{"id":37344,"date":"2025-04-18T11:15:47","date_gmt":"2025-04-18T03:15:47","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=37344"},"modified":"2025-04-18T11:15:47","modified_gmt":"2025-04-18T03:15:47","slug":"%e4%ba%91%e5%8e%9f%e7%94%9fapm%e5%a6%82%e4%bd%95%e6%94%af%e6%8c%81%e8%be%b9%e7%bc%98%e8%ae%a1%e7%ae%97%e5%9c%ba%e6%99%af%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/37344.html","title":{"rendered":"\u4e91\u539f\u751fAPM\u5982\u4f55\u652f\u6301\u8fb9\u7f18\u8ba1\u7b97\u573a\u666f\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/04\/OC26kW4.jpg\" alt=\"\u4e91\u539f\u751fAPM\u5982\u4f55\u652f\u6301\u8fb9\u7f18\u8ba1\u7b97\u573a\u666f\uff1f\" ><\/p>\n<\/p>\n<p><strong>\u524d\u8a00<\/strong><br \/>\n\u5f53\u5168\u74035G\u7f51\u7edc\u94fa\u8bbe\u901f\u5ea6\u8d85\u8fc7\u9884\u671f\u3001\u7269\u8054\u7f51\u8bbe\u5907\u6570\u91cf\u7a81\u7834\u767e\u4ebf\u89c4\u6a21\u65f6\uff0c\u8fb9\u7f18\u8ba1\u7b97\u6b63\u5728\u4ece\u6280\u672f\u6982\u5ff5\u6f14\u53d8\u4e3a\u4ea7\u4e1a\u53d8\u9769\u7684\u6838\u5fc3\u5f15\u64ce\u3002\u7136\u800c\uff0c\u968f\u7740\u7b97\u529b\u4e0b\u6c89\u5230\u7f51\u7edc\u8fb9\u7f18\uff0c\u4f20\u7edf\u7684<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5e94\u7528\u6027\u80fd\u7ba1\u7406<\/a>\uff08APM\uff09\u6a21\u5f0f\u5728<strong>\u5ef6\u8fdf\u654f\u611f\u3001\u8d44\u6e90\u53d7\u9650\u3001\u73af\u5883\u5f02\u6784<\/strong>\u7684\u8fb9\u7f18\u573a\u666f\u4e2d\u9010\u6e10\u66b4\u9732\u51fa\u5c40\u9650\u6027\u3002\u6b64\u65f6\uff0c\u4e91\u539f\u751f\u7684\u6280\u672f\u57fa\u56e0\u4e0eAPM\u7684\u7ed3\u5408\uff0c\u6b63\u5728\u4e3a\u8fb9\u7f18\u8ba1\u7b97\u6253\u5f00\u4e00\u6247\u65b0\u7684\u7a97\u53e3\u2014\u2014<strong>\u901a\u8fc7\u8f7b\u91cf\u5316\u3001\u667a\u80fd\u5316\u7684\u76d1\u63a7\u80fd\u529b\uff0c\u5b9e\u73b0\u4ece\u6570\u636e\u4e2d\u5fc3\u5230\u8fb9\u7f18\u8282\u70b9\u7684\u5168\u94fe\u8def\u53ef\u89c1\u6027<\/strong>\u3002\u8fd9\u573a\u6280\u672f\u4e0e\u573a\u666f\u7684\u78b0\u649e\uff0c\u4e0d\u4ec5\u662f\u8fd0\u7ef4\u6548\u7387\u7684\u9769\u65b0\uff0c\u66f4\u662f\u6570\u5b57\u5316\u8f6c\u578b\u4e0b\u534a\u573a\u7684\u80dc\u8d1f\u624b\u3002<\/p>\n<hr>\n<h3 id=\"\u8fb9\u7f18\u8ba1\u7b97\u7684\u6027\u80fd\u76d1\u63a7\u56f0\u5883\"><strong>\u8fb9\u7f18\u8ba1\u7b97\u7684\u6027\u80fd\u76d1\u63a7\u56f0\u5883<\/strong><\/h3>\n<p>\u8fb9\u7f18\u8ba1\u7b97\u901a\u8fc7\u5c06\u6570\u636e\u5904\u7406\u80fd\u529b\u90e8\u7f72\u5728\u9760\u8fd1\u7ec8\u7aef\u8bbe\u5907\u7684\u8282\u70b9\u4e0a\uff0c\u663e\u8457\u964d\u4f4e\u4e86\u7f51\u7edc\u5ef6\u8fdf\u5e76\u63d0\u5347\u4e86\u5b9e\u65f6\u54cd\u5e94\u80fd\u529b\u3002\u7136\u800c\uff0c\u5176\u5206\u5e03\u5f0f\u67b6\u6784\u4e0e\u8d44\u6e90\u788e\u7247\u5316\u7279\u5f81\uff0c\u4e5f\u4e3a\u6027\u80fd\u7ba1\u7406\u5e26\u6765\u4e86\u4e09\u91cd\u6311\u6218\uff1a<\/p>\n<ol>\n<li><strong>\u73af\u5883\u590d\u6742\u6027<\/strong>\uff1a\u8fb9\u7f18\u8282\u70b9\u5206\u5e03\u5728\u5de5\u5382\u3001\u57fa\u7ad9\u3001\u96f6\u552e\u95e8\u5e97\u7b49\u7269\u7406\u7a7a\u95f4\uff0c\u786c\u4ef6\u914d\u7f6e\u3001\u7f51\u7edc\u6761\u4ef6\u5dee\u5f02\u5de8\u5927\uff0c\u4f20\u7edfAPM\u7684\u96c6\u4e2d\u5f0f\u67b6\u6784\u96be\u4ee5\u9002\u914d\u52a8\u6001\u53d8\u5316\u7684\u8fb9\u7f18\u73af\u5883\u3002\n<\/li>\n<li><strong>\u8d44\u6e90\u74f6\u9888<\/strong>\uff1a\u8fb9\u7f18\u8bbe\u5907\u901a\u5e38\u53d7\u9650\u4e8e\u8ba1\u7b97\u3001\u5b58\u50a8\u548c\u80fd\u8017\uff0c\u65e0\u6cd5\u627f\u8f7d\u4f20\u7edfAPM\u4ee3\u7406\uff08Agent\uff09\u7684\u9ad8\u5f00\u9500\uff0c\u800c\u6027\u80fd\u6570\u636e\u7684\u91c7\u96c6\u4e0e\u5206\u6790\u53c8\u9700\u8981\u517c\u987e\u8f7b\u91cf\u5316\u4e0e\u7cbe\u51c6\u6027\u3002\n<\/li>\n<li><strong>\u5b9e\u65f6\u6027\u8981\u6c42<\/strong>\uff1a\u81ea\u52a8\u9a7e\u9a76\u3001\u5de5\u4e1a\u673a\u5668\u4eba\u7b49\u573a\u666f\u4e2d\uff0c\u6beb\u79d2\u7ea7\u7684\u5ef6\u8fdf\u6ce2\u52a8\u53ef\u80fd\u5f15\u53d1\u4e25\u91cd\u4e8b\u6545\uff0c\u4f46\u4f20\u7edf\u76d1\u63a7\u7cfb\u7edf\u5f80\u5f80\u5b58\u5728\u6570\u636e\u4e0a\u62a5\u6ede\u540e\u3001\u544a\u8b66\u54cd\u5e94\u8fdf\u7f13\u7684\u95ee\u9898\u3002\n<\/li>\n<\/ol>\n<p>\u8fd9\u4e9b\u6311\u6218\u8feb\u4f7f\u4f01\u4e1a\u91cd\u65b0\u601d\u8003\uff1a<strong>\u5982\u4f55\u5728\u8d44\u6e90\u53d7\u9650\u7684\u8fb9\u7f18\u8282\u70b9\u4e0a\uff0c\u6784\u5efa\u4e0e\u4e91\u539f\u751f\u67b6\u6784\u65e0\u7f1d\u8854\u63a5\u7684\u6027\u80fd\u7ba1\u7406\u4f53\u7cfb\uff1f<\/strong><\/p>\n<hr>\n<h3 id=\"\u4e91\u539f\u751fapm\u7684\u6280\u672f\u7a81\u7834\"><strong>\u4e91\u539f\u751fAPM\u7684\u6280\u672f\u7a81\u7834<\/strong><\/h3>\n<p>\u4e91\u539f\u751fAPM\u57fa\u4e8e\u5bb9\u5668\u5316\u3001\u5fae\u670d\u52a1\u3001DevOps\u7b49\u4e91\u539f\u751f\u6280\u672f\u6808\uff0c\u5929\u7136\u5177\u5907<strong>\u5f39\u6027\u4f38\u7f29\u3001\u677e\u8026\u5408\u3001\u81ea\u52a8\u5316<\/strong>\u7684\u7279\u6027\u3002\u5f53\u8fd9\u4e9b\u7279\u6027\u4e0e\u8fb9\u7f18\u8ba1\u7b97\u7ed3\u5408\u65f6\uff0c\u5f62\u6210\u4e86\u72ec\u7279\u7684\u6280\u672f\u4f18\u52bf\uff1a<\/p>\n<h4 id=\"1-\u5206\u5e03\u5f0f\u8ffd\u8e2a\u4e0e\u4e0a\u4e0b\u6587\u4f20\u9012\"><strong>1. <a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5206\u5e03\u5f0f\u8ffd\u8e2a<\/a>\u4e0e\u4e0a\u4e0b\u6587\u4f20\u9012<\/strong><\/h4>\n<p>\u5728\u8fb9\u7f18\u573a\u666f\u4e2d\uff0c\u4e00\u4e2a\u7528\u6237\u8bf7\u6c42\u53ef\u80fd\u6a2a\u8de8\u4e91\u7aef\u6838\u5fc3\u4e1a\u52a1\u7cfb\u7edf\u3001\u591a\u4e2a\u8fb9\u7f18\u8282\u70b9\u53ca\u7ec8\u7aef\u8bbe\u5907\u3002\u4e91\u539f\u751fAPM\u901a\u8fc7<strong>OpenTelemetry\u7b49\u5f00\u6e90\u6807\u51c6<\/strong>\uff0c\u5b9e\u73b0\u8de8\u5f02\u6784\u73af\u5883\u7684\u94fe\u8def\u8ffd\u8e2a\u3002\u4f8b\u5982\uff0c\u67d0\u667a\u80fd\u5de5\u5382\u7684\u8d28\u68c0\u7cfb\u7edf\u5728\u8fb9\u7f18\u8282\u70b9\u5904\u7406\u56fe\u50cf\u8bc6\u522b\u65f6\uff0cAPM\u5de5\u5177\u80fd\u81ea\u52a8\u5173\u8054\u4e91\u7aefAI\u8bad\u7ec3\u670d\u52a1\u4e0e\u8fb9\u7f18\u63a8\u7406\u670d\u52a1\u7684\u8c03\u7528\u5173\u7cfb\uff0c\u7cbe\u51c6\u5b9a\u4f4d\u56e0\u6a21\u578b\u7248\u672c\u4e0d\u4e00\u81f4\u5bfc\u81f4\u7684\u6027\u80fd\u52a3\u5316\u3002<\/p>\n<h4 id=\"2-\u8f7b\u91cf\u5316\u63a2\u9488\u4e0e\u52a8\u6001\u5378\u8f7d\"><strong>2. \u8f7b\u91cf\u5316\u63a2\u9488\u4e0e\u52a8\u6001\u5378\u8f7d<\/strong><\/h4>\n<p>\u4f20\u7edfAPM\u4ee3\u7406\u901a\u5e38\u5360\u7528\u6570\u767eMB\u5185\u5b58\uff0c\u800c\u4e91\u539f\u751fAPM\u901a\u8fc7<strong>Sidecar\u6a21\u5f0f\u6216eBPF\u6280\u672f<\/strong>\uff0c\u5c06\u8d44\u6e90\u6d88\u8017\u964d\u4f4e\u81f310MB\u4ee5\u4e0b\u3002\u66f4\u5173\u952e\u7684\u662f\uff0c\u5b83\u80fd\u6839\u636e\u8fb9\u7f18\u8282\u70b9\u8d1f\u8f7d\u52a8\u6001\u8c03\u6574\u6570\u636e\u91c7\u6837\u9891\u7387\uff1a\u5728\u8bbe\u5907\u7a7a\u95f2\u65f6\u6536\u96c6\u8be6\u7ec6\u6307\u6807\uff0c\u5728\u8d44\u6e90\u7d27\u5f20\u65f6\u4ec5\u4fdd\u7559\u5173\u952e\u4e8b\u4ef6\u65e5\u5fd7\u3002\u8fd9\u79cd\u201c\u81ea\u9002\u5e94\u89c2\u6d4b\u201d\u673a\u5236\uff0c\u65e2\u4fdd\u969c\u4e86\u76d1\u63a7\u8fde\u7eed\u6027\uff0c\u53c8\u907f\u514d\u5f71\u54cd\u8fb9\u7f18\u4e1a\u52a1\u7684\u4e3b\u7ebf\u7a0b\u6027\u80fd\u3002<\/p>\n<h4 id=\"3-\u8fb9\u7f18-\u4e91\u534f\u540c\u5206\u6790\"><strong>3. \u8fb9\u7f18-\u4e91\u534f\u540c\u5206\u6790<\/strong><\/h4>\n<p>\u4e91\u539f\u751fAPM\u4e0d\u518d\u4f9d\u8d56\u5c06\u6240\u6709\u6570\u636e\u56de\u4f20\u4e91\u7aef\u5904\u7406\uff0c\u800c\u662f\u91c7\u7528<strong>\u5206\u5c42\u8ba1\u7b97\u67b6\u6784<\/strong>\uff1a<\/p>\n<ul>\n<li>\u5728\u8fb9\u7f18\u4fa7\uff0c\u901a\u8fc7\u8f7b\u91cf\u7ea7\u89c4\u5219\u5f15\u64ce\u5b9e\u65f6\u8fc7\u6ee4\u5f02\u5e38\u6307\u6807\uff08\u5982CPU\u4f7f\u7528\u7387\u9aa4\u534790%\uff09\uff1b\n<\/li>\n<li>\u5728\u4e91\u7aef\uff0c\u5229\u7528\u673a\u5668\u5b66\u4e60\u6a21\u578b\u5bf9\u591a\u8282\u70b9\u6570\u636e\u8fdb\u884c\u805a\u5408\u5206\u6790\uff0c\u8bc6\u522b\u6f5c\u5728\u7684\u6027\u80fd\u74f6\u9888\u6a21\u5f0f\u3002<br \/>\n\u67d0\u96f6\u552e\u4f01\u4e1a\u7684\u6848\u4f8b\u663e\u793a\uff0c\u8fd9\u79cd\u67b6\u6784\u5c06\u544a\u8b66\u51c6\u786e\u7387\u4ece68%\u63d0\u5347\u81f392%\uff0c\u540c\u65f6\u51cf\u5c1175%\u7684\u65e0\u6548\u6570\u636e\u4f20\u8f93\u3002\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u4e91\u539f\u751fapm\u652f\u6301\u8fb9\u7f18\u8ba1\u7b97\u7684\u6838\u5fc3\u573a\u666f\"><strong>\u4e91\u539f\u751fAPM\u652f\u6301\u8fb9\u7f18\u8ba1\u7b97\u7684\u6838\u5fc3\u573a\u666f<\/strong><\/h3>\n<h4 id=\"\u573a\u666f\u4e00-\u667a\u80fd\u7ec8\u7aef\u8bbe\u5907\u7684\u6027\u80fd\u4f18\u5316\"><strong>\u573a\u666f\u4e00\uff1a\u667a\u80fd\u7ec8\u7aef\u8bbe\u5907\u7684\u6027\u80fd\u4f18\u5316<\/strong><\/h4>\n<p>\u5728\u8f66\u8054\u7f51\u4e2d\uff0c\u8f66\u8f7d\u7ec8\u7aef\u9700\u8981\u5b9e\u65f6\u5904\u7406\u4f20\u611f\u5668\u6570\u636e\u5e76\u4e0e\u8fb9\u7f18\u670d\u52a1\u5668\u901a\u4fe1\u3002\u4e91\u539f\u751fAPM\u901a\u8fc7<strong>\u5d4c\u5165\u5f0f\u63a2\u9488<\/strong>\u76d1\u6d4b\u8f66\u5185\u7cfb\u7edf\u7684\u7ebf\u7a0b\u963b\u585e\u3001\u5185\u5b58\u6cc4\u6f0f\u7b49\u95ee\u9898\uff0c\u540c\u65f6\u540c\u6b65\u5206\u6790\u8fb9\u7f18\u670d\u52a1\u5668\u7684\u54cd\u5e94\u5ef6\u8fdf\u3002\u5f53APM\u68c0\u6d4b\u5230\u67d0\u533a\u57df\u8f66\u8f86\u666e\u904d\u51fa\u73b0\u901a\u4fe1\u8d85\u65f6\uff0c\u53ef\u81ea\u52a8\u89e6\u53d1\u8fb9\u7f18\u8282\u70b9\u7684\u8d1f\u8f7d\u5747\u8861\u7b56\u7565\uff0c\u907f\u514d\u5927\u89c4\u6a21\u670d\u52a1\u964d\u7ea7\u3002<\/p>\n<h4 id=\"\u573a\u666f\u4e8c-\u5de5\u4e1a\u7269\u8054\u7f51\u7684\u9884\u6d4b\u6027\u7ef4\u62a4\"><strong>\u573a\u666f\u4e8c\uff1a\u5de5\u4e1a\u7269\u8054\u7f51\u7684\u9884\u6d4b\u6027\u7ef4\u62a4<\/strong><\/h4>\n<p>\u67d0\u98ce\u7535\u4f01\u4e1a\u90e8\u7f72\u4e86\u6570\u767e\u4e2a\u8fb9\u7f18\u8282\u70b9\u7528\u4e8e\u98ce\u673a\u72b6\u6001\u76d1\u63a7\u3002\u901a\u8fc7\u4e91\u539f\u751fAPM\u7684<strong>\u65f6\u5e8f\u6570\u636e\u5e93<\/strong>\uff0c\u8fd0\u7ef4\u56e2\u961f\u4e0d\u4ec5\u80fd\u67e5\u770b\u5b9e\u65f6\u632f\u52a8\u9891\u7387\u3001\u6e29\u5ea6\u7b49\u6307\u6807\uff0c\u8fd8\u80fd\u57fa\u4e8e\u5386\u53f2\u6570\u636e\u9884\u6d4b\u9f7f\u8f6e\u7bb1\u6545\u969c\u6982\u7387\u3002\u5f53\u9884\u6d4b\u6a21\u578b\u7f6e\u4fe1\u5ea6\u8d85\u8fc7\u9608\u503c\u65f6\uff0c\u7cfb\u7edf\u81ea\u52a8\u751f\u6210\u5de5\u5355\u5e76\u8c03\u5ea6\u6700\u8fd1\u7684\u68c0\u4fee\u4eba\u5458\uff0c\u5c06\u8ba1\u5212\u5916\u505c\u673a\u65f6\u95f4\u51cf\u5c1140%\u3002<\/p>\n<h4 id=\"\u573a\u666f\u4e09-\u6df7\u5408\u4e91\u73af\u5883\u7684\u7edf\u4e00\u6cbb\u7406\"><strong>\u573a\u666f\u4e09\uff1a\u6df7\u5408\u4e91\u73af\u5883\u7684\u7edf\u4e00\u6cbb\u7406<\/strong><\/h4>\n<p>\u5f53\u4f01\u4e1a\u540c\u65f6\u4f7f\u7528\u516c\u6709\u4e91\u3001\u79c1\u6709\u4e91\u548c\u8fb9\u7f18\u8282\u70b9\u65f6\uff0c\u4e91\u539f\u751fAPM\u7684<strong>\u591a\u96c6\u7fa4\u7ba1\u7406\u80fd\u529b<\/strong>\u6210\u4e3a\u5173\u952e\u3002\u901a\u8fc7\u7edf\u4e00\u63a7\u5236\u53f0\uff0c\u8fd0\u7ef4\u4eba\u5458\u53ef\u4ee5\u5bf9\u6bd4\u4e0d\u540c\u533a\u57df\u7684\u670d\u52a1\u54cd\u5e94\u65f6\u95f4\uff0c\u5feb\u901f\u5b9a\u4f4d\u8de8\u4e91\u94fe\u8def\u7684\u6027\u80fd\u74f6\u9888\u3002\u4f8b\u5982\uff0c\u67d0\u89c6\u9891\u5e73\u53f0\u53d1\u73b0\u4e1c\u5357\u4e9a\u7528\u6237\u5361\u987f\u7387\u5f02\u5e38\u5347\u9ad8\uff0c\u6700\u7ec8\u901a\u8fc7APM\u94fe\u8def\u8ffd\u8e2a\u53d1\u73b0\u662f\u67d0\u8fb9\u7f18CDN\u8282\u70b9\u7684\u5e26\u5bbd\u914d\u7f6e\u9519\u8bef\u6240\u81f4\u3002<\/p>\n<hr>\n<h3 id=\"\u5b9e\u8df5-\u6280\u672f\u9009\u578b\u4e0e\u843d\u5730\u5efa\u8bae\"><strong>\u5b9e\u8df5\uff1a\u6280\u672f\u9009\u578b\u4e0e\u843d\u5730\u5efa\u8bae<\/strong><\/h3>\n<p>\u8981\u5145\u5206\u53d1\u6325\u4e91\u539f\u751fAPM\u5728\u8fb9\u7f18\u8ba1\u7b97\u4e2d\u7684\u4ef7\u503c\uff0c\u4f01\u4e1a\u9700\u91cd\u70b9\u5173\u6ce8\u4ee5\u4e0b\u7ef4\u5ea6\uff1a<\/p>\n<ul>\n<li><strong>Agent\u517c\u5bb9\u6027<\/strong>\uff1a\u4f18\u5148\u9009\u62e9\u652f\u6301ARM\u67b6\u6784\u3001Kubernetes\u8fb9\u7f18\u53d1\u884c\u7248\uff08\u5982K3s\uff09\u7684APM\u5de5\u5177\uff1b\n<\/li>\n<li><strong>\u534f\u8bae\u6807\u51c6\u5316<\/strong>\uff1a\u786e\u4fddAPM\u7cfb\u7edf\u517c\u5bb9MQTT\u3001CoAP\u7b49\u7269\u8054\u7f51\u901a\u4fe1\u534f\u8bae\uff0c\u907f\u514d\u6570\u636e\u91c7\u96c6\u76f2\u533a\uff1b\n<\/li>\n<li><strong>\u5b89\u5168\u5408\u89c4<\/strong>\uff1a\u5728\u8fb9\u7f18\u8282\u70b9\u542f\u7528<strong>\u6570\u636e\u8131\u654f<\/strong>\u4e0e<strong>\u7aef\u5230\u7aef\u52a0\u5bc6<\/strong>\uff0c\u9632\u6b62\u6027\u80fd\u6570\u636e\u6cc4\u9732\uff1b\n<\/li>\n<li><strong>\u6210\u672c\u63a7\u5236<\/strong>\uff1a\u91c7\u7528\u57fa\u4e8e\u5de5\u4f5c\u8d1f\u8f7d\u7684\u5f39\u6027\u8ba1\u8d39\u6a21\u5f0f\uff0c\u907f\u514d\u4e3a\u95f2\u7f6e\u8fb9\u7f18\u8d44\u6e90\u652f\u4ed8\u989d\u5916\u76d1\u63a7\u8d39\u7528\u3002\n<\/li>\n<\/ul>\n<p>\u67d0\u7269\u6d41\u4f01\u4e1a\u7684\u5b9e\u8df5\u5370\u8bc1\u4e86\u4e0a\u8ff0\u7b56\u7565\uff1a\u901a\u8fc7\u5c06\u4e91\u539f\u751fAPM\u4e0e\u8fb9\u7f18\u7f51\u5173\u96c6\u6210\uff0c\u5176\u5206\u62e3\u4e2d\u5fc3\u7684\u8bbe\u5907\u5f02\u5e38\u8bc6\u522b\u901f\u5ea6\u63d0\u53476\u500d\uff0c\u6bcf\u5e74\u51cf\u5c11\u8fd0\u7ef4\u6210\u672c\u8d85200\u4e07\u5143\u3002<\/p>\n<hr>\n<h3 id=\"\u672a\u6765\u6f14\u8fdb-\u4ece\u53ef\u89c2\u6d4b\u6027\u5230\u81ea\u4e3b\u8fd0\u7ef4\"><strong>\u672a\u6765\u6f14\u8fdb\uff1a\u4ece\u53ef\u89c2\u6d4b\u6027\u5230\u81ea\u4e3b\u8fd0\u7ef4<\/strong><\/h3>\n<p>\u968f\u7740AI\u6280\u672f\u7684\u6e17\u900f\uff0c\u4e91\u539f\u751fAPM\u6b63\u4ece\u201c\u76d1\u63a7\u5de5\u5177\u201d\u5347\u7ea7\u4e3a\u201c\u51b3\u7b56\u4e2d\u67a2\u201d\u3002\u5728\u8fb9\u7f18\u8ba1\u7b97\u573a\u666f\u4e2d\uff0c\u8fd9\u79cd\u8fdb\u5316\u8868\u73b0\u4e3a\u4e24\u7c7b\u8d8b\u52bf\uff1a<\/p>\n<ol>\n<li><strong>\u667a\u80fd<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a><\/strong>\uff1a\u5f53APM\u68c0\u6d4b\u5230\u67d0\u8fb9\u7f18\u8282\u70b9\u5ef6\u8fdf\u7a81\u589e\u65f6\uff0c\u81ea\u52a8\u8c03\u7528\u65e5\u5fd7\u670d\u52a1\u3001\u57fa\u7840\u8bbe\u65bd\u76d1\u63a7\u6570\u636e\uff0c\u751f\u6210\u5305\u542b\u7f51\u7edc\u6296\u52a8\u3001\u78c1\u76d8IO\u3001\u90bb\u5c45\u8282\u70b9\u72b6\u6001\u7684\u591a\u7ef4\u5ea6\u8bca\u65ad\u62a5\u544a\uff1b\n<\/li>\n<li><strong>\u81ea\u52a8\u5316\u4fee\u590d<\/strong>\uff1a\u901a\u8fc7\u4e0e\u8fb9\u7f18\u7f16\u6392\u7cfb\u7edf\uff08\u5982KubeEdge\uff09\u96c6\u6210\uff0cAPM\u53ef\u6267\u884c\u9884\u8bbe\u7684\u4fee\u590d\u52a8\u4f5c\u2014\u2014\u4f8b\u5982\u91cd\u542f\u5f02\u5e38\u5bb9\u5668\u3001\u5207\u6362\u6d41\u91cf\u81f3\u5907\u7528\u8282\u70b9\uff0c\u751a\u81f3\u89e6\u53d1\u8fb9\u7f18\u51fd\u6570\u7684\u7070\u5ea6\u53d1\u5e03\u3002\n<\/li>\n<\/ol>\n<p>\u672a\u6765\u7684\u4e91\u539f\u751fAPM\u4e0d\u4ec5\u662f\u6027\u80fd\u7684\u201c\u6674\u96e8\u8868\u201d\uff0c\u66f4\u662f\u7ef4\u6301\u8fb9\u7f18\u8ba1\u7b97\u7a33\u5b9a\u6027\u7684\u201c\u81ea\u52a8\u9a7e\u9a76\u7cfb\u7edf\u201d\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u524d\u8a00 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