{"id":36476,"date":"2025-04-11T14:22:00","date_gmt":"2025-04-11T06:22:00","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=36476"},"modified":"2025-04-11T14:22:00","modified_gmt":"2025-04-11T06:22:00","slug":"%e4%ba%91%e5%8e%9f%e7%94%9fapm%e5%9c%a8%e5%be%ae%e6%9c%8d%e5%8a%a1%e6%9e%b6%e6%9e%84%e4%b8%ad%e7%9a%84%e4%bd%9c%e7%94%a8%e6%98%af%e4%bb%80%e4%b9%88%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/36476.html","title":{"rendered":"\u4e91\u539f\u751fAPM\u5728\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\u7684\u4f5c\u7528\u662f\u4ec0\u4e48\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/04\/u0uft.jpg\" alt=\"\u4e91\u539f\u751fAPM\u5728\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\u7684\u4f5c\u7528\u662f\u4ec0\u4e48\uff1f\" ><\/p>\n<\/p>\n<p><strong>\u524d\u8a00<\/strong><br \/>\n\u5728\u6570\u5b57\u5316\u8f6c\u578b\u7684\u6d6a\u6f6e\u4e2d\uff0c\u5fae\u670d\u52a1\u67b6\u6784\u5df2\u6210\u4e3a\u4f01\u4e1a\u6784\u5efa\u654f\u6377\u3001\u53ef\u6269\u5c55\u5e94\u7528\u7684\u9996\u9009\u65b9\u6848\u3002\u7136\u800c\uff0c\u968f\u7740\u670d\u52a1\u6570\u91cf\u7684\u6307\u6570\u7ea7\u589e\u957f\uff0c\u7cfb\u7edf\u7684\u590d\u6742\u6027\u4e5f\u5448\u51e0\u4f55\u500d\u6570\u6500\u5347\uff1a\u670d\u52a1\u95f4\u7684\u8c03\u7528\u94fe\u8def\u9519\u7efc\u590d\u6742\uff0c\u6027\u80fd\u74f6\u9888\u96be\u4ee5\u5b9a\u4f4d\uff0c\u6545\u969c\u6392\u67e5\u5982\u540c\u5927\u6d77\u635e\u9488\u2026\u2026\u8fd9\u4e9b\u95ee\u9898\u4e0d\u4ec5\u5a01\u80c1\u4e1a\u52a1\u7a33\u5b9a\u6027\uff0c\u8fd8\u53ef\u80fd\u76f4\u63a5\u5f71\u54cd\u7528\u6237\u4f53\u9a8c\u548c\u5546\u4e1a\u4ef7\u503c\u3002\u5728\u8fd9\u6837\u7684\u80cc\u666f\u4e0b\uff0c<strong>\u4e91\u539f\u751fAPM\uff08\u5e94\u7528\u6027\u80fd\u7ba1\u7406\uff09<\/strong>\u4f5c\u4e3a\u5fae\u670d\u52a1\u67b6\u6784\u7684\u201c\u667a\u80fd\u5bfc\u822a\u7cfb\u7edf\u201d\uff0c\u6b63\u5728\u6210\u4e3a\u4f01\u4e1a\u6280\u672f\u6808\u4e2d\u4e0d\u53ef\u6216\u7f3a\u7684\u4e00\u73af\u3002\u5b83\u5982\u4f55\u7a7f\u900f\u5206\u5e03\u5f0f\u7cfb\u7edf\u7684\u8ff7\u96fe\uff0c\u4e3a\u5f00\u53d1\u8005\u4e0e\u8fd0\u7ef4\u56e2\u961f\u63d0\u4f9b\u6e05\u6670\u7684\u6d1e\u5bdf\uff1f\u672c\u6587\u5c06\u6df1\u5165\u5256\u6790\u5176\u6838\u5fc3\u4ef7\u503c\u4e0e\u5b9e\u73b0\u8def\u5f84\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-\u5fae\u670d\u52a1\u67b6\u6784\u7684\u6311\u6218-\u4ece-\u9ad8\u6548-\u5230-\u590d\u6742-\u7684\u6096\u8bba\">\u4e00\u3001<strong>\u5fae\u670d\u52a1\u67b6\u6784\u7684\u6311\u6218\uff1a\u4ece\u201c\u9ad8\u6548\u201d\u5230\u201c\u590d\u6742\u201d\u7684\u6096\u8bba<\/strong><\/h3>\n<p>\u5fae\u670d\u52a1\u901a\u8fc7\u89e3\u8026\u5355\u4f53\u5e94\u7528\u4e3a\u72ec\u7acb\u81ea\u6cbb\u7684\u670d\u52a1\u5355\u5143\uff0c\u8d4b\u4e88\u4f01\u4e1a\u5feb\u901f\u8fed\u4ee3\u3001\u5f39\u6027\u6269\u5c55\u7684\u80fd\u529b\u3002\u4f46\u786c\u5e01\u7684\u53e6\u4e00\u9762\u662f\uff0c\u5206\u5e03\u5f0f\u67b6\u6784\u5929\u7136\u5f15\u5165\u4e86\u4ee5\u4e0b\u96be\u9898\uff1a<\/p>\n<ol>\n<li><strong>\u94fe\u8def\u8ffd\u8e2a\u76f2\u533a<\/strong>\uff1a\u4e00\u6b21\u7528\u6237\u8bf7\u6c42\u53ef\u80fd\u8de8\u8d8a\u6570\u5341\u4e2a\u670d\u52a1\u8282\u70b9\uff0c\u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u96be\u4ee5\u6355\u6349\u5b8c\u6574\u7684\u8c03\u7528\u8def\u5f84\uff1b\n<\/li>\n<li><strong>\u6027\u80fd\u74f6\u9888\u9690\u853d\u5316<\/strong>\uff1a\u5355\u4e2a\u670d\u52a1\u7684\u5ef6\u8fdf\u53ef\u80fd\u5f15\u53d1\u8fde\u9501\u53cd\u5e94\uff0c\u4f46\u6839\u6e90\u95ee\u9898\u5f80\u5f80\u9690\u85cf\u5728\u8de8\u670d\u52a1\u7684\u4ea4\u4e92\u4e2d\uff1b\n<\/li>\n<li><strong>\u6545\u969c\u5b9a\u4f4d\u4f4e\u6548<\/strong>\uff1a\u65e5\u5fd7\u5206\u6563\u5728\u4e0d\u540c\u5bb9\u5668\u6216\u8282\u70b9\u4e2d\uff0c\u4eba\u5de5\u6392\u67e5\u8017\u65f6\u8d39\u529b\uff1b\n<\/li>\n<li><strong>\u8d44\u6e90\u5229\u7528\u7387\u5931\u8861<\/strong>\uff1a\u52a8\u6001\u6269\u5bb9\u7684\u5fae\u670d\u52a1\u53ef\u80fd\u5bfc\u81f4\u8d44\u6e90\u6d6a\u8d39\u6216\u7ade\u4e89\uff0c\u5f71\u54cd\u6210\u672c\u4e0e\u7a33\u5b9a\u6027\u3002\n<\/li>\n<\/ol>\n<p>\u8fd9\u4e9b\u95ee\u9898\u82e5\u65e0\u6cd5\u89e3\u51b3\uff0c\u5fae\u670d\u52a1\u7684\u201c\u654f\u6377\u201d\u4f18\u52bf\u5c06\u88ab\u8fd0\u7ef4\u6210\u672c\u541e\u566c\u3002\u800c<strong>\u4e91\u539f\u751fAPM<\/strong>\u6b63\u662f\u4e3a\u89e3\u51b3\u8fd9\u4e00\u6096\u8bba\u800c\u751f\u3002<\/p>\n<hr>\n<h3 id=\"\u4e8c-\u4e91\u539f\u751fapm\u7684\u6838\u5fc3\u80fd\u529b-\u7a7f\u900f\u5206\u5e03\u5f0f\u7cfb\u7edf\u7684-x\u5149\">\u4e8c\u3001<strong>\u4e91\u539f\u751fAPM\u7684\u6838\u5fc3\u80fd\u529b\uff1a\u7a7f\u900f\u5206\u5e03\u5f0f\u7cfb\u7edf\u7684\u201cX\u5149\u201d<\/strong><\/h3>\n<p>\u4e0e\u4f20\u7edf\u7684APM\u5de5\u5177\u76f8\u6bd4\uff0c\u4e91\u539f\u751fAPM\u5728\u8bbe\u8ba1\u4e0a\u6df1\u5ea6\u878d\u5408\u4e86\u5bb9\u5668\u5316\u3001Kubernetes\u3001Service Mesh\u7b49\u4e91\u539f\u751f\u6280\u672f\uff0c\u5177\u5907\u4e09\u5927\u5dee\u5f02\u5316\u80fd\u529b\uff1a<\/p>\n<ol>\n<li><strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5168\u6808\u53ef\u89c2\u6d4b<\/a>\u6027<\/strong>\n<\/li>\n<\/ol>\n<ul>\n<li><strong>\u5206\u5e03\u5f0f\u94fe\u8def\u8ffd\u8e2a<\/strong>\uff1a\u901a\u8fc7\u81ea\u52a8\u6ce8\u5165Trace ID\uff0c<strong>\u5b9e\u65f6\u7ed8\u5236\u8de8\u670d\u52a1\u7684\u8c03\u7528\u62d3\u6251\u56fe<\/strong>\uff0c\u7cbe\u786e\u8fd8\u539f\u8bf7\u6c42\u8def\u5f84\uff0c\u751a\u81f3\u8bc6\u522b\u5faa\u73af\u8c03\u7528\u6216\u5f02\u5e38\u4f9d\u8d56\uff1b\n<\/li>\n<li><strong>\u591a\u7ef4\u6307\u6807\u76d1\u63a7<\/strong>\uff1a\u6574\u5408\u57fa\u7840\u8bbe\u65bd\uff08CPU\u3001\u5185\u5b58\uff09\u3001\u4e2d\u95f4\u4ef6\uff08\u6570\u636e\u5e93\u3001\u6d88\u606f\u961f\u5217\uff09\u3001\u4e1a\u52a1\u903b\u8f91\uff08HTTP\u8bf7\u6c42\u9519\u8bef\u7387\uff09\u7b49\u591a\u5c42\u6570\u636e\uff0c\u6784\u5efa\u7edf\u4e00\u7684\u76d1\u63a7\u89c6\u56fe\uff1b\n<\/li>\n<li><strong>\u65e5\u5fd7\u5173\u8054\u5206\u6790<\/strong>\uff1a\u5c06\u65e5\u5fd7\u3001\u6307\u6807\u3001\u94fe\u8def\u6570\u636e\u81ea\u52a8\u5173\u8054\uff0c\u5b9e\u73b0\u201c\u4e00\u952e\u5b9a\u4f4d\u95ee\u9898\u6839\u6e90\u201d\u3002\n<\/li>\n<\/ul>\n<ol>\n<li><strong>\u667a\u80fd\u5206\u6790\u4e0e\u9884\u6d4b<\/strong><br \/>\n\u501f\u52a9\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff0c\u4e91\u539f\u751fAPM\u80fd\u591f\uff1a\n<\/li>\n<\/ol>\n<ul>\n<li><strong>\u81ea\u52a8\u57fa\u7ebf\u544a\u8b66<\/strong>\uff1a\u6839\u636e\u5386\u53f2\u6570\u636e\u52a8\u6001\u8bbe\u5b9a\u9608\u503c\uff0c\u51cf\u5c11\u8bef\u62a5\uff1b\n<\/li>\n<li><strong>\u5f02\u5e38\u68c0\u6d4b<\/strong>\uff1a\u8bc6\u522b\u7a81\u53d1\u7684\u6d41\u91cf\u6d2a\u5cf0\u6216\u6027\u80fd\u52a3\u5316\u8d8b\u52bf\uff0c\u63d0\u524d\u9884\u8b66\uff1b\n<\/li>\n<li><strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a>\uff08RCA\uff09<\/strong>\uff1a\u901a\u8fc7\u56e0\u679c\u63a8\u7406\u6a21\u578b\uff0c\u5feb\u901f\u9501\u5b9a\u6545\u969c\u6e90\u5934\uff0c\u7f29\u77edMTTR\uff08\u5e73\u5747\u4fee\u590d\u65f6\u95f4\uff09\u3002\n<\/li>\n<\/ul>\n<ol>\n<li><strong>\u65e0\u7f1d\u9002\u914d\u52a8\u6001\u73af\u5883<\/strong><br 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id=\"2-\u4f18\u5316\u7528\u6237\u4f53\u9a8c-\u7cbe\u51c6\u6355\u6349-\u6700\u540e\u4e00\u516c\u91cc-\u95ee\u9898\">2. 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<strong>\u8d4b\u80fdDevOps\u534f\u4f5c\uff1a\u6253\u7834\u6570\u636e\u5b64\u5c9b<\/strong><\/h4>\n<ul>\n<li><strong>\u573a\u666f\u793a\u4f8b<\/strong>\uff1a\u5f00\u53d1\u4e0e\u8fd0\u7ef4\u56e2\u961f\u56e0\u201c\u6027\u80fd\u95ee\u9898\u8d23\u4efb\u5f52\u5c5e\u201d\u4e89\u6267\u4e0d\u4e0b\u3002APM\u7684<strong>\u7edf\u4e00\u6570\u636e\u770b\u677f<\/strong>\u663e\u793a\uff0c\u95ee\u9898\u6e90\u4e8e\u6d4b\u8bd5\u73af\u5883\u4e0e\u751f\u4ea7\u73af\u5883\u7684\u914d\u7f6e\u5dee\u5f02\uff0c\u53cc\u65b9\u534f\u540c\u4fee\u6b63\u540e\u4ea4\u4ed8\u6548\u7387\u63d0\u534750%\u3002\n<\/li>\n<li><strong>\u4ef7\u503c\u63d0\u70bc<\/strong>\uff1aAPM\u6210\u4e3a\u8de8\u56e2\u961f\u534f\u4f5c\u7684\u201c\u4e8b\u5b9e\u6e90\u201d\uff0c\u51cf\u5c11\u6c9f\u901a\u6210\u672c\u3002\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u56db-\u9009\u62e9\u4e91\u539f\u751fapm\u7684\u5173\u952e\u8003\u91cf\">\u56db\u3001<strong>\u9009\u62e9\u4e91\u539f\u751fAPM\u7684\u5173\u952e\u8003\u91cf<\/strong><\/h3>\n<p>\u9762\u5bf9\u5e02\u573a\u4e0a\u4f17\u591a\u7684APM\u5de5\u5177\uff08\u5982Datadog\u3001New Relic\u3001<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">SkyWalking<\/a>\uff09\uff0c\u4f01\u4e1a\u9700\u7ed3\u5408\u81ea\u8eab\u6280\u672f\u6808\u4e0e\u4e1a\u52a1\u9700\u6c42\u8bc4\u4f30\uff1a<\/p>\n<ol>\n<li><strong>\u517c\u5bb9\u6027<\/strong>\uff1a\u662f\u5426\u652f\u6301Service 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