{"id":33988,"date":"2025-03-10T16:26:18","date_gmt":"2025-03-10T08:26:18","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=33988"},"modified":"2025-03-10T16:26:18","modified_gmt":"2025-03-10T08:26:18","slug":"%e5%9c%a8serverless%e6%9e%b6%e6%9e%84%e4%b8%ad%ef%bc%8capm%e7%9a%84%e4%bd%9c%e7%94%a8%e5%92%8c%e6%8c%91%e6%88%98%e6%98%af%e4%bb%80%e4%b9%88%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/33988.html","title":{"rendered":"\u5728Serverless\u67b6\u6784\u4e2d\uff0cAPM\u7684\u4f5c\u7528\u548c\u6311\u6218\u662f\u4ec0\u4e48\uff1f"},"content":{"rendered":"

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\"\u5728Serverless\u67b6\u6784\u4e2d\uff0cAPM\u7684\u4f5c\u7528\u548c\u6311\u6218\u662f\u4ec0\u4e48\uff1f\"<\/p>\n<\/p>\n

\u5f53\u4e91\u8ba1\u7b97\u8fc8\u5165Serverless\u65f6\u4ee3<\/strong>\uff0c\u5f00\u53d1\u8005\u7ec8\u4e8e\u4ece\u670d\u52a1\u5668\u7ef4\u62a4\u7684\u6ce5\u6f6d\u4e2d\u89e3\u8131\u2014\u2014\u4f46\u65b0\u7684\u56f0\u5883\u63a5\u8e35\u800c\u81f3\u3002\u67d0\u8de8\u56fd\u7535\u5546\u5e73\u53f0\u5728\u8fc1\u79fb\u81f3AWS Lambda\u540e\uff0c\u53d1\u73b0\u67d0\u4e2a\u5173\u952e\u652f\u4ed8\u51fd\u6570\u6bcf\u6708\u795e\u79d8\u5d29\u6e83\u4e09\u6b21\uff0c\u6bcf\u6b21\u635f\u5931\u8d85\u767e\u4e07\u7f8e\u5143\uff0c\u5374\u56e0\u5206\u5e03\u5f0f\u8ffd\u8e2a<\/a>\u76f2\u533a<\/strong>\u8017\u8d39\u4e24\u5468\u624d\u5b9a\u4f4d\u5230\u4ee3\u7801\u4e2d\u4e00\u884c\u8fc7\u671f\u7684API\u8c03\u7528\u3002\u8fd9\u4e2a\u771f\u5b9e\u6848\u4f8b\u63ed\u793a\u4e86Serverless\u67b6\u6784\u7684\u76d1\u63a7\u6096\u8bba<\/strong>\uff1a\u8d8a\u662f\u8ffd\u6c42”\u65e0\u670d\u52a1\u5668”\u7684\u4fbf\u6377\uff0c\u8d8a\u9700\u8981\u66f4\u7cbe\u5bc6\u7684\u6027\u80fd\u89c2\u6d4b\u5de5\u5177\u3002\u5728\u8fd9\u573a\u53ef\u89c1\u6027\u4e0e\u590d\u6742\u6027\u7684\u535a\u5f08<\/strong>\u4e2d\uff0cAPM\uff08Application Performance Management\uff09\u6b63\u5728\u7ecf\u5386\u524d\u6240\u672a\u6709\u7684\u8fdb\u5316\u3002<\/p>\n

\u4e00\u3001Serverless\u67b6\u6784\u91cd\u6784APM\u4ef7\u503c\u56fe\u8c31<\/h3>\n

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\u51b7\u542f\u52a8\u5ef6\u8fdf<\/strong>\u7684\u7cbe\u51c6\u6d4b\u91cf\u6210\u4e3a\u9996\u8981\u4efb\u52a1\u3002\u5f53\u67d0\u89c6\u9891\u5904\u7406\u5e73\u53f0\u53d1\u73b0\u7528\u6237\u4e0a\u4f20\u9ad8\u5cf0\u65f6\uff0c30%\u8bf7\u6c42\u56e0\u51b7\u542f\u52a8\u8d85\u65f6\u5931\u8d25\uff0c\u901a\u8fc7\u7aef\u5230\u7aef\u8ffd\u8e2a<\/strong>\u53d1\u73b0\u662f\u4f9d\u8d56\u5e93\u52a0\u8f7d\u7b56\u7565\u7f3a\u9677\u3002\u8c03\u6574\u9884\u70ed\u7b56\u7565\u540e\uff0c\u6545\u969c\u7387\u9aa4\u964d\u81f30.3%\u3002\u8fd9\u9a8c\u8bc1\u4e86APM\u5728Serverless\u73af\u5883\u7684\u6838\u5fc3\u4ef7\u503c\uff1a\u5c06\u4e0d\u53ef\u89c1\u7684\u51fd\u6570\u751f\u547d\u5468\u671f\u8f6c\u5316\u4e3a\u53ef\u91cf\u5316\u7684\u6027\u80fd\u56fe\u8c31<\/strong>\u3002<\/p>\n

\u5728AWS X-Ray\u7684\u6848\u4f8b\u4e2d\uff0c\u5f00\u53d1\u8005\u901a\u8fc7\u8de8\u51fd\u6570\u8ffd\u8e2a<\/strong>\u53d1\u73b0\uff0c\u539f\u672c\u8ba4\u4e3a\u8017\u65f6200ms\u7684\u56fe\u50cf\u5904\u7406\u6d41\u7a0b\uff0c\u5b9e\u9645\u6709170ms\u6d6a\u8d39\u5728\u591a\u4e2a\u51fd\u6570\u95f4\u7684\u5e8f\u5217\u5316\/\u53cd\u5e8f\u5217\u5316\u8fc7\u7a0b\u3002\u6539\u7528\u4e8c\u8fdb\u5236\u534f\u8bae\u540e\uff0c\u6574\u4f53\u6027\u80fd\u63d0\u534785%\u3002\u8fd9\u8bf4\u660eServerless\u65f6\u4ee3\u7684APM\u5fc5\u987b\u7a81\u7834\u5355\u51fd\u6570\u89c6\u89d2\uff0c\u5efa\u7acb\u5168\u94fe\u8def\u89c2\u6d4b\u6a21\u578b<\/strong>\u3002<\/p>\n

\u4e8c\u3001\u56db\u5927\u6280\u672f\u6311\u6218\u7a81\u7834\u8def\u5f84<\/h3>\n
    \n
  1. \n

    \u77ac\u65f6\u5b9e\u4f8b\u7684\u76d1\u63a7\u9ed1\u6d1e<\/strong>
    \n\u5f53\u817e\u8baf\u4e91\u51fd\u6570\u6bcf\u5929\u4ea7\u751f\u5343\u4e07\u7ea7\u4e34\u65f6\u5b9e\u4f8b\u65f6\uff0c\u4f20\u7edf\u57fa\u4e8eIP\u7684\u76d1\u63a7\u4f53\u7cfb\u5b8c\u5168\u5d29\u6e83\u3002\u963f\u91cc\u4e91\u5f00\u6e90\u7684\u4e8b\u4ef6\u6307\u7eb9\u6280\u672f<\/strong>\u901a\u8fc7\u54c8\u5e0c\u7b97\u6cd5\u751f\u6210\u552f\u4e00\u8ffd\u8e2aID\uff0c\u5373\u4fbf\u5b9e\u4f8b\u6d88\u4ea1\u4e5f\u80fd\u5b8c\u6574\u91cd\u5efa\u6267\u884c\u8def\u5f84\u3002\u8fd9\u79cd\u65b9\u6cd5\u4f7f\u5f97\u6545\u969c\u5b9a\u4f4d\u65f6\u95f4\u4ece\u5c0f\u65f6\u7ea7\u7f29\u77ed\u5230\u5206\u949f\u7ea7\u3002<\/p>\n<\/li>\n

  2. \n

    \u5206\u5e03\u5f0f\u8ffd\u8e2a<\/a>\u7684\u62fc\u56fe\u6e38\u620f<\/strong>
    \n\u67d0\u91d1\u878d\u79d1\u6280\u516c\u53f8\u4f7f\u7528Azure Functions\u6784\u5efa\u98ce\u63a7\u7cfb\u7edf\u65f6\uff0c\u53d1\u73b0\u5355\u4e2a\u7528\u6237\u8bf7\u6c42\u89e6\u53d1\u4e8617\u4e2a\u51fd\u6570\u94fe\u5f0f\u8c03\u7528\u3002\u901a\u8fc7    OpenTelemetry<\/a>\u6807\u51c6<\/strong>\u7684\u4f20\u64ad\u4e0a\u4e0b\u6587\uff0c\u6700\u7ec8\u5728\u7b2c\u4e09\u4e2a\u51fd\u6570\u7684\u6570\u636e\u5e93\u8fde\u63a5\u6c60\u914d\u7f6e\u4e2d\u53d1\u73b0\u74f6\u9888\u3002\u8fd9\u8981\u6c42APM\u5de5\u5177\u5fc5\u987b\u652f\u6301W3C Trace Context\u89c4\u8303<\/strong>\uff0c\u5b9e\u73b0\u8de8\u4e91\u5382\u5546\u7684\u65e0\u7f1d\u8ffd\u8e2a\u3002<\/p>\n<\/li>\n

  3. \n

    \u6210\u672c\u76d1\u63a7\u7684\u7cbe\u7ec6\u624b\u672f\u5200<\/strong>
    \nServerless\u6309\u9700\u8ba1\u8d39\u6a21\u5f0f\u8ba9\u67d0SaaS\u521d\u521b\u516c\u53f8\u6536\u5230\u610f\u5916\u8d26\u5355\uff1a\u4e00\u4e2a\u9012\u5f52\u8c03\u7528bug\u5bfc\u81f4\u51fd\u657024\u5c0f\u65f6\u5185\u6267\u884c\u4e86920\u4e07\u6b21\u3002\u65b0\u4e00\u4ee3APM\u5de5\u5177\u5f00\u59cb\u6574\u5408\u5b9e\u65f6\u6210\u672c\u5206\u6790\u5f15\u64ce<\/strong>\uff0c\u5728\u5f02\u5e38\u8c03\u7528\u6a21\u5f0f\u51fa\u73b0\u65f6\u7acb\u5373\u544a\u8b66\uff0c\u6210\u529f\u5c06\u6b64\u7c7b\u4e8b\u6545\u51cf\u5c1178%\u3002<\/p>\n<\/li>\n

  4. \n

    \u5b89\u5168\u76d1\u6d4b\u7684\u7ef4\u5ea6\u8dc3\u8fc1<\/strong>
    \n\u5f53\u653b\u51fb\u8005\u5229\u7528\u51fd\u6570\u4e34\u65f6\u5bb9\u5668\u53d1\u8d77\u4f9b\u5e94\u94fe\u653b\u51fb\u65f6\uff0c\u4f20\u7edf\u5b89\u5168\u5de5\u5177\u96be\u4ee5\u68c0\u6d4b\u77ac\u65f6\u5a01\u80c1\u3002DataDog\u6700\u65b0\u63a8\u51fa\u7684\u65e0\u670d\u52a1\u5668\u5b89\u5168\u6a21\u5757<\/strong>\uff0c\u901a\u8fc7\u5206\u6790\u51fd\u6570\u884c\u4e3a\u6a21\u5f0f\u5efa\u7acb\u57fa\u7ebf\uff0c\u6210\u529f\u62e6\u622a\u4e86\u67d0\u52a0\u5bc6\u8d27\u5e01\u5e73\u53f0\u906d\u9047\u7684\u96f6\u65e5\u653b\u51fb\uff0c\u8bc1\u660e\u5b89\u5168\u53ef\u89c2\u6d4b\u6027<\/strong>\u6b63\u5728\u6210\u4e3aAPM\u7684\u65b0\u6218\u573a\u3002<\/p>\n<\/li>\n<\/ol>\n

    \u4e09\u3001\u6280\u672f\u6f14\u8fdb\u7684\u4e09\u91cd\u8303\u5f0f\u53d8\u9769<\/h3>\n

    \u5728\u76d1\u63a7\u7c92\u5ea6\u5c42\u9762\uff0cNew Relic\u63a8\u51fa\u7684\u7eb3\u7c73\u7ea7\u5ea6\u91cf<\/strong>\u6280\u672f\u80fd\u6355\u6349\u5230\u6beb\u79d2\u7ea7\u7684CPU\u62a2\u5360\u4e8b\u4ef6\u3002\u67d0\u6e38\u620f\u516c\u53f8\u501f\u6b64\u53d1\u73b0\uff0c\u5f53\u51fd\u6570\u5e76\u53d1\u8d85\u8fc7500\u65f6\uff0cAWS Graviton\u5904\u7406\u5668\u7684\u4e0a\u4e0b\u6587\u5207\u6362\u5ef6\u8fdf\u6fc0\u589e\uff0c\u6539\u7528\u5355\u7ebf\u7a0b\u6a21\u5f0f\u540e\u5e27\u7387\u63d0\u534740%\u3002<\/p>\n

    \u53ef\u89c6\u5316\u5448\u73b0\u65b9\u5f0f\u4e5f\u5728\u53d1\u751f\u9769\u547d\u3002Google Cloud\u7684\u56db\u7ef4\u62d3\u6251\u56fe<\/strong>\u4e0d\u4ec5\u5c55\u793a\u51fd\u6570\u8c03\u7528\u5173\u7cfb\uff0c\u8fd8\u80fd\u52a8\u6001\u6e32\u67d3\u51b7\/\u70ed\u5b9e\u4f8b\u5206\u5e03\u3001\u5185\u5b58\u538b\u529b\u68af\u5ea6\u7b49\u53c2\u6570\u3002\u8fd0\u7ef4\u4eba\u5458\u901a\u8fc7\u989c\u8272\u53d8\u5316\u76f4\u89c2\u53d1\u73b0\u67d0\u7269\u8054\u7f51\u5e73\u53f0\u5b58\u5728”\u70ed\u70b9\u51fd\u6570”\uff0c\u7ecf\u4f18\u5316\u540e\u8d44\u6e90\u6d88\u8017\u964d\u4f4e65%\u3002<\/p>\n

    \u6700\u6839\u672c\u7684\u53d8\u9769\u6765\u81eaAI\u9a71\u52a8\u7684\u6839\u56e0\u5206\u6790<\/a><\/strong>\u3002\u5f53\u67d0\u7269\u6d41\u5e73\u53f0\u906d\u9047\u5468\u671f\u6027\u5ef6\u8fdf\u65f6\uff0cDynatrace\u7684\u56e0\u679c\u63a8\u65ad\u5f15\u64ce\u572815\u5206\u949f\u5185\u5b9a\u4f4d\u5230\u6c14\u8c61API\u54cd\u5e94\u5ef6\u8fdf\u4e0e\u7269\u6d41\u8def\u7531\u51fd\u6570\u8d85\u65f6\u7684\u9690\u6027\u5173\u8054\uff0c\u8fd9\u662f\u4eba\u5de5\u5206\u6790\u96be\u4ee5\u5bdf\u89c9\u7684\u8de8\u7cfb\u7edf\u4f9d\u8d56\u3002<\/p>\n

    \u56db\u3001\u672a\u6765\u6218\u573a\uff1a\u53ef\u89c2\u6d4b\u6027\u5373\u4ee3\u7801<\/h3>\n

    \u968f\u7740Serverless\u5e94\u7528\u590d\u6742\u5ea6\u6301\u7eed\u6500\u5347\uff0c\u9886\u5148\u4f01\u4e1a\u5f00\u59cb\u5b9e\u8df5\u76d1\u63a7\u5373\u4ee3\u7801<\/strong>\uff08Monitoring as Code\uff09\u3002Netflix\u5f00\u6e90\u7684Dispatch\u6846\u67b6\u5141\u8bb8\u5f00\u53d1\u8005\u7528YAML\u5b9a\u4e49\u76d1\u63a7\u7b56\u7565\uff0c\u5f53\u51fd\u6570\u90e8\u7f72\u65f6\u81ea\u52a8\u6ce8\u5165\u68c0\u6d4b\u63a2\u9488\u3002\u8fd9\u79cd\u65b9\u6cd5\u4f7f\u65b0\u670d\u52a1\u7684\u53ef\u89c2\u6d4b\u6027\u5efa\u8bbe\u65f6\u95f4\u4ece3\u5929\u538b\u7f29\u523020\u5206\u949f\u3002<\/p>\n

    \u66f4\u524d\u6cbf\u7684\u63a2\u7d22\u51fa\u73b0\u5728\u9884\u6d4b\u6027\u8fd0\u7ef4<\/strong>\u9886\u57df\u3002\u901a\u8fc7\u5206\u6790\u5386\u53f2\u76d1\u63a7\u6570\u636e\uff0c\u67d0\u4e9bAPM\u5e73\u53f0\u5df2\u80fd\u9884\u6d4b\u51fd\u6570\u7684\u5185\u5b58\u6cc4\u6f0f\u8d8b\u52bf\u3002\u67d0\u7535\u5546\u5e73\u53f0\u636e\u6b64\u63d0\u524d\u6269\u5bb9\uff0c\u907f\u514d\u4e86\u9ed1\u8272\u661f\u671f\u4e94\u671f\u95f4\u53ef\u80fd\u53d1\u751f\u7684\u670d\u52a1\u4e2d\u65ad\uff0c\u5c06\u6f5c\u5728\u635f\u5931\u964d\u4f4e\u4e86210\u4e07\u7f8e\u5143\u3002<\/p>\n

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