{"id":32702,"date":"2025-03-04T10:40:29","date_gmt":"2025-03-04T02:40:29","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=32702"},"modified":"2025-03-04T10:40:29","modified_gmt":"2025-03-04T02:40:29","slug":"%e4%ba%91%e5%8e%9f%e7%94%9fapm%e5%9c%a8%e9%9b%b6%e5%94%ae%e8%a1%8c%e4%b8%9a%e4%b8%ad%e7%9a%84%e7%9b%91%e6%8e%a7%e7%ad%96%e7%95%a5%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/32702.html","title":{"rendered":"\u4e91\u539f\u751fAPM\u5728\u96f6\u552e\u884c\u4e1a\u4e2d\u7684\u76d1\u63a7\u7b56\u7565\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/pic.zadbj010.com\/2025\/5ded973d3cb79f4.jpg\" alt=\"\u4e91\u539f\u751fAPM\u5728\u96f6\u552e\u884c\u4e1a\u4e2d\u7684\u76d1\u63a7\u7b56\u7565\uff1f\" ><\/p>\n<\/p>\n<p><strong>\u524d\u8a00<\/strong><br 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\u8fd9\u6b63\u662f\u96f6\u552e\u4f01\u4e1a\u501f\u52a9*<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u4e91\u539f\u751fAPM<\/a>\uff08<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5e94\u7528\u6027\u80fd\u7ba1\u7406<\/a>\uff09*\u6784\u5efa\u4e0b\u4e00\u4ee3\u76d1\u63a7\u7b56\u7565\u7684\u6838\u5fc3\u547d\u9898\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-\u96f6\u552e\u884c\u4e1a\u7684\u6570\u5b57\u5316\u6311\u6218\u4e0e\u4e91\u539f\u751fapm\u7684\u5d1b\u8d77\"><strong>\u4e00\u3001\u96f6\u552e\u884c\u4e1a\u7684\u6570\u5b57\u5316\u6311\u6218\u4e0e<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u4e91\u539f\u751fAPM<\/a>\u7684\u5d1b\u8d77<\/strong><\/h3>\n<p>\u96f6\u552e\u884c\u4e1a\u7684\u4e1a\u52a1\u573a\u666f\u5177\u6709*\u9ad8\u9891\u4ea4\u6613\u3001\u591a\u7aef\u534f\u540c\u3001\u5b9e\u65f6\u6027\u8981\u6c42\u9ad8*\u7684\u7279\u70b9\u3002\u4f8b\u5982\uff0c\u7535\u5546\u5927\u4fc3\u671f\u95f4\uff0c\u6bcf\u79d2\u6570\u4e07\u7b14\u8ba2\u5355\u7684\u5e76\u53d1\u5904\u7406\u3001\u7528\u6237\u884c\u4e3a\u6570\u636e\u7684\u5373\u65f6\u5206\u6790\u3001\u5e93\u5b58\u7cfb\u7edf\u7684\u52a8\u6001\u540c\u6b65\uff0c\u90fd\u4f9d\u8d56\u4e8e\u540e\u7aef\u7cfb\u7edf\u7684\u65e0\u7f1d\u534f\u4f5c\u3002\u7136\u800c\uff0c\u4e91\u539f\u751f\u67b6\u6784\u7684\u5f39\u6027\u4e0e\u5206\u5e03\u5f0f\u7279\u6027\uff0c\u4f7f\u5f97\u4f20\u7edf\u7684\u5355\u4f53\u76d1\u63a7\u65b9\u5f0f\u66b4\u9732\u51fa\u4e09\u5927\u77ed\u677f\uff1a<\/p>\n<ol>\n<li><strong>\u53ef\u89c1\u6027\u4e0d\u8db3<\/strong>\uff1a\u5fae\u670d\u52a1\u95f4\u8c03\u7528\u94fe\u8def\u590d\u6742\uff0c\u6545\u969c\u5b9a\u4f4d\u8017\u65f6\uff1b\n<\/li>\n<li><strong>\u8d44\u6e90\u52a8\u6001\u6027\u96be\u4ee5\u6355\u6349<\/strong>\uff1a\u5bb9\u5668\u5316\u5b9e\u4f8b\u7684\u81ea\u52a8\u6269\u7f29\u5bfc\u81f4\u76d1\u63a7\u65ad\u70b9\uff1b\n<\/li>\n<li><strong>\u7528\u6237\u4f53\u9a8c\u91cf\u5316\u56f0\u96be<\/strong>\uff1a\u524d\u7aef\u9875\u9762\u52a0\u8f7d\u901f\u5ea6\u3001API\u54cd\u5e94\u5ef6\u8fdf\u7b49\u76f4\u63a5\u5f71\u54cd\u8f6c\u5316\u7387\uff0c\u4f46\u4f20\u7edf\u5de5\u5177\u96be\u4ee5\u5173\u8054\u4e1a\u52a1\u6307\u6807\u3002\n<\/li>\n<\/ol>\n<p>*\u4e91\u539f\u751fAPM*\u901a\u8fc7<strong>\u5168\u6808\u94fe\u8def\u8ffd\u8e2a\u3001\u667a\u80fd\u544a\u8b66\u3001\u4ee3\u7801\u7ea7\u8bca\u65ad<\/strong>\u7b49\u80fd\u529b\uff0c\u6210\u4e3a\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\u7684\u5173\u952e\u6280\u672f\u3002\u4ee5\u67d0\u77e5\u540d\u96f6\u552e\u4f01\u4e1a\u4e3a\u4f8b\uff0c\u5176\u901a\u8fc7\u90e8\u7f72\u4e91\u539f\u751fAPM\u5de5\u5177\uff0c\u5c06\u7cfb\u7edf\u6545\u969c\u5e73\u5747\u4fee\u590d\u65f6\u95f4\uff08MTTR\uff09\u4ece2\u5c0f\u65f6\u7f29\u77ed\u81f315\u5206\u949f\uff0c\u4fc3\u9500\u671f\u95f4\u7684\u670d\u52a1\u5668\u8d44\u6e90\u6d6a\u8d39\u964d\u4f4e\u4e8640%\u3002<\/p>\n<hr>\n<h3 id=\"\u4e8c-\u4e91\u539f\u751fapm\u7684\u76d1\u63a7\u6838\u5fc3-\u4ece\u57fa\u7840\u8bbe\u65bd\u5230\u7528\u6237\u4f53\u9a8c\"><strong>\u4e8c\u3001\u4e91\u539f\u751fAPM\u7684\u76d1\u63a7\u6838\u5fc3\uff1a\u4ece\u57fa\u7840\u8bbe\u65bd\u5230\u7528\u6237\u4f53\u9a8c<\/strong><\/h3>\n<p>\u5728\u96f6\u552e\u573a\u666f\u4e2d\uff0c\u4e91\u539f\u751fAPM\u9700\u8986\u76d6\u4ece\u5e95\u5c42\u8d44\u6e90\u5230\u4e0a\u5c42\u4e1a\u52a1\u7684\u5b8c\u6574\u94fe\u6761\u3002\u4ee5\u4e0b\u662f\u5176\u6838\u5fc3\u76d1\u63a7\u7b56\u7565\uff1a<\/p>\n<h4 id=\"1-\u57fa\u7840\u8bbe\u65bd\u5c42-\u52a8\u6001\u8d44\u6e90\u7684\u5b9e\u65f6\u6d1e\u5bdf\"><strong>1. \u57fa\u7840\u8bbe\u65bd\u5c42\uff1a\u52a8\u6001\u8d44\u6e90\u7684\u5b9e\u65f6\u6d1e\u5bdf<\/strong><\/h4>\n<p>\u4e91\u539f\u751f\u73af\u5883\u4f9d\u8d56Kubernetes\u3001Serverless\u7b49\u5e73\u53f0\uff0c\u8d44\u6e90\u5206\u914d\u9ad8\u5ea6\u52a8\u6001\u5316\u3002APM\u9700\u5b9e\u73b0\uff1a<\/p>\n<ul>\n<li><strong>\u5bb9\u5668\u7c92\u5ea6\u7684\u6027\u80fd\u76d1\u63a7<\/strong>\uff1a\u5b9e\u65f6\u91c7\u96c6CPU\u3001\u5185\u5b58\u3001\u7f51\u7edcIO\u7b49\u6307\u6807\uff0c\u8bc6\u522b\u5f02\u5e38Pod\u6216\u8282\u70b9\uff1b\n<\/li>\n<li><strong>\u81ea\u52a8\u62d3\u6251\u53d1\u73b0<\/strong>\uff1a\u52a8\u6001\u7ed8\u5236\u670d\u52a1\u4f9d\u8d56\u5173\u7cfb\u56fe\uff0c\u5feb\u901f\u5b9a\u4f4d\u74f6\u9888\uff1b\n<\/li>\n<li><strong>\u6210\u672c\u4f18\u5316\u5efa\u8bae<\/strong>\uff1a\u7ed3\u5408\u4e1a\u52a1\u6d41\u91cf\u9884\u6d4b\uff0c\u63a8\u8350\u8d44\u6e90\u6269\u7f29\u5bb9\u7b56\u7565\u3002\n<\/li>\n<\/ul>\n<p>\u67d0\u8fde\u9501\u96f6\u552e\u54c1\u724c\u7684\u7ebf\u4e0a\u7cfb\u7edf\u901a\u8fc7APM\u53d1\u73b0\u5197\u4f59\u5bb9\u5668\u5b9e\u4f8b\uff0c\u6bcf\u5e74\u8282\u7701\u8d85\u8fc7200\u4e07\u7f8e\u5143\u7684\u4e91\u8d44\u6e90\u6210\u672c\u3002<\/p>\n<h4 id=\"2-\u5e94\u7528\u5c42-\u4ee3\u7801\u7ea7\u6027\u80fd\u5256\u6790\u4e0e\u4f18\u5316\"><strong>2. \u5e94\u7528\u5c42\uff1a\u4ee3\u7801\u7ea7\u6027\u80fd\u5256\u6790\u4e0e\u4f18\u5316<\/strong><\/h4>\n<p>\u96f6\u552e\u7cfb\u7edf\u7684\u6838\u5fc3\u4e1a\u52a1\u903b\u8f91\uff08\u5982\u652f\u4ed8\u3001\u5e93\u5b58\u6263\u51cf\uff09\u5bf9\u4ee3\u7801\u6548\u7387\u6781\u4e3a\u654f\u611f\u3002APM\u7684*\u5206\u5e03\u5f0f\u94fe\u8def\u8ffd\u8e2a\uff08\u5982OpenTelemetry\uff09*\u53ef\uff1a<\/p>\n<ul>\n<li><strong>\u8ffd\u8e2a\u8de8\u670d\u52a1\u8c03\u7528<\/strong>\uff1a\u8bb0\u5f55\u6bcf\u4e2a\u5fae\u670d\u52a1\u7684\u5904\u7406\u8017\u65f6\uff0c\u5b9a\u4f4d\u6162SQL\u6216\u4f4e\u6548API\uff1b\n<\/li>\n<li><strong>\u4ee3\u7801\u70ed\u70b9\u5206\u6790<\/strong>\uff1a\u8bc6\u522b\u9ad8\u8017\u65f6\u7684\u51fd\u6570\u6216\u6570\u636e\u5e93\u67e5\u8be2\uff0c\u63a8\u52a8\u5f00\u53d1\u56e2\u961f\u4f18\u5316\uff1b\n<\/li>\n<li><strong>\u4e8b\u52a1\u7ea7\u76d1\u63a7<\/strong>\uff1a\u786e\u4fdd\u5173\u952e\u4e1a\u52a1\u6d41\uff08\u5982\u201c\u4e0b\u5355-\u652f\u4ed8-\u5c65\u7ea6\u201d\uff09\u7684\u7aef\u5230\u7aef\u7a33\u5b9a\u6027\u3002\n<\/li>\n<\/ul>\n<p>\u67d0\u8de8\u5883\u7535\u5546\u5e73\u53f0\u901a\u8fc7APM\u7684\u4ee3\u7801\u7ea7\u8bca\u65ad\uff0c\u5c06\u652f\u4ed8\u63a5\u53e3\u7684\u5ef6\u8fdf\u4ece500ms\u964d\u4f4e\u81f380ms\uff0c\u76f4\u63a5\u63d0\u5347\u4e86\u5927\u4fc3\u671f\u95f4\u7684\u6210\u4ea4\u7387\u3002<\/p>\n<h4 id=\"3-\u7528\u6237\u4f53\u9a8c\u5c42-\u4ece\u9875\u9762\u52a0\u8f7d\u5230\u4e1a\u52a1\u8f6c\u5316\"><strong>3. \u7528\u6237\u4f53\u9a8c\u5c42\uff1a\u4ece\u9875\u9762\u52a0\u8f7d\u5230\u4e1a\u52a1\u8f6c\u5316<\/strong><\/h4>\n<p>\u7528\u6237\u7684\u6bcf\u4e00\u6b21\u70b9\u51fb\u3001\u6ed1\u52a8\u90fd\u53ef\u80fd\u5f71\u54cd\u8d2d\u4e70\u51b3\u7b56\u3002APM\u9700\u6574\u5408*\u524d\u7aef\u6027\u80fd\u76d1\u63a7\uff08RUM\uff09*\u4e0e\u4e1a\u52a1\u6570\u636e\uff0c\u5b9e\u73b0\uff1a<\/p>\n<ul>\n<li><strong>\u9875\u9762\u52a0\u8f7d\u901f\u5ea6\u5206\u6790<\/strong>\uff1a\u7edf\u8ba1\u9996\u5c4f\u65f6\u95f4\u3001JS\u9519\u8bef\u7387\uff0c\u4f18\u5316\u524d\u7aef\u8d44\u6e90\u52a0\u8f7d\u7b56\u7565\uff1b\n<\/li>\n<li><strong>\u7528\u6237\u884c\u4e3a\u5173\u8054<\/strong>\uff1a\u5c06API\u54cd\u5e94\u5ef6\u8fdf\u4e0e\u8d2d\u7269\u8f66\u653e\u5f03\u7387\u6302\u94a9\uff0c\u91cf\u5316\u6027\u80fd\u5bf9\u8425\u6536\u7684\u5f71\u54cd\uff1b\n<\/li>\n<li><strong>\u591a\u7aef\u4f53\u9a8c\u4e00\u81f4\u6027<\/strong>\uff1a\u5bf9\u6bd4App\u3001H5\u3001\u5c0f\u7a0b\u5e8f\u7b49\u7ec8\u7aef\u7684\u6027\u80fd\u5dee\u5f02\uff0c\u786e\u4fdd\u5168\u6e20\u9053\u4f53\u9a8c\u5e73\u6ed1\u3002\n<\/li>\n<\/ul>\n<p>\u67d0\u65f6\u5c1a\u7535\u5546\u901a\u8fc7\u76d1\u63a7\u53d1\u73b0\uff0c\u9996\u9875\u52a0\u8f7d\u65f6\u95f4\u6bcf\u51cf\u5c111\u79d2\uff0c\u7528\u6237\u7559\u5b58\u7387\u63d0\u53473.2%\uff0c\u4ece\u800c\u63a8\u52a8\u4e86CDN\u548c\u7f13\u5b58\u7b56\u7565\u7684\u5347\u7ea7\u3002<\/p>\n<hr>\n<h3 id=\"\u4e09-\u6784\u5efa\u96f6\u552e\u884c\u4e1a\u4e13\u5c5e\u76d1\u63a7\u7b56\u7565\u7684\u5173\u952e\u5b9e\u8df5\"><strong>\u4e09\u3001\u6784\u5efa\u96f6\u552e\u884c\u4e1a\u4e13\u5c5e\u76d1\u63a7\u7b56\u7565\u7684\u5173\u952e\u5b9e\u8df5<\/strong><\/h3>\n<h4 id=\"1-\u4ee5\u4e1a\u52a1\u573a\u666f\u9a71\u52a8\u76d1\u63a7\u6307\u6807\u8bbe\u8ba1\"><strong>1. 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style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a>\u81ea\u52a8\u5316<\/strong>\uff1a\u901a\u8fc7AI\u7b97\u6cd5\u5173\u8054\u65e5\u5fd7\u3001\u6307\u6807\u3001\u94fe\u8def\u6570\u636e\uff0c\u7f29\u77ed\u6545\u969c\u6392\u67e5\u8def\u5f84\u3002\n<\/li>\n<\/ul>\n<h4 id=\"2-\u5b9e\u73b0\u6570\u636e\u95ed\u73af-\u4ece\u76d1\u63a7\u5230\u884c\u52a8\"><strong>2. 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id=\"\u56db-\u672a\u6765\u8d8b\u52bf-\u4e91\u539f\u751fapm\u4e0eai\u7684\u6df1\u5ea6\u878d\u5408\"><strong>\u56db\u3001\u672a\u6765\u8d8b\u52bf\uff1a\u4e91\u539f\u751fAPM\u4e0eAI\u7684\u6df1\u5ea6\u878d\u5408<\/strong><\/h3>\n<p>\u968f\u7740AIOps\u7684\u666e\u53ca\uff0c\u4e91\u539f\u751fAPM\u6b63\u4ece\u201c\u4e8b\u540e\u5206\u6790\u201d\u8f6c\u5411\u201c\u9884\u6d4b\u4e0e\u9884\u9632\u201d\uff1a<\/p>\n<ul>\n<li><strong>\u667a\u80fd\u57fa\u7ebf\u9884\u6d4b<\/strong>\uff1a\u57fa\u4e8e\u5386\u53f2\u6570\u636e\u81ea\u52a8\u751f\u6210\u6027\u80fd\u57fa\u7ebf\uff0c\u8bc6\u522b\u6f5c\u5728\u5f02\u5e38\uff1b\n<\/li>\n<li><strong>\u6545\u969c\u6a21\u62df\u4e0e\u6f14\u7ec3<\/strong>\uff1a\u901a\u8fc7\u6df7\u6c8c\u5de5\u7a0b\u9a8c\u8bc1\u7cfb\u7edf\u97e7\u6027\uff0c\u63d0\u524d\u4fee\u590d\u8584\u5f31\u70b9\uff1b\n<\/li>\n<li><strong>\u4e1a\u52a1\u5f71\u54cd\u5206\u6790<\/strong>\uff1a\u91cf\u5316\u6027\u80fd\u6ce2\u52a8\u5bf9GMV\u3001\u5ba2\u5355\u4ef7\u7684\u5f71\u54cd\uff0c\u8f85\u52a9\u7ba1\u7406\u5c42\u51b3\u7b56\u3002\n<\/li>\n<\/ul>\n<p>\u67d0\u56fd\u9645\u96f6\u552e\u5de8\u5934\u5df2\u8bd5\u70b9\u201cAI\u9a71\u52a8\u7684\u5bb9\u91cf\u89c4\u5212\u201d\uff0c\u5728\u9ed1\u8272\u661f\u671f\u4e94\u524d\u4e00\u5468\u81ea\u52a8\u9884\u7f6e\u8d44\u6e90\uff0c\u5b9e\u73b0\u4e86\u96f6\u5b95\u673a\u4e0e\u6210\u672c\u6700\u4f18\u7684\u5e73\u8861\u3002<\/p>\n<hr>\n<p><strong>\u7ed3\u8bed<\/strong>\uff08\u6839\u636e\u8981\u6c42\u5df2\u7701\u7565\uff09<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u524d\u8a00 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