{"id":39203,"date":"2025-04-25T03:16:17","date_gmt":"2025-04-24T19:16:17","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=39203"},"modified":"2025-04-25T03:16:17","modified_gmt":"2025-04-24T19:16:17","slug":"%e4%ba%91%e5%8e%9f%e7%94%9fapm%e5%a6%82%e4%bd%95%e5%ae%9e%e7%8e%b0%e5%ae%b9%e5%99%a8%e9%95%9c%e5%83%8f%e7%9a%84%e8%b5%84%e6%ba%90%e6%b6%88%e8%80%97%e7%9b%91%e6%8e%a7","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/39203.html","title":{"rendered":"\u4e91\u539f\u751fAPM\u5982\u4f55\u5b9e\u73b0\u5bb9\u5668\u955c\u50cf\u7684\u8d44\u6e90\u6d88\u8017\u76d1\u63a7"},"content":{"rendered":"

\n

\"\u4e91\u539f\u751fAPM\u5982\u4f55\u5b9e\u73b0\u5bb9\u5668\u955c\u50cf\u7684\u8d44\u6e90\u6d88\u8017\u76d1\u63a7\"<\/p>\n<\/p>\n

\u4e00\u3001\u5bb9\u5668\u955c\u50cf\u8d44\u6e90\u6d88\u8017\u76d1\u63a7\u7684\u91cd\u8981\u6027<\/strong><\/p>\n

\u5728\u4e91\u539f\u751f\u73af\u5883\u4e2d\uff0c\u5bb9\u5668\u955c\u50cf\u7684\u5e7f\u6cdb\u5e94\u7528\u5e26\u6765\u4e86\u9ad8\u6548\u7684\u90e8\u7f72\u548c\u8d44\u6e90\u5229\u7528\u65b9\u5f0f\u3002\u968f\u7740\u5bb9\u5668\u5316\u5e94\u7528\u7684\u89c4\u6a21\u4e0d\u65ad\u6269\u5927\uff0c\u76d1\u63a7\u5bb9\u5668\u955c\u50cf\u7684\u8d44\u6e90\u6d88\u8017\u53d8\u5f97\u81f3\u5173\u91cd\u8981\u3002\u8d44\u6e90\u6d88\u8017\u76d1\u63a7\u6709\u52a9\u4e8e\u4f18\u5316\u8d44\u6e90\u5206\u914d\u3001\u63d0\u9ad8\u5e94\u7528\u6027\u80fd\u3001\u964d\u4f4e\u6210\u672c\u4ee5\u53ca\u63d0\u524d\u53d1\u73b0\u6f5c\u5728\u7684\u6027\u80fd\u74f6\u9888\u7b49\u3002\u4e91\u539f\u751fAPM\uff08Application Performance Management\uff09\u5728\u6b64\u80cc\u666f\u4e0b\u5e94\u8fd0\u800c\u751f\uff0c\u4e3a\u5bb9\u5668\u955c\u50cf\u8d44\u6e90\u6d88\u8017\u76d1\u63a7\u63d0\u4f9b\u4e86\u6709\u6548\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n

\u4e8c\u3001\u4e91\u539f\u751fAPM\u76d1\u63a7\u8d44\u6e90\u6d88\u8017\u7684\u539f\u7406<\/h2>\n

1. \u6570\u636e\u91c7\u96c6\u673a\u5236<\/p>\n

  • \u4e91\u539f\u751fAPM\u9996\u5148\u9700\u8981\u5efa\u7acb\u6709\u6548\u7684\u6570\u636e\u91c7\u96c6\u673a\u5236\u3002\u5b83\u4f1a\u6df1\u5165\u5230\u5bb9\u5668\u8fd0\u884c\u65f6\u73af\u5883\uff0c\u901a\u8fc7\u4e0e\u5bb9\u5668\u7f16\u6392\u7cfb\u7edf\uff08\u5982Kubernetes\uff09\u96c6\u6210\uff0c\u83b7\u53d6\u5bb9\u5668\u955c\u50cf\u76f8\u5173\u7684\u5404\u7c7b\u6570\u636e\u3002\u4f8b\u5982\uff0cAPM\u53ef\u4ee5\u901a\u8fc7Kubernetes\u7684API\u6765\u83b7\u53d6\u5bb9\u5668\u7684CPU\u4f7f\u7528\u7387\u3001\u5185\u5b58\u5360\u7528\u91cf\u7b49\u57fa\u672c\u4fe1\u606f\u3002\u8fd9\u662f\u56e0\u4e3aKubernetes\u4f5c\u4e3a\u5bb9\u5668\u7f16\u6392\u7684\u6838\u5fc3\uff0c\u638c\u63e1\u7740\u5bb9\u5668\u7684\u8fd0\u884c\u72b6\u6001\u4fe1\u606f\uff0cAPM\u4e0e\u4e4b\u7ed3\u5408\u80fd\u591f\u7cbe\u51c6\u5b9a\u4f4d\u5230\u6bcf\u4e2a\u5bb9\u5668\u955c\u50cf\u7684\u8d44\u6e90\u4f7f\u7528\u60c5\u51b5\u3002<\/li>\n
  • APM\u8fd8\u4f1a\u5728\u5bb9\u5668\u5185\u90e8\u90e8\u7f72\u8f7b\u91cf\u7ea7\u7684\u4ee3\u7406\u7a0b\u5e8f\u3002\u8fd9\u4e9b\u4ee3\u7406\u7a0b\u5e8f\u80fd\u591f\u6536\u96c6\u66f4\u7ec6\u7c92\u5ea6\u7684\u8d44\u6e90\u6d88\u8017\u6570\u636e\uff0c\u5982\u7279\u5b9a\u8fdb\u7a0b\u5728\u5bb9\u5668\u955c\u50cf\u4e2d\u7684CPU\u65f6\u95f4\u7247\u5206\u914d\u3001\u5185\u5b58\u6cc4\u6f0f\u68c0\u6d4b\u7b49\u3002\u8fd9\u4e9b\u4ee3\u7406\u7a0b\u5e8f\u4ee5\u975e\u4fb5\u5165\u5f0f\u7684\u65b9\u5f0f\u8fd0\u884c\uff0c\u4e0d\u4f1a\u5bf9\u5bb9\u5668\u955c\u50cf\u7684\u6b63\u5e38\u8fd0\u884c\u9020\u6210\u5e72\u6270\uff0c\u4ece\u800c\u786e\u4fdd\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u5b8c\u6574\u6027\u3002<\/li>\n

    2. \u6570\u636e\u5904\u7406\u4e0e\u5206\u6790<\/p>\n

  • \u91c7\u96c6\u5230\u7684\u6570\u636e\u9700\u8981\u7ecf\u8fc7\u5904\u7406\u548c\u5206\u6790\u624d\u80fd\u8f6c\u5316\u4e3a\u6709\u4ef7\u503c\u7684\u4fe1\u606f\u3002\u4e91\u539f\u751fAPM\u4f1a\u5c06\u91c7\u96c6\u5230\u7684\u5927\u91cf\u539f\u59cb\u6570\u636e\u8fdb\u884c\u6e05\u6d17\uff0c\u53bb\u9664\u65e0\u6548\u6570\u636e\u548c\u566a\u58f0\u3002\u4f8b\u5982\uff0c\u5728\u7f51\u7edc\u6ce2\u52a8\u65f6\u53ef\u80fd\u4f1a\u4ea7\u751f\u4e00\u4e9b\u5f02\u5e38\u7684\u8d44\u6e90\u6d88\u8017\u6570\u636e\u5c16\u5cf0\uff0cAPM\u4f1a\u901a\u8fc7\u7b97\u6cd5\u8bc6\u522b\u5e76\u8fc7\u6ee4\u8fd9\u4e9b\u5f02\u5e38\u503c\u3002<\/li>\n
  • \u7136\u540e\uff0cAPM\u5229\u7528\u6570\u636e\u5206\u6790\u7b97\u6cd5\uff0c\u5982\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u4e2d\u7684\u805a\u7c7b\u5206\u6790\uff0c\u5c06\u76f8\u4f3c\u7684\u5bb9\u5668\u955c\u50cf\u8d44\u6e90\u6d88\u8017\u6a21\u5f0f\u8fdb\u884c\u5206\u7c7b\u3002\u8fd9\u6709\u52a9\u4e8e\u53d1\u73b0\u4e0d\u540c\u7c7b\u578b\u5bb9\u5668\u955c\u50cf\u5728\u4e0d\u540c\u8d1f\u8f7d\u60c5\u51b5\u4e0b\u7684\u5178\u578b\u8d44\u6e90\u6d88\u8017\u7279\u5f81\u3002\u901a\u8fc7\u5bf9\u8fd9\u4e9b\u7279\u5f81\u7684\u5206\u6790\uff0c\u53ef\u4ee5\u63d0\u524d\u9884\u6d4b\u8d44\u6e90\u6d88\u8017\u7684\u8d8b\u52bf\uff0c\u4e3a\u8d44\u6e90\u7684\u5408\u7406\u5206\u914d\u63d0\u4f9b\u4f9d\u636e\u3002<\/li>\n

    \u4e09\u3001\u4e91\u539f\u751fAPM\u5b9e\u73b0\u76d1\u63a7\u7684\u529f\u80fd\u6a21\u5757<\/h2>\n

    1. \u8d44\u6e90\u76d1\u63a7\u6a21\u5757<\/p>\n

  • \u8d44\u6e90\u76d1\u63a7\u6a21\u5757\u662f\u4e91\u539f\u751fAPM\u7684\u6838\u5fc3\u7ec4\u6210\u90e8\u5206\u3002\u5b83\u80fd\u591f\u5b9e\u65f6\u76d1\u63a7\u5bb9\u5668\u955c\u50cf\u7684\u591a\u79cd\u8d44\u6e90\u6d88\u8017\u60c5\u51b5\u3002\u5bf9\u4e8eCPU\u8d44\u6e90\uff0c\u5b83\u4e0d\u4ec5\u53ef\u4ee5\u76d1\u63a7CPU\u7684\u4f7f\u7528\u7387\uff0c\u8fd8\u80fd\u76d1\u63a7CPU\u7684\u7b49\u5f85\u65f6\u95f4\u3001\u4e0a\u4e0b\u6587\u5207\u6362\u6b21\u6570\u7b49\u3002\u9ad8\u7684CPU\u7b49\u5f85\u65f6\u95f4\u53ef\u80fd\u610f\u5473\u7740\u5bb9\u5668\u955c\u50cf\u4e2d\u7684\u8fdb\u7a0b\u5728\u7b49\u5f85\u8d44\u6e90\uff0c\u5982I\/O\u64cd\u4f5c\uff0c\u8fd9\u4f1a\u5f71\u54cd\u6574\u4f53\u7684\u6027\u80fd\u3002<\/li>\n
  • \u5728\u5185\u5b58\u76d1\u63a7\u65b9\u9762\uff0c\u9664\u4e86\u5e38\u89c4\u7684\u5185\u5b58\u4f7f\u7528\u91cf\u76d1\u63a7\uff0c\u8fd8\u80fd\u76d1\u63a7\u5185\u5b58\u7684\u5206\u9875\u60c5\u51b5\u3002\u5185\u5b58\u5206\u9875\u8fc7\u591a\u53ef\u80fd\u5bfc\u81f4\u5185\u5b58\u788e\u7247\u5316\uff0c\u5f71\u54cd\u5bb9\u5668\u955c\u50cf\u7684\u8fd0\u884c\u6548\u7387\u3002\u901a\u8fc7\u5bf9\u8fd9\u4e9b\u8be6\u7ec6\u8d44\u6e90\u6307\u6807\u7684\u76d1\u63a7\uff0c\u7ba1\u7406\u5458\u53ef\u4ee5\u5168\u9762\u4e86\u89e3\u5bb9\u5668\u955c\u50cf\u7684\u8d44\u6e90\u6d88\u8017\u72b6\u51b5\uff0c\u53ca\u65f6\u8fdb\u884c\u8c03\u6574\u3002<\/li>\n

    2. \u6027\u80fd\u5206\u6790\u6a21\u5757<\/p>\n

  • \u6027\u80fd\u5206\u6790\u6a21\u5757\u4e3b\u8981\u9488\u5bf9\u5bb9\u5668\u955c\u50cf\u7684\u6027\u80fd\u8fdb\u884c\u6df1\u5165\u5206\u6790\u3002\u5b83\u4f1a\u5206\u6790\u5bb9\u5668\u955c\u50cf\u5728\u4e0d\u540c\u5de5\u4f5c\u8d1f\u8f7d\u4e0b\u7684\u54cd\u5e94\u65f6\u95f4\u3002\u4f8b\u5982\uff0c\u5f53\u5bb9\u5668\u955c\u50cf\u627f\u8f7d\u7684\u662f\u4e00\u4e2aWeb\u5e94\u7528\u65f6\uff0c\u5b83\u4f1a\u76d1\u6d4b\u4ece\u7528\u6237\u53d1\u8d77\u8bf7\u6c42\u5230\u6536\u5230\u54cd\u5e94\u7684\u65f6\u95f4\u3002\u5982\u679c\u54cd\u5e94\u65f6\u95f4\u8fc7\u957f\uff0c\u6027\u80fd\u5206\u6790\u6a21\u5757\u4f1a\u901a\u8fc7\u8c03\u7528\u5173\u7cfb\u56fe\u7b49\u5de5\u5177\uff0c\u5206\u6790\u662f\u5bb9\u5668\u955c\u50cf\u5185\u90e8\u7684\u54ea\u4e2a\u7ec4\u4ef6\u6216\u8005\u670d\u52a1\u5bfc\u81f4\u4e86\u5ef6\u8fdf\u3002<\/li>\n
  • \u8be5\u6a21\u5757\u8fd8\u4f1a\u5206\u6790\u5bb9\u5668\u955c\u50cf\u5728\u9ad8\u5e76\u53d1\u60c5\u51b5\u4e0b\u7684\u6027\u80fd\u8868\u73b0\u3002\u901a\u8fc7\u6a21\u62df\u5927\u91cf\u5e76\u53d1\u8bf7\u6c42\uff0c\u89c2\u5bdf\u5bb9\u5668\u955c\u50cf\u7684\u8d44\u6e90\u6d88\u8017\u548c\u54cd\u5e94\u60c5\u51b5\uff0c\u4ece\u800c\u627e\u51fa\u5728\u9ad8\u5e76\u53d1\u573a\u666f\u4e0b\u53ef\u80fd\u51fa\u73b0\u7684\u6027\u80fd\u74f6\u9888\uff0c\u5982\u6570\u636e\u5e93\u8fde\u63a5\u6c60\u8017\u5c3d\u3001\u7ebf\u7a0b\u963b\u585e\u7b49\u95ee\u9898\u3002<\/li>\n

    \u56db\u3001\u4e91\u539f\u751fAPM\u76d1\u63a7\u7684\u4f18\u52bf\u4e0e\u6311\u6218<\/h2>\n

    1. \u4f18\u52bf<\/p>\n

  • \u4e91\u539f\u751fAPM\u5728\u76d1\u63a7\u5bb9\u5668\u955c\u50cf\u8d44\u6e90\u6d88\u8017\u65b9\u9762\u5177\u6709\u9ad8\u5ea6\u7684\u81ea\u52a8\u5316\u3002\u5b83\u53ef\u4ee5\u81ea\u52a8\u53d1\u73b0\u65b0\u90e8\u7f72\u7684\u5bb9\u5668\u955c\u50cf\uff0c\u5e76\u81ea\u52a8\u5f00\u59cb\u5bf9\u5176\u8fdb\u884c\u8d44\u6e90\u6d88\u8017\u76d1\u63a7\uff0c\u65e0\u9700\u4eba\u5de5\u8fc7\u591a\u5e72\u9884\u3002\u8fd9\u5927\u5927\u63d0\u9ad8\u4e86\u76d1\u63a7\u7684\u6548\u7387\uff0c\u51cf\u5c11\u4e86\u4eba\u4e3a\u9519\u8bef\u7684\u53ef\u80fd\u6027\u3002<\/li>\n
  • APM\u63d0\u4f9b\u4e86\u7edf\u4e00\u7684\u76d1\u63a7\u754c\u9762\u3002\u7ba1\u7406\u5458\u53ef\u4ee5\u5728\u4e00\u4e2a\u754c\u9762\u4e2d\u67e5\u770b\u591a\u4e2a\u5bb9\u5668\u955c\u50cf\u7684\u8d44\u6e90\u6d88\u8017\u60c5\u51b5\uff0c\u5e76\u4e14\u53ef\u4ee5\u65b9\u4fbf\u5730\u8fdb\u884c\u5bf9\u6bd4\u5206\u6790\u3002\u8fd9\u6709\u52a9\u4e8e\u4ece\u6574\u4f53\u4e0a\u628a\u63e1\u5bb9\u5668\u5316\u5e94\u7528\u7684\u8d44\u6e90\u5229\u7528\u60c5\u51b5\uff0c\u8fdb\u884c\u5168\u5c40\u7684\u8d44\u6e90\u4f18\u5316\u3002<\/li>\n

    2. \u6311\u6218<\/p>\n

  • \u4e91\u539f\u751fAPM\u4e5f\u9762\u4e34\u7740\u4e00\u4e9b\u6311\u6218\u3002\u5176\u4e2d\u4e4b\u4e00\u662f\u6570\u636e\u5b89\u5168\u95ee\u9898\u3002\u7531\u4e8eAPM\u9700\u8981\u91c7\u96c6\u5bb9\u5668\u955c\u50cf\u5185\u90e8\u7684\u5404\u79cd\u6570\u636e\uff0c\u5982\u4f55\u786e\u4fdd\u8fd9\u4e9b\u6570\u636e\u7684\u5b89\u5168\u6027\uff0c\u9632\u6b62\u6570\u636e\u6cc4\u9732\u662f\u4e00\u4e2a\u91cd\u8981\u7684\u95ee\u9898\u3002\u7279\u522b\u662f\u5728\u591a\u79df\u6237\u7684\u4e91\u73af\u5883\u4e2d\uff0c\u4e0d\u540c\u79df\u6237\u7684\u5bb9\u5668\u955c\u50cf\u6570\u636e\u9700\u8981\u4e25\u683c\u9694\u79bb\u3002<\/li>\n
  • \u53e6\u4e00\u4e2a\u6311\u6218\u662f\u8d44\u6e90\u6d88\u8017\u76d1\u63a7\u7684\u51c6\u786e\u6027\u3002\u5728\u590d\u6742\u7684\u4e91\u539f\u751f\u73af\u5883\u4e2d\uff0c\u5bb9\u5668\u955c\u50cf\u4e4b\u95f4\u7684\u76f8\u4e92\u5f71\u54cd\u3001\u7f51\u7edc\u6ce2\u52a8\u7b49\u56e0\u7d20\u90fd\u53ef\u80fd\u5f71\u54cd\u8d44\u6e90\u6d88\u8017\u76d1\u63a7\u7684\u51c6\u786e\u6027\u3002\u4f8b\u5982\uff0c\u7f51\u7edc\u5ef6\u8fdf\u53ef\u80fd\u5bfc\u81f4\u6570\u636e\u91c7\u96c6\u7684\u5ef6\u8fdf\uff0c\u4ece\u800c\u4f7f\u76d1\u63a7\u5230\u7684\u8d44\u6e90\u6d88\u8017\u6570\u636e\u4e0e\u5b9e\u9645\u60c5\u51b5\u5b58\u5728\u504f\u5dee\u3002<\/li>\n

    \u4e94\u3001\u603b\u7ed3<\/strong><\/p>\n

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