{"id":33815,"date":"2025-03-07T11:14:24","date_gmt":"2025-03-07T03:14:24","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=33815"},"modified":"2025-03-07T11:14:24","modified_gmt":"2025-03-07T03:14:24","slug":"%e4%ba%91%e5%8e%9f%e7%94%9fapm%e5%a6%82%e4%bd%95%e5%ae%9e%e7%8e%b0%e5%ae%9e%e6%97%b6%e6%80%a7%e8%83%bd%e5%88%86%e6%9e%90%e4%b8%8e%e8%af%8a%e6%96%ad%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/33815.html","title":{"rendered":"\u4e91\u539f\u751fAPM\u5982\u4f55\u5b9e\u73b0\u5b9e\u65f6\u6027\u80fd\u5206\u6790\u4e0e\u8bca\u65ad\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/03\/zc12X8.jpg\" alt=\"\u4e91\u539f\u751fAPM\u5982\u4f55\u5b9e\u73b0\u5b9e\u65f6\u6027\u80fd\u5206\u6790\u4e0e\u8bca\u65ad\uff1f\" ><\/p>\n<\/p>\n<p><strong>\u524d\u8a00<\/strong><br \/>\n\u5728\u6570\u5b57\u5316\u8f6c\u578b\u7684\u6d6a\u6f6e\u4e2d\uff0c\u4f01\u4e1a\u7eb7\u7eb7\u5c06\u4e1a\u52a1\u8fc1\u79fb\u81f3\u4e91\u7aef\uff0c\u4e91\u539f\u751f\u67b6\u6784\u51ed\u501f\u5176\u5f39\u6027\u3001\u654f\u6377\u6027\u548c\u53ef\u6269\u5c55\u6027\u6210\u4e3a\u4e3b\u6d41\u9009\u62e9\u3002\u7136\u800c\uff0c\u968f\u7740\u5fae\u670d\u52a1\u3001\u5bb9\u5668\u5316\u548c\u52a8\u6001\u7f16\u6392\u6280\u672f\u7684\u666e\u53ca\uff0c\u5e94\u7528\u7cfb\u7edf\u7684\u590d\u6742\u6027\u5448\u6307\u6570\u7ea7\u589e\u957f\u3002\u4e00\u6b21\u7b80\u5355\u7684\u7528\u6237\u8bf7\u6c42\u53ef\u80fd\u8de8\u8d8a\u6570\u5341\u4e2a\u670d\u52a1\u8282\u70b9\uff0c\u4f20\u7edf\u7684\u6027\u80fd\u76d1\u63a7\u5de5\u5177\u5df2\u96be\u4ee5\u5e94\u5bf9\u8fd9\u79cd\u5206\u5e03\u5f0f\u73af\u5883\u4e0b\u7684\u6311\u6218\u3002<strong>\u4e91\u539f\u751fAPM\uff08Application Performance Monitoring\uff09<\/strong>\u5e94\u8fd0\u800c\u751f\uff0c\u5b83\u901a\u8fc7\u5b9e\u65f6\u6027\u80fd\u5206\u6790\u4e0e\u8bca\u65ad\uff0c\u5e2e\u52a9\u4f01\u4e1a\u7a7f\u900f\u590d\u6742\u7cfb\u7edf\u7684\u8ff7\u96fe\uff0c\u7cbe\u51c6\u5b9a\u4f4d\u95ee\u9898\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8\u4e91\u539f\u751fAPM\u7684\u6838\u5fc3\u6280\u672f\u8def\u5f84\uff0c\u63ed\u793a\u5176\u5982\u4f55\u5b9e\u73b0\u4ece\u6570\u636e\u91c7\u96c6\u5230\u667a\u80fd\u51b3\u7b56\u7684\u5168\u94fe\u8def\u95ed\u73af\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-\u4e91\u539f\u751fapm\u7684\u6280\u672f\u67b6\u6784\u6f14\u8fdb\">\u4e00\u3001<strong>\u4e91\u539f\u751fAPM\u7684\u6280\u672f\u67b6\u6784\u6f14\u8fdb<\/strong><\/h3>\n<p>\u4e91\u539f\u751f\u73af\u5883\u7684\u6838\u5fc3\u7279\u5f81\u5728\u4e8e\u52a8\u6001\u6027\u548c\u5206\u5e03\u5f0f\u3002\u4f20\u7edf\u7684\u5355\u4f53\u76d1\u63a7\u5de5\u5177\u4f9d\u8d56\u9759\u6001\u914d\u7f6e\uff0c\u800c\u4e91\u539f\u751fAPM\u9700\u9002\u914d\u5fae\u670d\u52a1\u3001Kubernetes\u96c6\u7fa4\u3001Serverless\u7b49\u573a\u666f\uff0c\u5176\u67b6\u6784\u8bbe\u8ba1\u9700\u6ee1\u8db3<strong>\u8f7b\u91cf\u5316\u3001\u81ea\u9002\u5e94\u3001\u9ad8\u541e\u5410<\/strong>\u7684\u8981\u6c42\u3002<\/p>\n<ol>\n<li>\n<p><strong>\u65e0\u4fb5\u5165\u5f0f\u63a2\u9488\u6280\u672f<\/strong><br \/>\n\u73b0\u4ee3APM\u5de5\u5177\u666e\u904d\u91c7\u7528<strong>\u5b57\u8282\u7801\u6ce8\u5165<\/strong>\u6216<strong>Sidecar\u6a21\u5f0f<\/strong>\u5b9e\u73b0\u65e0\u4fb5\u5165\u6570\u636e\u91c7\u96c6\u3002\u4f8b\u5982\uff0cJava\u5e94\u7528\u53ef\u901a\u8fc7Java Agent\u52a8\u6001\u4fee\u6539\u5b57\u8282\u7801\uff0c\u6355\u83b7\u65b9\u6cd5\u6267\u884c\u8017\u65f6\uff1b\u5bb9\u5668\u5316\u73af\u5883\u4e2d\uff0cSidecar\u5bb9\u5668\uff08\u5982Istio Envoy\uff09\u53ef\u62e6\u622a\u670d\u52a1\u95f4\u901a\u4fe1\u6d41\u91cf\uff0c\u751f\u6210\u8c03\u7528\u94fe\u6570\u636e\u3002\u8fd9\u79cd\u65b9\u5f0f\u65e2\u80fd\u907f\u514d\u4ee3\u7801\u6539\u9020\uff0c\u53c8\u80fd\u8986\u76d6\u591a\u8bed\u8a00\u6280\u672f\u6808\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u591a\u7ef4\u6570\u636e\u878d\u5408<\/strong><br \/>\n\u4e91\u539f\u751fAPM\u9700\u6574\u5408\u4e09\u7c7b\u6570\u636e\u6e90\uff1a<\/p>\n<\/li>\n<\/ol>\n<ul>\n<li><strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5206\u5e03\u5f0f\u8ffd\u8e2a<\/a>\u6570\u636e<\/strong>\uff08\u5982OpenTelemetry\u6807\u51c6\u534f\u8bae\uff09\n<\/li>\n<li><strong>\u57fa\u7840\u8bbe\u65bd\u6307\u6807<\/strong>\uff08CPU\u3001\u5185\u5b58\u3001\u7f51\u7edcIO\uff0c\u901a\u8fc7Prometheus\u91c7\u96c6\uff09\n<\/li>\n<li><strong>\u65e5\u5fd7\u4e0e\u4e8b\u4ef6<\/strong>\uff08\u5982Fluentd\u805a\u5408\u7684\u5bb9\u5668\u65e5\u5fd7\uff09<br \/>\n\u901a\u8fc7\u7edf\u4e00\u6570\u636e\u6a21\u578b\uff08\u5982Google\u7684Four Golden Signals\uff1a\u5ef6\u8fdf\u3001\u6d41\u91cf\u3001\u9519\u8bef\u3001\u9971\u548c\u5ea6\uff09\uff0cAPM\u7cfb\u7edf\u53ef\u6784\u5efa\u5168\u5c40\u6027\u80fd\u753b\u50cf\u3002\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u4e8c-\u5b9e\u65f6\u6027\u80fd\u5206\u6790\u7684\u6838\u5fc3\u6280\u672f\">\u4e8c\u3001<strong>\u5b9e\u65f6\u6027\u80fd\u5206\u6790\u7684\u6838\u5fc3\u6280\u672f<\/strong><\/h3>\n<p>\u5b9e\u65f6\u6027\u662f\u4f01\u4e1a\u5e94\u5bf9\u7a81\u53d1\u6545\u969c\u7684\u6838\u5fc3\u8bc9\u6c42\u3002\u4e91\u539f\u751fAPM\u9700\u5728\u79d2\u7ea7\u5185\u5b8c\u6210\u6d77\u91cf\u6570\u636e\u7684\u5904\u7406\u4e0e\u5206\u6790\uff0c\u5176\u5173\u952e\u6280\u672f\u5305\u62ec\uff1a<\/p>\n<ol>\n<li>\n<p><strong>\u6d41\u5f0f\u8ba1\u7b97\u5f15\u64ce<\/strong><br \/>\n\u91c7\u7528<strong>Apache Kafka<\/strong>\u6216<strong>Apache Flink<\/strong>\u6784\u5efa\u5b9e\u65f6\u6d41\u6c34\u7ebf\uff0c\u5bf9Trace\u6570\u636e\u8fdb\u884c\u7a97\u53e3\u805a\u5408\u3002\u4f8b\u5982\uff0c\u7edf\u8ba1\u67d0API\u63a5\u53e3\u7684P99\u5ef6\u8fdf\u65f6\uff0c\u7cfb\u7edf\u9700\u5728\u6ed1\u52a8\u65f6\u95f4\u7a97\u53e3\u5185\u52a8\u6001\u8ba1\u7b97\u767e\u5206\u4f4d\u6570\uff0c\u800c\u975e\u4f9d\u8d56\u79bb\u7ebf\u6279\u5904\u7406\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u65f6\u5e8f\u6570\u636e\u5e93\u4f18\u5316<\/strong><br \/>\n\u9488\u5bf9\u6307\u6807\u6570\u636e\u7684\u9ad8\u5199\u5165\u4e0e\u67e5\u8be2\u8d1f\u8f7d\uff0c<strong>\u65f6\u5e8f\u6570\u636e\u5e93\uff08TSDB\uff09<\/strong>\u5982InfluxDB\u3001TimescaleDB\u901a\u8fc7\u5217\u5f0f\u5b58\u50a8\u3001\u6570\u636e\u538b\u7f29\u548c\u9884\u805a\u5408\u6280\u672f\uff0c\u5b9e\u73b0\u6beb\u79d2\u7ea7\u54cd\u5e94\u3002\u540c\u65f6\uff0c\u7ed3\u5408<strong>\u6301\u7eed\u5256\u6790\uff08Continuous Profiling\uff09<\/strong>\u6280\u672f\uff0c\u53ef\u6355\u83b7\u4ee3\u7801\u7ea7\u70ed\u70b9\uff08\u5982\u67d0\u51fd\u6570CPU\u5360\u7528\u6fc0\u589e\uff09\uff0c\u4e3a\u4f18\u5316\u63d0\u4f9b\u7ec6\u7c92\u5ea6\u4f9d\u636e\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5<\/strong><br \/>\n\u4f20\u7edf\u9608\u503c\u544a\u8b66\u6613\u4ea7\u751f\u8bef\u62a5\uff0c\u65b0\u4e00\u4ee3APM\u5f15\u5165<strong>\u673a\u5668\u5b66\u4e60\u6a21\u578b<\/strong>\uff08\u5982\u5b64\u7acb\u68ee\u6797\u3001LSTM\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b\uff09\uff0c\u81ea\u52a8\u8bc6\u522b\u6d41\u91cf\u7a81\u589e\u3001\u5ef6\u8fdf\u6bdb\u523a\u7b49\u5f02\u5e38\u6a21\u5f0f\u3002\u4f8b\u5982\uff0c\u67d0\u7535\u5546\u5e73\u53f0\u901a\u8fc7\u52a8\u6001\u57fa\u7ebf\u7b97\u6cd5\uff0c\u5728\u201c\u53cc11\u201d\u671f\u95f4\u7cbe\u51c6\u533a\u5206\u6b63\u5e38\u6d41\u91cf\u9ad8\u5cf0\u4e0e\u5f02\u5e38\u670d\u52a1\u963b\u585e\u3002<\/p>\n<\/li>\n<\/ol>\n<hr>\n<h3 id=\"\u4e09-\u667a\u80fd\u8bca\u65ad-\u4ece\u73b0\u8c61\u5230\u6839\u56e0\u7684\u8de8\u8d8a\">\u4e09\u3001<strong>\u667a\u80fd\u8bca\u65ad\uff1a\u4ece\u73b0\u8c61\u5230\u6839\u56e0\u7684\u8de8\u8d8a<\/strong><\/h3>\n<p>\u5b9e\u65f6\u5206\u6790\u4ec5\u80fd\u53d1\u73b0\u95ee\u9898\uff0c\u800c\u8bca\u65ad\u9700\u56de\u7b54\u201c\u4e3a\u4ec0\u4e48\u201d\u3002\u4e91\u539f\u751fAPM\u7684\u667a\u80fd\u8bca\u65ad\u80fd\u529b\u4f53\u73b0\u5728\u4e24\u65b9\u9762\uff1a<\/p>\n<ol>\n<li>\n<p><strong>\u62d3\u6251\u5173\u8054\u5206\u6790<\/strong><br \/>\n\u57fa\u4e8e\u670d\u52a1\u4f9d\u8d56\u56fe\u8c31\uff0c\u7cfb\u7edf\u53ef\u81ea\u52a8\u5b9a\u4f4d\u6545\u969c\u4f20\u64ad\u8def\u5f84\u3002\u4f8b\u5982\uff0c\u5f53\u8ba2\u5355\u670d\u52a1\u54cd\u5e94\u53d8\u6162\u65f6\uff0cAPM\u901a\u8fc7\u8c03\u7528\u94fe\u5206\u6790\u53d1\u73b0\u5176\u4f9d\u8d56\u7684\u5e93\u5b58\u670d\u52a1\u56e0\u6570\u636e\u5e93\u8fde\u63a5\u6c60\u8017\u5c3d\u800c\u963b\u585e\uff0c\u8fdb\u800c\u8ffd\u6eaf\u5230\u67d0\u6b21\u90e8\u7f72\u5bfc\u81f4\u7684\u914d\u7f6e\u9519\u8bef\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u56e0\u679c\u63a8\u7406\u5f15\u64ce<\/strong><br \/>\n\u5f15\u5165<strong>\u56e0\u679c\u56fe\uff08Causal Graph\uff09<\/strong>\u6a21\u578b\uff0c\u7ed3\u5408\u5386\u53f2\u4e8b\u4ef6\u4e0e\u7cfb\u7edf\u72b6\u6001\uff0c\u63a8\u7406\u6f5c\u5728\u6839\u56e0\u3002\u67d0\u91d1\u878d\u6848\u4f8b\u4e2d\uff0cAPM\u7cfb\u7edf\u901a\u8fc7\u5206\u6790Kubernetes\u8282\u70b9\u8c03\u5ea6\u4e8b\u4ef6\u3001JVM GC\u9891\u7387\u4e0eRedis\u7f13\u5b58\u547d\u4e2d\u7387\u7684\u5173\u8054\u6027\uff0c\u5feb\u901f\u9501\u5b9a\u56e0\u8282\u70b9\u8d44\u6e90\u7ade\u4e89\u5bfc\u81f4\u7684\u95f4\u6b47\u6027\u5ef6\u8fdf\u3002<\/p>\n<\/li>\n<\/ol>\n<hr>\n<h3 id=\"\u56db-\u4e91\u539f\u751fapm\u7684\u5b9e\u8df5\u6311\u6218\u4e0e\u4f18\u5316\u7b56\u7565\">\u56db\u3001<strong>\u4e91\u539f\u751fAPM\u7684\u5b9e\u8df5\u6311\u6218\u4e0e\u4f18\u5316\u7b56\u7565<\/strong><\/h3>\n<p>\u5c3d\u7ba1\u6280\u672f\u65e5\u76ca\u6210\u719f\uff0c\u4f01\u4e1a\u5728\u843d\u5730\u4e91\u539f\u751fAPM\u65f6\u4ecd\u9700\u5e94\u5bf9\u4ee5\u4e0b\u6311\u6218\uff1a<\/p>\n<ol>\n<li>\n<p><strong>\u6570\u636e\u91c7\u6837\u4e0e\u7cbe\u5ea6\u7684\u5e73\u8861<\/strong><br \/>\n\u5168\u91cf\u91c7\u96c6\u6570\u636e\u53ef\u80fd\u5bfc\u81f4\u5b58\u50a8\u6210\u672c\u6fc0\u589e\u3002<strong>\u52a8\u6001\u91c7\u6837\u7b56\u7565<\/strong>\uff08\u5982\u6839\u636e\u9519\u8bef\u7387\u8c03\u6574\u91c7\u6837\u7387\uff09\u548c<strong>\u8fb9\u7f18\u8ba1\u7b97<\/strong>\uff08\u5728\u8282\u70b9\u4fa7\u9884\u8fc7\u6ee4\u566a\u58f0\u6570\u636e\uff09\u6210\u4e3a\u4f18\u5316\u65b9\u5411\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u591a\u73af\u5883\u7edf\u4e00\u89c2\u6d4b<\/strong><br \/>\n\u6df7\u5408\u4e91\u4e0e\u8fb9\u7f18\u8ba1\u7b97\u573a\u666f\u4e0b\uff0cAPM\u9700\u517c\u5bb9\u865a\u62df\u673a\u3001\u5bb9\u5668\u3001Serverless\u7b49\u591a\u79cd\u8fd0\u884c\u65f6\u3002<strong>OpenTelemetry<\/strong>\u4f5c\u4e3aCNCF\u6807\u51c6\uff0c\u901a\u8fc7\u7edf\u4e00SDK\u548c\u6536\u96c6\u5668\uff0c\u6b63\u5728\u9010\u6b65\u89e3\u51b3\u5f02\u6784\u73af\u5883\u7684\u6570\u636e\u6807\u51c6\u5316\u95ee\u9898\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u5b89\u5168\u4e0e\u5408\u89c4<\/strong><br \/>\nAPM\u7cfb\u7edf\u53ef\u80fd\u91c7\u96c6\u654f\u611f\u4e1a\u52a1\u6570\u636e\uff08\u5982HTTP\u8bf7\u6c42\u53c2\u6570\uff09\u3002\u91c7\u7528<strong>\u6570\u636e\u8131\u654f<\/strong>\u3001<strong>\u7aef\u5230\u7aef\u52a0\u5bc6<\/strong>\uff08\u5982TLS\u4f20\u8f93\uff09\u548c\u57fa\u4e8eRBAC\u7684\u6743\u9650\u63a7\u5236\uff0c\u662f\u4fdd\u969c\u5408\u89c4\u7684\u5fc5\u8981\u63aa\u65bd\u3002<\/p>\n<\/li>\n<\/ol>\n<hr>\n<h3 id=\"\u4e94-\u884c\u4e1a\u5e94\u7528\u573a\u666f\u89e3\u6790\">\u4e94\u3001<strong>\u884c\u4e1a\u5e94\u7528\u573a\u666f\u89e3\u6790<\/strong><\/h3>\n<ol>\n<li>\n<p><strong>\u7535\u5546\u5927\u4fc3\u4fdd\u969c<\/strong><br \/>\n\u67d0\u5934\u90e8\u7535\u5546\u901a\u8fc7APM\u7684<strong>\u5b9e\u65f6\u6d41\u91cf\u67d3\u8272<\/strong>\u529f\u80fd\uff0c\u533a\u5206\u4e0d\u540c\u8425\u9500\u6d3b\u52a8\u7684\u8bf7\u6c42\u8def\u5f84\uff0c\u5e76\u7ed3\u5408\u81ea\u52a8\u6269\u7f29\u5bb9\u7b56\u7565\uff0c\u57285\u5206\u949f\u5185\u5c06\u6838\u5fc3\u670d\u52a1\u6269\u5bb93\u500d\uff0c\u5e73\u7a33\u652f\u6491\u6bcf\u79d210\u4e07\u7b14\u8ba2\u5355\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u91d1\u878d\u7ea7\u9ad8\u53ef\u7528<\/strong><br \/>\n\u67d0\u94f6\u884c\u5728\u652f\u4ed8\u7cfb\u7edf\u4e2d\u96c6\u6210APM\u7684<strong>\u667a\u80fd\u7194\u65ad\u6a21\u5757<\/strong>\uff0c\u5f53\u6570\u636e\u5e93\u4e3b\u8282\u70b9\u5ef6\u8fdf\u8d85\u8fc7\u9608\u503c\u65f6\uff0c\u81ea\u52a8\u5c06\u8bfb\u8bf7\u6c42\u5207\u6362\u81f3\u5907\u5e93\uff0c\u907f\u514d\u96ea\u5d29\u6548\u5e94\uff0c\u5c06\u6545\u969c\u6062\u590d\u65f6\u95f4\u4ece30\u5206\u949f\u7f29\u77ed\u81f310\u79d2\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u7269\u8054\u7f51\u8fb9\u7f18\u8ba1\u7b97<\/strong><br \/>\n\u67d0\u5236\u9020\u4f01\u4e1a\u5229\u7528APM\u7684<strong>\u8fb9\u7f18\u8282\u70b9\u76d1\u63a7<\/strong>\u529f\u80fd\uff0c\u5b9e\u65f6\u5206\u6790\u6570\u5343\u53f0\u8bbe\u5907\u7684\u4f20\u611f\u5668\u6570\u636e\u6d41\uff0c\u63d0\u524d\u9884\u6d4b\u673a\u68b0\u6545\u969c\uff0c\u5c06\u505c\u673a\u7387\u964d\u4f4e47%\u3002<\/p>\n<\/li>\n<\/ol>\n<hr>\n<h3 id=\"\u516d-\u672a\u6765\u8d8b\u52bf-\u53ef\u89c2\u6d4b\u6027\u9a71\u52a8devops\u8fdb\u5316\">\u516d\u3001<strong>\u672a\u6765\u8d8b\u52bf\uff1a\u53ef\u89c2\u6d4b\u6027\u9a71\u52a8DevOps\u8fdb\u5316<\/strong><\/h3>\n<p>\u968f\u7740\u4e91\u539f\u751f\u6280\u672f\u6808\u7684\u8fed\u4ee3\uff0cAPM\u6b63\u4ece\u201c\u76d1\u63a7\u5de5\u5177\u201d\u8fdb\u5316\u4e3a\u201c<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0<\/a>\u201d\u3002<strong>AIOps<\/strong>\uff08\u667a\u80fd\u8fd0\u7ef4\uff09\u4e0e<strong>BizDevOps<\/strong>\uff08\u4e1a\u52a1\u4e0e\u8fd0\u7ef4\u534f\u540c\uff09\u7684\u6df1\u5ea6\u878d\u5408\uff0c\u5c06\u63a8\u52a8\u4ee5\u4e0b\u53d8\u9769\uff1a<\/p>\n<ul>\n<li><strong>\u9884\u6d4b\u6027\u7ef4\u62a4<\/strong>\uff1a\u57fa\u4e8e\u5386\u53f2\u6570\u636e\u8bad\u7ec3\u6a21\u578b\uff0c\u9884\u5224\u6027\u80fd\u74f6\u9888\u5e76\u4e3b\u52a8\u4f18\u5316\uff1b\n<\/li>\n<li><strong>\u9ec4\u91d1\u4fe1\u53f7\u9a71\u52a8SLO<\/strong>\uff1a\u5c06\u6027\u80fd\u6307\u6807\uff08\u5982\u5ef6\u8fdf\uff09\u76f4\u63a5\u5173\u8054\u4e1a\u52a1\u76ee\u6807\uff08\u5982\u7528\u6237\u7559\u5b58\u7387\uff09\uff1b\n<\/li>\n<li><strong>\u4f4e\u4ee3\u7801\u8bca\u65ad<\/strong>\uff1a\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u751f\u6210<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a>\u62a5\u544a\uff0c\u964d\u4f4e\u8fd0\u7ef4\u95e8\u69db\u3002\n<\/li>\n<\/ul>\n<p>\u4e91\u539f\u751fAPM\u7684\u7ec8\u6781\u76ee\u6807\uff0c\u662f\u4e3a\u4f01\u4e1a\u8d4b\u4e88\u201c\u6570\u5b57\u97e7\u6027\u201d\u2014\u2014\u5728\u590d\u6742\u7cfb\u7edf\u4e2d\u4fdd\u6301\u4e1a\u52a1\u7684\u6301\u7eed\u6027\u4e0e\u53ef\u9760\u6027\u3002\u6b63\u5982Gartner\u6240\u8a00\uff1a\u201c\u53ef\u89c2\u6d4b\u6027\u4e0d\u518d\u662f\u4e00\u79cd\u9009\u9879\uff0c\u800c\u662f\u4e91\u539f\u751f\u65f6\u4ee3\u7684\u751f\u5b58\u80fd\u529b\u3002\u201d<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u524d\u8a00 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