{"id":33343,"date":"2025-03-04T12:00:16","date_gmt":"2025-03-04T04:00:16","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=33343"},"modified":"2025-03-04T12:00:16","modified_gmt":"2025-03-04T04:00:16","slug":"%e4%ba%91%e5%8e%9f%e7%94%9fapm%e4%b8%8e%e4%bc%a0%e7%bb%9fapm%e7%9a%84%e4%b8%bb%e8%a6%81%e5%8c%ba%e5%88%ab%e6%98%af%e4%bb%80%e4%b9%88%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/33343.html","title":{"rendered":"\u4e91\u539f\u751fAPM\u4e0e\u4f20\u7edfAPM\u7684\u4e3b\u8981\u533a\u522b\u662f\u4ec0\u4e48\uff1f"},"content":{"rendered":"

\n

\"\u4e91\u539f\u751fAPM\u4e0e\u4f20\u7edfAPM\u7684\u4e3b\u8981\u533a\u522b\u662f\u4ec0\u4e48\uff1f\"<\/p>\n<\/p>\n

\n

\u5728\u6570\u5b57\u5316\u8f6c\u578b\u6d6a\u6f6e\u7684\u63a8\u52a8\u4e0b\uff0c\u4f01\u4e1a\u57fa\u7840\u8bbe\u65bd\u9010\u6e10\u4ece\u4f20\u7edf\u7269\u7406\u673a\u3001\u865a\u62df\u673a\u8f6c\u5411\u4ee5\u5bb9\u5668\u5316<\/strong>\u3001\u5fae\u670d\u52a1<\/strong>\u4e3a\u6838\u5fc3\u7684\u4e91\u539f\u751f\u67b6\u6784\u3002\u8fd9\u4e00\u53d8\u9769\u4e0d\u4ec5\u6539\u53d8\u4e86\u5e94\u7528\u7684\u6784\u5efa\u65b9\u5f0f\uff0c\u66f4\u5bf9\u6027\u80fd\u76d1\u63a7\u63d0\u51fa\u4e86\u5168\u65b0\u6311\u6218\u3002\u8fc7\u53bb\u7684\u5e94\u7528\u6027\u80fd\u7ba1\u7406<\/a>\uff08APM\uff09\u5de5\u5177\u5728\u76d1\u63a7\u5355\u4f53\u5e94\u7528\u65f6\u8868\u73b0\u51fa\u8272\uff0c\u4f46\u5f53\u9762\u5bf9\u52a8\u6001\u6269\u5c55\u7684Kubernetes\u96c6\u7fa4\u3001\u77ac\u65f6\u542f\u52a8\u7684Serverless\u51fd\u6570\u65f6\uff0c\u4f20\u7edf\u65b9\u6848\u5f80\u5f80\u529b\u4e0d\u4ece\u5fc3\u3002\u4e91\u539f\u751fAPM<\/strong>\u5e94\u8fd0\u800c\u751f\uff0c\u6210\u4e3a\u652f\u6491\u73b0\u4ee3\u5e94\u7528\u7a33\u5b9a\u6027\u7684\u5173\u952e\u57fa\u7840\u8bbe\u65bd\u2014\u2014\u4f46\u5b83\u7684\u8bbe\u8ba1\u7406\u5ff5\u548c\u6280\u672f\u5b9e\u73b0\uff0c\u4e0e\u4f20\u7edfAPM\u7a76\u7adf\u5b58\u5728\u54ea\u4e9b\u672c\u8d28\u5dee\u5f02\uff1f<\/p>\n

\n

\u4e00\u3001\u67b6\u6784\u8bbe\u8ba1\uff1a\u4ece\u201c\u4e2d\u5fc3\u5316\u201d\u5230\u201c\u5206\u5e03\u5f0f\u534f\u540c\u201d<\/h3>\n

\u4f20\u7edfAPM\u901a\u5e38\u91c7\u7528\u4e2d\u5fc3\u5316\u67b6\u6784<\/strong>\uff0c\u4f9d\u8d56\u90e8\u7f72\u5728\u670d\u52a1\u5668\u7aef\u7684\u4ee3\u7406\uff08Agent\uff09\u91c7\u96c6\u6570\u636e\uff0c\u518d\u96c6\u4e2d\u4f20\u8f93\u5230\u540e\u7aef\u5206\u6790\u5e73\u53f0\u3002\u8fd9\u79cd\u6a21\u5f0f\u5728\u865a\u62df\u673a\u6216\u7269\u7406\u673a\u73af\u5883\u4e2d\u5c1a\u53ef\u8fd0\u884c\uff0c\u4f46\u9762\u5bf9\u4e91\u539f\u751f\u73af\u5883\u4e0b\u9891\u7e41\u53d8\u52a8\u7684\u5b9e\u4f8b\uff08\u5982Pod\u7684\u81ea\u52a8\u6269\u7f29\u5bb9\uff09\uff0c\u4f1a\u51fa\u73b0\u6570\u636e\u91c7\u96c6\u65ad\u70b9\u3001\u8d44\u6e90\u5360\u7528\u8fc7\u9ad8\u7b49\u95ee\u9898\u3002<\/p>\n

\u4e91\u539f\u751fAPM<\/strong>\u5219\u91c7\u7528\u5206\u5e03\u5f0f\u8bbe\u8ba1<\/strong>\uff0c\u5176\u6570\u636e\u91c7\u96c6\u6a21\u5757\u88ab\u6df1\u5ea6\u5d4c\u5165\u5230\u5bb9\u5668\u955c\u50cf\u6216\u670d\u52a1\u7f51\u683c\uff08Service Mesh\uff09\u4e2d\u3002\u4f8b\u5982\uff0c\u901a\u8fc7Sidecar\u6a21\u5f0f\u90e8\u7f72\u7684\u8f7b\u91cf\u7ea7\u4ee3\u7406\uff0c\u80fd\u591f\u81ea\u52a8\u8ddf\u968f\u5fae\u670d\u52a1\u5b9e\u4f8b\u542f\u505c\uff0c\u5b9e\u73b0\u96f6\u63a5\u89e6\u5f0f\u76d1\u63a7<\/strong>\u3002\u67d0\u4e91\u670d\u52a1\u5382\u5546\u7684\u6d4b\u8bd5\u6570\u636e\u663e\u793a\uff0c\u5728\u540c\u6837\u5904\u7406\u6bcf\u79d210\u4e07\u8bf7\u6c42\u7684\u573a\u666f\u4e0b\uff0c\u4f20\u7edfAPM\u4ee3\u7406\u7684CPU\u5360\u7528\u7387\u9ad8\u8fbe15%\uff0c\u800c\u4e91\u539f\u751f\u65b9\u6848\u4ec5\u97003%\u3002<\/p>\n

\n

\u4e8c\u3001\u76d1\u63a7\u7c92\u5ea6\uff1a\u4ece\u201c\u5e94\u7528\u7ea7\u201d\u5230\u201c\u5168\u6808\u53ef\u89c2\u6d4b<\/a>\u6027\u201d<\/h3>\n

\u4f20\u7edfAPM\u7684\u76d1\u63a7\u7126\u70b9\u96c6\u4e2d\u5728\u5e94\u7528\u5c42\u6307\u6807<\/strong>\uff0c\u5982HTTP\u8bf7\u6c42\u8017\u65f6\u3001\u6570\u636e\u5e93\u8fde\u63a5\u6c60\u72b6\u6001\u7b49\u3002\u8fd9\u5728\u5355\u4f53\u67b6\u6784\u4e2d\u8db3\u591f\u6709\u6548\uff0c\u4f46\u65e0\u6cd5\u5e94\u5bf9\u4e91\u539f\u751f\u73af\u5883\u7684\u591a\u7ef4\u5ea6\u590d\u6742\u6027\uff1a\u5bb9\u5668\u8d44\u6e90\u4e89\u62a2\u3001\u670d\u52a1\u7f51\u683c\u6d41\u91cf\u8c03\u5ea6\u3001\u51fd\u6570\u8ba1\u7b97\u51b7\u542f\u52a8\u7b49\u573a\u666f\u90fd\u9700\u8981\u66f4\u7ec6\u7c92\u5ea6\u7684\u89c2\u6d4b\u3002<\/p>\n

\u4e91\u539f\u751fAPM<\/strong>\u901a\u8fc7\u4e09\u5927\u6838\u5fc3\u80fd\u529b\u91cd\u6784\u76d1\u63a7\u7ef4\u5ea6\uff1a<\/p>\n

    \n
  1. \u57fa\u7840\u8bbe\u65bd\u5c42\u76d1\u63a7<\/strong>\uff1a\u5b9e\u65f6\u8ffd\u8e2aCPU\/\u5185\u5b58\u7684cgroup\u9650\u5236\uff0c\u8bc6\u522b\u56e0\u5bb9\u5668\u914d\u989d\u4e0d\u8db3\u5bfc\u81f4\u7684\u6027\u80fd\u74f6\u9888\n<\/li>\n
  2. \u670d\u52a1\u4f9d\u8d56\u62d3\u6251<\/strong>\uff1a\u81ea\u52a8\u7ed8\u5236\u8de8\u547d\u540d\u7a7a\u95f4\u3001\u8de8\u96c6\u7fa4\u7684\u5fae\u670d\u52a1\u8c03\u7528\u56fe\u8c31\uff0c\u7cbe\u51c6\u5b9a\u4f4d\u6162\u8c03\u7528\u94fe\n<\/li>\n
  3. \u4e8b\u4ef6\u5173\u8054\u5206\u6790<\/strong>\uff1a\u5c06Kubernetes\u4e8b\u4ef6\uff08\u5982Pod\u9a71\u9010\uff09\u4e0e\u5e94\u7528\u6027\u80fd\u6ce2\u52a8\u5173\u8054\uff0c\u5efa\u7acb\u6839\u56e0\u5206\u6790<\/a><\/strong>\u7684\u5b8c\u6574\u8bc1\u636e\u94fe\n<\/li>\n<\/ol>\n

    \u5f53\u67d0\u4e2a\u670d\u52a1\u768499\u5206\u4f4d\u5ef6\u8fdf\u7a81\u7136\u98d9\u5347\u65f6\uff0c\u4e91\u539f\u751fAPM\u53ef\u4ee5\u7a7f\u900f\u5e95\u5c42\u5bb9\u5668\u3001\u4e2d\u95f4\u4ef6\u3001\u4ee3\u7801\u903b\u8f91\u7b49\u591a\u4e2a\u5c42\u7ea7\uff0c\u572830\u79d2\u5185\u5b9a\u4f4d\u5230\u662f\u67d0\u8282\u70b9\u7684\u78c1\u76d8IO\u8fbe\u5230\u5bbf\u4e3b\u673a\u9650\u5236\u6240\u81f4\uff0c\u800c\u4f20\u7edf\u5de5\u5177\u53ef\u80fd\u9700\u8981\u4eba\u5de5\u9010\u5c42\u6392\u67e5\u3002<\/p>\n

    \n

    \u4e09\u3001\u6269\u5c55\u80fd\u529b\uff1a\u4ece\u201c\u9759\u6001\u914d\u7f6e\u201d\u5230\u201c\u5f39\u6027\u81ea\u9002\u5e94\u201d<\/h3>\n

    \u4f20\u7edfAPM\u7684\u6269\u5c55\u6027\u53d7\u9650\u4e8e\u9884\u5b9a\u4e49\u7684\u76d1\u63a7\u7b56\u7565\u3002\u65b0\u589e\u4e00\u4e2a\u670d\u52a1\u8282\u70b9\u9700\u8981\u624b\u52a8\u90e8\u7f72\u4ee3\u7406\u3001\u914d\u7f6e\u91c7\u96c6\u89c4\u5219\uff0c\u8fd9\u5728\u6bcf\u5929\u53ef\u80fd\u4ea7\u751f\u6570\u767e\u6b21\u53d8\u52a8\u7684\u4e91\u539f\u751f\u73af\u5883\u4e2d\u5b8c\u5168\u4e0d\u5177\u53ef\u884c\u6027\u3002<\/p>\n

    \u4e91\u539f\u751fAPM<\/strong>\u901a\u8fc7\u4e09\u5927\u6280\u672f\u521b\u65b0\u5b9e\u73b0\u5f39\u6027\u6269\u5c55\uff1a<\/p>\n

      \n
    • \u81ea\u52a8\u670d\u52a1\u53d1\u73b0<\/strong>\uff1a\u4e0eKubernetes API Server\u96c6\u6210\uff0c\u5b9e\u65f6\u611f\u77e5Pod\u3001Service\u7b49\u8d44\u6e90\u53d8\u5316\n<\/li>\n
    • \u7b56\u7565\u52a8\u6001\u6ce8\u5165<\/strong>\uff1a\u901a\u8fc7CRD\uff08Custom Resource Definition\uff09\u5b9a\u4e49\u91c7\u96c6\u89c4\u5219\uff0c\u53d8\u66f4\u5373\u65f6\u751f\u6548\u65e0\u9700\u91cd\u542f\n<\/li>\n
    • \u667a\u80fd\u91c7\u6837\u673a\u5236<\/strong>\uff1a\u6839\u636e\u6d41\u91cf\u5cf0\u8c37\u503c\u52a8\u6001\u8c03\u6574\u6570\u636e\u91c7\u6837\u7387\uff0c\u5728\u4fdd\u8bc1\u5173\u952e\u94fe\u8def\u5b8c\u6574\u6027\u7684\u524d\u63d0\u4e0b\u964d\u4f4e\u5b58\u50a8\u6210\u672c\n<\/li>\n<\/ul>\n

      \u67d0\u7535\u5546\u5e73\u53f0\u7684\u5b9e\u8df5\u8868\u660e\uff0c\u5728618\u5927\u4fc3\u671f\u95f4\uff0c\u5176\u4e91\u539f\u751fAPM\u7cfb\u7edf\u81ea\u52a8\u5c06\u91c7\u6837\u7387\u4ece100%\u4e0b\u8c03\u81f320%\uff0c\u4f7f\u6574\u4f53\u76d1\u63a7\u6570\u636e\u5b58\u50a8\u91cf\u51cf\u5c1165%\uff0c\u540c\u65f6\u6838\u5fc3\u4e1a\u52a1\u6307\u6807\u8986\u76d6\u7387\u4ecd\u4fdd\u630195%\u4ee5\u4e0a\u3002<\/p>\n

      \n

      \u56db\u3001\u6280\u672f\u6808\u652f\u6301\uff1a\u4ece\u201c\u6709\u9650\u517c\u5bb9\u201d\u5230\u201c\u751f\u6001\u878d\u5408\u201d<\/h3>\n

      \u4f20\u7edfAPM\u5bf9\u65b0\u5174\u6280\u672f\u6808\u7684\u652f\u6301\u5f80\u5f80\u5b58\u5728\u6ede\u540e\u6027\u3002\u4f8b\u5982\uff0c\u5f53\u4f01\u4e1a\u5f15\u5165Service Mesh\u67b6\u6784\u65f6\uff0c\u4f20\u7edf\u5de5\u5177\u96be\u4ee5\u6355\u83b7\u901a\u8fc7Sidecar\u4ee3\u7406\u8f6c\u53d1\u7684\u6d41\u91cf\u6570\u636e\uff0c\u5bfc\u81f4\u76d1\u63a7\u76f2\u533a\u3002<\/p>\n

      \u4e91\u539f\u751fAPM<\/strong>\u901a\u8fc7\u6df1\u5ea6\u96c6\u6210\u4e91\u539f\u751f\u6280\u672f\u751f\u6001\u5b9e\u73b0\u65e0\u7f1d\u517c\u5bb9\uff1a<\/p>\n

        \n
      • \u670d\u52a1\u7f51\u683c<\/strong>\uff1a\u76f4\u63a5\u89e3\u6790Istio\u3001Linkerd\u7684\u63a7\u5236\u5e73\u9762\u6570\u636e\uff0c\u53ef\u89c6\u5316\u5c55\u793a\u6d41\u91cf\u62c6\u5206\u3001\u7194\u65ad\u7b56\u7565\u6548\u679c\n<\/li>\n
      • Serverless\u5e73\u53f0<\/strong>\uff1a\u6355\u6349\u51fd\u6570\u51b7\u542f\u52a8\u65f6\u95f4\u3001\u5b9e\u4f8b\u590d\u7528\u7387\u7b49\u7279\u6709\u6307\u6807\uff0c\u4f18\u5316\u8d44\u6e90\u8c03\u914d\u7b56\u7565\n<\/li>\n
      • \u4e91\u6570\u636e\u5e93<\/strong>\uff1a\u5173\u8054\u5206\u6790\u5e94\u7528SQL\u6267\u884c\u8ba1\u5212\u4e0e\u4e91\u6570\u636e\u5e93\u7684\u5f39\u6027\u6269\u7f29\u5bb9\u64cd\u4f5c\uff0c\u907f\u514d\u67e5\u8be2\u6027\u80fd\u9000\u5316\n<\/li>\n<\/ul>\n

        Gartner\u62a5\u544a\u6307\u51fa\uff0c\u91c7\u7528\u4e91\u539f\u751fAPM\u7684\u4f01\u4e1a\u5728\u6df7\u5408\u4e91\u73af\u5883\u4e2d\u7684\u6545\u969c\u5e73\u5747\u4fee\u590d\u65f6\u95f4\uff08MTTR\uff09\u7f29\u77ed\u4e8641%\uff0c\u4e3b\u8981\u5f97\u76ca\u4e8e\u5de5\u5177\u94fe\u4e0e\u57fa\u7840\u8bbe\u65bd\u7684\u6df1\u5ea6\u534f\u540c\u3002<\/p>\n

        \n

        \u4e94\u3001\u90e8\u7f72\u4e0e\u7ef4\u62a4\uff1a\u4ece\u201c\u91cd\u8fd0\u7ef4\u201d\u5230\u201c\u96f6\u8fd0\u7ef4\u201d<\/h3>\n

        \u4f20\u7edfAPM\u7684\u5b9e\u65bd\u5f80\u5f80\u9700\u8981\u6570\u5468\u7684\u90e8\u7f72\u5468\u671f\uff0c\u5305\u62ec\u670d\u52a1\u5668\u8d44\u6e90\u7533\u8bf7\u3001\u4ee3\u7406\u7248\u672c\u517c\u5bb9\u6027\u6d4b\u8bd5\u3001\u9632\u706b\u5899\u7b56\u7565\u914d\u7f6e\u7b49\u3002\u7248\u672c\u5347\u7ea7\u65f6\u66f4\u53ef\u80fd\u5f15\u53d1\u76d1\u63a7\u4e2d\u65ad\uff0c\u589e\u52a0\u8fd0\u7ef4\u8d1f\u62c5\u3002<\/p>\n

        \u4e91\u539f\u751fAPM<\/strong>\u501f\u52a9\u4e91\u539f\u751f\u4f53\u7cfb\u7684\u6838\u5fc3\u7279\u6027\u5b9e\u73b0\u81ea\u52a8\u5316\u8fd0\u7ef4<\/strong>\uff1a<\/p>\n

          \n
        • \u58f0\u660e\u5f0f\u914d\u7f6e<\/strong>\uff1a\u901a\u8fc7Helm Chart\u6216Operator\u5b9a\u4e49\u76d1\u63a7\u5957\u4ef6\uff0c\u4e00\u952e\u90e8\u7f72\u5230\u591a\u4e2a\u96c6\u7fa4\n<\/li>\n
        • \u81ea\u6108\u673a\u5236<\/strong>\uff1a\u5f53\u91c7\u96c6\u5668\u53d1\u751f\u6545\u969c\u65f6\uff0c\u81ea\u52a8\u89e6\u53d1\u526f\u672c\u91cd\u5efa\u6d41\u7a0b\uff0c\u4fdd\u969c\u6570\u636e\u8fde\u7eed\u6027\n<\/li>\n
        • \u7248\u672c\u6eda\u52a8\u66f4\u65b0<\/strong>\uff1a\u7ed3\u5408Kubernetes\u7684Deployment\u7b56\u7565\uff0c\u5b9e\u73b0\u65e0\u611f\u5347\u7ea7\n<\/li>\n<\/ul>\n

          \u67d0\u91d1\u878d\u673a\u6784\u7684\u8fd0\u7ef4\u56e2\u961f\u53cd\u9988\uff0c\u5176\u4e91\u539f\u751fAPM\u7cfb\u7edf\u7684\u65e5\u5e38\u7ef4\u62a4\u8017\u65f6\u4ece\u6bcf\u670840\u4eba\u65f6\u4e0b\u964d\u81f3\u4e0d\u8db32\u4eba\u65f6\uff0c\u4e14\u76d1\u63a7\u8986\u76d6\u7387\u4ece78%\u63d0\u5347\u81f399.6%\u3002<\/p>\n

          \n

          \u516d\u3001\u9762\u5411\u672a\u6765\u7684\u76d1\u63a7\u8303\u5f0f\u8f6c\u53d8<\/h3>\n

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