{"id":37305,"date":"2025-04-18T11:11:14","date_gmt":"2025-04-18T03:11:14","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=37305"},"modified":"2025-04-18T11:11:14","modified_gmt":"2025-04-18T03:11:14","slug":"%e5%a6%82%e4%bd%95%e5%88%a9%e7%94%a8%e4%ba%91%e5%8e%9f%e7%94%9fapm%e8%bf%9b%e8%a1%8c%e5%ba%94%e7%94%a8%e7%9a%84%e7%94%a8%e6%88%b7%e4%bd%93%e9%aa%8c%e7%9b%91%e6%8e%a7%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/37305.html","title":{"rendered":"\u5982\u4f55\u5229\u7528\u4e91\u539f\u751fAPM\u8fdb\u884c\u5e94\u7528\u7684\u7528\u6237\u4f53\u9a8c\u76d1\u63a7\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/04\/LBY40Rq.jpg\" alt=\"\u5982\u4f55\u5229\u7528\u4e91\u539f\u751fAPM\u8fdb\u884c\u5e94\u7528\u7684\u7528\u6237\u4f53\u9a8c\u76d1\u63a7\uff1f\" ><\/p>\n<\/p>\n<p><strong>\u524d\u8a00<\/strong><br 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style=\"color:blue\">\u5e94\u7528\u6027\u80fd\u7ba1\u7406<\/a>\uff09<\/strong>\u51ed\u501f\u5176\u6df1\u5ea6\u53ef\u89c2\u6d4b\u6027\u548c\u667a\u80fd\u5206\u6790\u80fd\u529b\uff0c\u6210\u4e3a\u7834\u89e3\u7528\u6237\u4f53\u9a8c\u76d1\u63a7\u96be\u9898\u7684\u5173\u952e\u94a5\u5319\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8\u5982\u4f55\u901a\u8fc7\u4e91\u539f\u751fAPM\u6280\u672f\uff0c\u5b9e\u73b0\u4ece\u4ee3\u7801\u5230\u7528\u6237\u7684\u7aef\u5230\u7aef\u4f53\u9a8c\u4f18\u5316\uff0c\u4e3a\u4f01\u4e1a\u7684\u6570\u5b57\u5316\u8f6c\u578b\u63d0\u4f9b\u5207\u5b9e\u53ef\u884c\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-\u7528\u6237\u4f53\u9a8c\u76d1\u63a7\u7684\u6311\u6218\u4e0e\u4e91\u539f\u751fapm\u7684\u4ef7\u503c\"><strong>\u4e00\u3001\u7528\u6237\u4f53\u9a8c\u76d1\u63a7\u7684\u6311\u6218\u4e0e\u4e91\u539f\u751fAPM\u7684\u4ef7\u503c<\/strong><\/h3>\n<p>\u5728\u4e91\u539f\u751f\u73af\u5883\u4e0b\uff0c\u5e94\u7528\u7684\u67b6\u6784\u590d\u6742\u5ea6\u5448\u6307\u6570\u7ea7\u589e\u957f\u3002<strong>\u5fae\u670d\u52a1\u62c6\u5206<\/strong>\u3001<strong>\u5206\u5e03\u5f0f\u90e8\u7f72<\/strong>\u4ee5\u53ca<strong>\u5f39\u6027\u4f38\u7f29<\/strong>\u7b49\u7279\u6027\uff0c\u4f7f\u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u96be\u4ee5\u8ffd\u8e2a\u8de8\u670d\u52a1\u7684\u8bf7\u6c42\u94fe\u8def\uff0c\u66f4\u65e0\u6cd5\u7cbe\u51c6\u5b9a\u4f4d\u5f71\u54cd\u7528\u6237\u4f53\u9a8c\u7684\u6839\u56e0\u3002\u4f8b\u5982\uff0c\u4e00\u6b21\u7528\u6237\u4e0b\u5355\u64cd\u4f5c\u53ef\u80fd\u6d89\u53ca\u6570\u5341\u4e2a\u5fae\u670d\u52a1\u7684\u8c03\u7528\uff0c\u82e5\u67d0\u4e2a\u73af\u8282\u51fa\u73b0\u6027\u80fd\u74f6\u9888\uff0c\u4ec5\u9760\u670d\u52a1\u5668CPU\u6216\u5185\u5b58\u6307\u6807\u7684\u76d1\u63a7\uff0c\u5f88\u96be\u5feb\u901f\u5173\u8054\u5230\u5177\u4f53\u4e1a\u52a1\u573a\u666f\u3002<\/p>\n<p><strong>\u4e91\u539f\u751fAPM\u7684\u6838\u5fc3\u4f18\u52bf\u5728\u4e8e\u201c\u5168\u94fe\u8def\u8ffd\u8e2a\u201d\u4e0e\u201c\u4e0a\u4e0b\u6587\u5173\u8054\u201d<\/strong>\u3002\u901a\u8fc7\u6ce8\u5165<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5206\u5e03\u5f0f\u8ffd\u8e2a<\/a>\u6280\u672f\uff08\u5982OpenTelemetry\uff09\uff0cAPM\u80fd\u591f\u5b8c\u6574\u8bb0\u5f55\u7528\u6237\u8bf7\u6c42\u5728\u5fae\u670d\u52a1\u95f4\u7684\u6d41\u8f6c\u8def\u5f84\uff0c\u5e76\u7ed3\u5408\u4e1a\u52a1\u65e5\u5fd7\u3001\u57fa\u7840\u8bbe\u65bd\u6307\u6807\u53ca\u7528\u6237\u4f53\u9a8c\u6570\u636e\uff08\u5982\u9875\u9762\u52a0\u8f7d\u65f6\u95f4\u3001API\u54cd\u5e94\u5ef6\u8fdf\uff09\uff0c\u6784\u5efa\u591a\u7ef4\u5ea6\u7684\u5206\u6790\u6a21\u578b\u3002\u8fd9\u79cd\u80fd\u529b\u4f7f\u4f01\u4e1a\u4e0d\u4ec5\u80fd\u53d1\u73b0\u201c\u7cfb\u7edf\u54ea\u91cc\u51fa\u4e86\u95ee\u9898\u201d\uff0c\u8fd8\u80fd\u660e\u786e\u201c\u95ee\u9898\u5982\u4f55\u5f71\u54cd\u7528\u6237\u4f53\u9a8c\u201d\uff0c\u4ece\u800c\u4f18\u5316\u8d44\u6e90\u5206\u914d\u4e0e\u6545\u969c\u54cd\u5e94\u7b56\u7565\u3002<\/p>\n<hr>\n<h3 id=\"\u4e8c-\u4e91\u539f\u751fapm\u5b9e\u73b0\u7528\u6237\u4f53\u9a8c\u76d1\u63a7\u7684\u56db\u5927\u6838\u5fc3\u80fd\u529b\"><strong>\u4e8c\u3001\u4e91\u539f\u751fAPM\u5b9e\u73b0\u7528\u6237\u4f53\u9a8c\u76d1\u63a7\u7684\u56db\u5927\u6838\u5fc3\u80fd\u529b<\/strong><\/h3>\n<h4 id=\"1-\u7aef\u5230\u7aef\u4e8b\u52a1\u8ffd\u8e2a-\u4ece\u7528\u6237\u7aef\u5230\u6570\u636e\u5e93\u7684\u5168\u666f\u89c6\u89d2\"><strong>1. \u7aef\u5230\u7aef\u4e8b\u52a1\u8ffd\u8e2a\uff1a\u4ece\u7528\u6237\u7aef\u5230\u6570\u636e\u5e93\u7684\u5168\u666f\u89c6\u89d2<\/strong><\/h4>\n<p>\u4e91\u539f\u751fAPM\u901a\u8fc7<strong>\u4ee3\u7801\u81ea\u52a8\u63d2\u6869<\/strong>\u6216<strong>SDK\u96c6\u6210<\/strong>\uff0c\u53ef\u6355\u83b7\u524d\u7aef\u6d4f\u89c8\u5668\u3001\u79fb\u52a8\u7aef\u8bbe\u5907\u3001API\u7f51\u5173\u53ca\u540e\u7aef\u670d\u52a1\u7684\u5b8c\u6574\u4ea4\u4e92\u6570\u636e\u3002\u4f8b\u5982\uff0c\u5f53\u7528\u6237\u70b9\u51fbAPP\u4e2d\u7684\u652f\u4ed8\u6309\u94ae\u65f6\uff0cAPM\u4f1a\u8bb0\u5f55\u6309\u94ae\u54cd\u5e94\u65f6\u95f4\u3001API\u8c03\u7528\u5ef6\u8fdf\u3001\u652f\u4ed8\u7f51\u5173\u5904\u7406\u65f6\u957f\u4e43\u81f3\u6570\u636e\u5e93\u4e8b\u52a1\u9501\u7ade\u4e89\u60c5\u51b5\u3002\u8fd9\u79cd\u7aef\u5230\u7aef\u7684\u53ef\u89c1\u6027\uff0c\u5e2e\u52a9\u4f01\u4e1a\u5feb\u901f\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u7a76\u7adf\u662f\u6e90\u4e8e\u524d\u7aef\u4ee3\u7801\u5197\u4f59\u3001\u7f51\u7edc\u5ef6\u8fdf\uff0c\u8fd8\u662f\u540e\u7aef\u670d\u52a1\u7ebf\u7a0b\u963b\u585e\u3002<\/p>\n<h4 id=\"2-\u7528\u6237\u4f53\u9a8c\u6307\u6807-ux-metrics-\u7684\u91cf\u5316\u4e0e\u62a5\u8b66\"><strong>2. \u7528\u6237\u4f53\u9a8c\u6307\u6807\uff08UX Metrics\uff09\u7684\u91cf\u5316\u4e0e\u62a5\u8b66<\/strong><\/h4>\n<p>\u7528\u6237\u4f53\u9a8c\u7684\u4e3b\u89c2\u611f\u53d7\u53ef\u901a\u8fc7\u6280\u672f\u6307\u6807\u5ba2\u89c2\u91cf\u5316\u3002<strong>\u5173\u952e\u6307\u6807\u5305\u62ec<\/strong>\uff1a<\/p>\n<ul>\n<li><strong>\u9996\u6b21\u5185\u5bb9\u6e32\u67d3\u65f6\u95f4\uff08FCP\uff09<\/strong>\uff1a\u7528\u6237\u611f\u77e5\u9875\u9762\u5f00\u59cb\u52a0\u8f7d\u7684\u901f\u5ea6\uff1b\n<\/li>\n<li><strong>\u4ea4\u4e92\u5c31\u7eea\u65f6\u95f4\uff08TTI\uff09<\/strong>\uff1a\u9875\u9762\u5b8c\u5168\u53ef\u64cd\u4f5c\u7684\u65f6\u95f4\u70b9\uff1b\n<\/li>\n<li><strong>API\u9519\u8bef\u7387\u4e0e\u54cd\u5e94\u65f6\u95f4\u5206\u5e03<\/strong>\uff1a\u76f4\u63a5\u5f71\u54cd\u7528\u6237\u64cd\u4f5c\u6210\u529f\u7387\uff1b\n<\/li>\n<li><strong>\u5730\u7406\u4f4d\u7f6e\u4e0e\u8bbe\u5907\u6027\u80fd\u5173\u8054\u5206\u6790<\/strong>\uff1a\u8bc6\u522b\u7279\u5b9a\u533a\u57df\u6216\u8bbe\u5907\u578b\u53f7\u7684\u4f53\u9a8c\u74f6\u9888\u3002\n<\/li>\n<\/ul>\n<p>\u4e91\u539f\u751fAPM\u652f\u6301\u4e3a\u8fd9\u4e9b\u6307\u6807\u8bbe\u7f6e\u52a8\u6001\u9608\u503c\uff0c\u5e76\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u81ea\u52a8\u8bc6\u522b\u5f02\u5e38\u6a21\u5f0f\u3002\u4f8b\u5982\uff0c\u5f53\u67d0\u5730\u533aCDN\u8282\u70b9\u5ef6\u8fdf\u7a81\u589e\u5bfc\u81f4\u9875\u9762\u52a0\u8f7d\u65f6\u95f4\u8d85\u8fc7\u7b2c95\u767e\u5206\u4f4d\u65f6\uff0c\u89e6\u53d1\u544a\u8b66\u5e76\u5173\u8054\u5230\u6700\u8fd1\u7684\u4ee3\u7801\u90e8\u7f72\u8bb0\u5f55\uff0c\u52a0\u901f\u6545\u969c\u6392\u67e5\u3002<\/p>\n<h4 id=\"3-\u6839\u56e0\u5206\u6790-rca-\u4e0e\u667a\u80fd\u5f52\u56e0\"><strong>3. <a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a>\uff08RCA\uff09\u4e0e\u667a\u80fd\u5f52\u56e0<\/strong><\/h4>\n<p>\u5728\u590d\u6742\u7684\u4e91\u539f\u751f\u73af\u5883\u4e2d\uff0c\u5355\u4e00\u6027\u80fd\u95ee\u9898\u53ef\u80fd\u7531\u591a\u4e2a\u56e0\u7d20\u5171\u540c\u5bfc\u81f4\u3002<strong>\u4e91\u539f\u751fAPM\u7684AI\u5f15\u64ce<\/strong>\u53ef\u901a\u8fc7\u4ee5\u4e0b\u6b65\u9aa4\u5b9e\u73b0\u667a\u80fd\u5f52\u56e0\uff1a<\/p>\n<ol>\n<li><strong>\u6570\u636e\u805a\u5408<\/strong>\uff1a\u5c06\u94fe\u8def\u8ffd\u8e2a\u6570\u636e\u3001\u65e5\u5fd7\u4e8b\u4ef6\u4e0e\u57fa\u7840\u8bbe\u65bd\u76d1\u63a7\u6307\u6807\uff08\u5982Kubernetes Pod\u8d44\u6e90\u5229\u7528\u7387\uff09\u5173\u8054\uff1b\n<\/li>\n<li><strong>\u6a21\u5f0f\u8bc6\u522b<\/strong>\uff1a\u901a\u8fc7\u7edf\u8ba1\u5206\u6790\u4e0e\u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5\uff0c\u5b9a\u4f4d\u7a81\u53d8\u7684\u6307\u6807\u7ef4\u5ea6\uff08\u5982\u67d0\u670d\u52a1\u8c03\u7528\u91cf\u6fc0\u589e\u5bfc\u81f4\u7ebf\u7a0b\u6c60\u8017\u5c3d\uff09\uff1b\n<\/li>\n<li><strong>\u5f71\u54cd\u8bc4\u4f30<\/strong>\uff1a\u8ba1\u7b97\u8be5\u95ee\u9898\u5bf9\u7528\u6237\u4f53\u9a8c\u6307\u6807\uff08\u5982\u8ba2\u5355\u63d0\u4ea4\u5931\u8d25\u7387\uff09\u7684\u5177\u4f53\u5f71\u54cd\uff0c\u5e76\u751f\u6210\u4f18\u5316\u5efa\u8bae\u3002\n<\/li>\n<\/ol>\n<h4 id=\"4-\u7528\u6237\u4f53\u9a8c\u4e0e\u4e1a\u52a1\u6210\u679c\u7684\u5173\u8054\u5206\u6790\"><strong>4. 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id=\"\u4e09-\u843d\u5730\u5b9e\u8df5-\u6784\u5efa\u7528\u6237\u4f53\u9a8c\u9a71\u52a8\u7684apm\u4f53\u7cfb\"><strong>\u4e09\u3001\u843d\u5730\u5b9e\u8df5\uff1a\u6784\u5efa\u7528\u6237\u4f53\u9a8c\u9a71\u52a8\u7684APM\u4f53\u7cfb<\/strong><\/h3>\n<h4 id=\"\u6b65\u9aa41-\u5b9a\u4e49\u5173\u952e\u7528\u6237\u4f53\u9a8c\u65c5\u7a0b-key-user-journey\"><strong>\u6b65\u9aa41\uff1a\u5b9a\u4e49\u5173\u952e\u7528\u6237\u4f53\u9a8c\u65c5\u7a0b\uff08Key User 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