ecf\u8fc7\u591a\u4e2a\u5bb9\u5668\u548c\u670d\u52a1\uff0c\u5206\u5e03\u5f0f\u8ffd\u8e2a\u53ef\u4ee5\u5e2e\u52a9\u8ffd\u8e2a\u8bf7\u6c42\u7684\u5b8c\u6574\u8def\u5f84\uff0c\u4ece\u800c\u5feb\u901f\u5b9a\u4f4d\u5230\u95ee\u9898\u6240\u5728\u7684\u670d\u52a1\u6216\u5bb9\u5668\u3002\u4f8b\u5982\uff0c\u5f53\u7528\u6237\u767b\u5f55\u5931\u8d25\u65f6\uff0c\u901a\u8fc7\u5206\u5e03\u5f0f\u8ffd\u8e2a\u53ef\u4ee5\u770b\u5230\u8bf7\u6c42\u5728\u54ea\u4e2a\u670d\u52a1\u73af\u8282\u51fa\u73b0\u4e86\u95ee\u9898\uff0c\u662f\u8ba4\u8bc1\u670d\u52a1\u8fd8\u662f\u6570\u636e\u5e93\u670d\u52a1\u3002<\/li>\n
  • \u4e8b\u4ef6\u76d1\u63a7<\/strong>\uff1aKubernetes\u7684\u4e8b\u4ef6\u76d1\u63a7\u53ef\u4ee5\u5b9e\u65f6\u6355\u83b7\u96c6\u7fa4\u4e2d\u7684\u91cd\u8981\u4e8b\u4ef6\uff0c\u5982\u5bb9\u5668\u7684\u521b\u5efa\u3001\u9500\u6bc1\u3001\u91cd\u542f\u7b49\uff0c\u8fd9\u4e9b\u4e8b\u4ef6\u5bf9\u4e8e\u5feb\u901f\u8bca\u65ad\u96c6\u7fa4\u7684\u5f02\u5e38\u548c\u95ee\u9898\u975e\u5e38\u6709\u5e2e\u52a9\u3002<\/li>\n

    3. \u4f18\u5316\u8d44\u6e90\u5229\u7528<\/strong><\/p>\n

  • \u8d44\u6e90\u5229\u7528\u7387\u5206\u6790<\/strong>\uff1a\u901a\u8fc7\u76d1\u63a7\u5bb9\u5668\u7684\u8d44\u6e90\u4f7f\u7528\u60c5\u51b5\uff0c\u53ef\u4ee5\u4e86\u89e3\u54ea\u4e9b\u5bb9\u5668\u8d44\u6e90\u5229\u7528\u7387\u8f83\u4f4e\uff0c\u54ea\u4e9b\u5bb9\u5668\u8d44\u6e90\u9700\u6c42\u8f83\u9ad8\uff0c\u4ece\u800c\u8fdb\u884c\u5408\u7406\u7684\u8d44\u6e90\u5206\u914d\u548c\u8c03\u6574\u3002\u4f8b\u5982\uff0c\u5bf9\u4e8e\u4e00\u4e2a\u8ba1\u7b97\u5bc6\u96c6\u578b\u7684\u5bb9\u5668\u5e94\u7528\uff0c\u53ef\u4ee5\u6839\u636e\u76d1\u63a7\u6570\u636e\u8c03\u6574\u5176CPU\u548c\u5185\u5b58\u7684\u5206\u914d\uff0c\u4ee5\u63d0\u9ad8\u6574\u4f53\u8d44\u6e90\u5229\u7528\u7387\u3002<\/li>\n
  • \u5f39\u6027\u4f38\u7f29<\/strong>\uff1a\u57fa\u4e8e\u53ef\u89c2\u6d4b\u6027\u6570\u636e\uff0c\u53ef\u4ee5\u5b9e\u73b0\u5bb9\u5668\u7684\u81ea\u52a8\u5f39\u6027\u4f38\u7f29\u3002\u5f53\u4e1a\u52a1\u8d1f\u8f7d\u589e\u52a0\u65f6\uff0c\u81ea\u52a8\u589e\u52a0\u5bb9\u5668\u5b9e\u4f8b\u6570\u91cf\uff1b\u5f53\u8d1f\u8f7d\u964d\u4f4e\u65f6\uff0c\u51cf\u5c11\u5bb9\u5668\u5b9e\u4f8b\uff0c\u4ece\u800c\u8282\u7701\u8d44\u6e90\u6210\u672c\u3002<\/li>\n

    4. \u63d0\u9ad8\u5e94\u7528\u6027\u80fd<\/strong><\/p>\n

  • \u6027\u80fd\u74f6\u9888\u5206\u6790<\/strong>\uff1a\u901a\u8fc7\u5bf9\u5bb9\u5668\u5e94\u7528\u7684\u6027\u80fd\u6307\u6807\u8fdb\u884c\u76d1\u63a7\u548c\u5206\u6790\uff0c\u53ef\u4ee5\u627e\u5230\u6027\u80fd\u74f6\u9888\u6240\u5728\uff0c\u5982\u6570\u636e\u5e93\u67e5\u8be2\u7f13\u6162\u3001\u7f51\u7edc\u5ef6\u8fdf\u9ad8\u7b49\uff0c\u8fdb\u800c\u8fdb\u884c\u9488\u5bf9\u6027\u7684\u4f18\u5316\u3002\u4f8b\u5982\uff0c\u901a\u8fc7\u76d1\u63a7\u53d1\u73b0\u67d0\u4e2aAPI\u7684\u54cd\u5e94\u65f6\u95f4\u8fc7\u957f\uff0c\u7ecf\u8fc7\u5206\u6790\u53d1\u73b0\u662f\u7531\u4e8e\u6570\u636e\u5e93\u67e5\u8be2\u6ca1\u6709\u4f7f\u7528\u7d22\u5f15\uff0c\u4ece\u800c\u8fdb\u884c\u4f18\u5316\u63d0\u9ad8\u6027\u80fd\u3002<\/li>\n
  • \u7528\u6237\u4f53\u9a8c\u4f18\u5316<\/strong>\uff1a\u901a\u8fc7\u524d\u7aef\u76d1\u63a7\uff0c\u53ef\u4ee5\u4e86\u89e3\u7528\u6237\u5728\u4f7f\u7528\u5e94\u7528\u65f6\u7684\u4f53\u9a8c\uff0c\u5982\u9875\u9762\u52a0\u8f7d\u901f\u5ea6\u3001\u4ea4\u4e92\u54cd\u5e94\u65f6\u95f4\u7b49\uff0c\u4ece\u800c\u4f18\u5316\u7528\u6237\u754c\u9762\u548c\u4ea4\u4e92\u903b\u8f91\uff0c\u63d0\u9ad8\u7528\u6237\u6ee1\u610f\u5ea6\u3002<\/li>\n

    \u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u7684\u5de5\u5177\u548c\u6280\u672f<\/h2>\n

    1. Prometheus<\/strong>\uff1a\u4e00\u4e2a\u5f00\u6e90\u7684\u76d1\u63a7\u548c\u62a5\u8b66\u7cfb\u7edf\uff0c\u5e7f\u6cdb\u7528\u4e8e\u5bb9\u5668\u73af\u5883\u7684\u6307\u6807\u76d1\u63a7\u3002\u5b83\u53ef\u4ee5\u6536\u96c6\u548c\u5b58\u50a8\u5404\u79cd\u6307\u6807\u6570\u636e\uff0c\u5e76\u63d0\u4f9b\u5f3a\u5927\u7684\u67e5\u8be2\u548c\u53ef\u89c6\u5316\u529f\u80fd\u3002<\/p>\n

    2. Grafana<\/strong>\uff1a\u4e00\u4e2a\u53ef\u89c6\u5316\u5e73\u53f0\uff0c\u53ef\u4ee5\u4e0ePrometheus\u7b49\u6570\u636e\u6e90\u96c6\u6210\uff0c\u63d0\u4f9b\u4e30\u5bcc\u7684\u4eea\u8868\u76d8\u548c\u56fe\u8868\uff0c\u5e2e\u52a9\u7528\u6237\u76f4\u89c2\u5730\u7406\u89e3\u548c\u5206\u6790\u76d1\u63a7\u6570\u636e\u3002<\/p>\n

    3. ARMS\uff08Application Real-Time Monitoring Service\uff09<\/strong>\uff1a\u963f\u91cc\u4e91\u63d0\u4f9b\u7684\u5e94\u7528\u6027\u80fd\u7ba1\u7406\u670d\u52a1\uff0c\u53ef\u4ee5\u5b9e\u73b0\u65e0\u4fb5\u5165\u5f0f\u7684Java\u5e94\u7528\u76d1\u63a7\uff0c\u5e2e\u52a9\u5feb\u901f\u5b9a\u4f4d\u95ee\u9898\u548c\u4f18\u5316\u6027\u80fd\u3002<\/p>\n

    4. DeepFlow<\/strong>\uff1a\u4e91\u6749\u7f51\u7edc\u63d0\u4f9b\u7684\u5bb9\u5668\u5316\u5fae\u670d\u52a1\u53ef\u89c2\u6d4b\u6027\u89e3\u51b3\u65b9\u6848\uff0c\u53ef\u4ee5\u63d0\u4f9b\u5168\u6808\u7684\u6307\u6807\u6570\u636e\u3001\u65e5\u5fd7\u6570\u636e\u548c\u5e94\u7528\u5c42Trace\u8ffd\u8e2a\u6570\u636e\uff0c\u5e2e\u52a9\u4f01\u4e1a\u5728\u590d\u6742\u7684\u5fae\u670d\u52a1\u73af\u5883\u4e2d\u5feb\u901f\u5b9a\u4f4d\u95ee\u9898\u3002<\/p>\n

    \u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u901a\u8fc7\u63d0\u4f9b\u5168\u9762\u7684\u76d1\u63a7\u548c\u5206\u6790\u80fd\u529b\uff0c\u5e2e\u52a9\u4f01\u4e1a\u5b9e\u73b0\u66f4\u9ad8\u6548\u7684\u5bb9\u5668\u90e8\u7f72\u3002\u5b83\u4e0d\u4ec5\u53ef\u4ee5\u5b9e\u65f6\u76d1\u63a7\u5bb9\u5668\u72b6\u6001\u3001\u5feb\u901f\u5b9a\u4f4d\u95ee\u9898\uff0c\u8fd8\u80fd\u4f18\u5316\u8d44\u6e90\u5229\u7528\u548c\u63d0\u9ad8\u5e94\u7528\u6027\u80fd\u3002\u968f\u7740\u5bb9\u5668\u6280\u672f\u7684\u4e0d\u65ad\u53d1\u5c55\uff0c\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u5c06\u6210\u4e3a\u4f01\u4e1a\u5bb9\u5668\u5316\u6218\u7565\u4e2d\u4e0d\u53ef\u6216\u7f3a\u7684\u4e00\u90e8\u5206\u3002\u672a\u6765\uff0c\u968f\u7740\u6280\u672f\u7684\u4e0d\u65ad\u8fdb\u6b65\uff0c\u53ef\u89c2\u6d4b\u6027\u5de5\u5177\u548c\u6280\u672f\u5c06\u4e0d\u65ad\u5b8c\u5584\uff0c\u63d0\u4f9b\u66f4\u52a0\u7cbe\u7ec6\u5316\u548c\u667a\u80fd\u5316\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\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

    \u5728\u5f53\u4eca\u7684\u4e91\u8ba1\u7b97\u9886\u57df\uff0c\u5bb9\u5668\u6280\u672f\u5df2\u7ecf\u6210\u4e3a\u4e86\u4e3b\u6d41\u7684\u5e94\u7528\u90e8\u7f72\u65b9\u5f0f\u3002\u968f\u7740\u5bb9\u5668\u6570\u91cf\u7684\u589e\u52a0\u548c\u5e94\u7528\u590d\u6742\u6027\u7684\u63d0\u5347\u5982\u4f55\u9ad8\u6548\u5730\u7ba1\u7406\u548c\u76d1\u63a7\u8fd9\u4e9b\u5bb9\u5668\u6210\u4e3a\u4e86\u4e00\u4e2a\u91cd\u8981\u7684\u6311\u6218\u3002\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u6b63\u662f\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e00\u95ee\u9898\u800c\u8bde\u751f\u7684\uff0c\u5b83\u63d0\u4f9b\u4e86\u5bf9\u5bb9\u5668\u5316\u5e94\u7528\u7684\u5168\u9762\u76d1\u63a7\u548c\u5206\u6790\u80fd\u529b\uff0c\u5e2e\u52a9\u4f01\u4e1a\u5b9e\u73b0\u66f4\u9ad8\u6548\u7684\u5bb9\u5668\u90e8\u7f72\u3002 \u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u7684\u6982\u5ff5 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