{"id":35587,"date":"2025-03-19T10:12:13","date_gmt":"2025-03-19T02:12:13","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=35587"},"modified":"2025-03-19T10:12:13","modified_gmt":"2025-03-19T02:12:13","slug":"%e4%ba%91%e5%8e%9f%e7%94%9fapm%e5%a6%82%e4%bd%95%e6%94%af%e6%8c%81%e5%bc%80%e6%ba%90%e7%94%9f%e6%80%81%e9%9b%86%e6%88%90%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/35587.html","title":{"rendered":"\u4e91\u539f\u751fAPM\u5982\u4f55\u652f\u6301\u5f00\u6e90\u751f\u6001\u96c6\u6210\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/03\/1NOU3758.jpg\" alt=\"\u4e91\u539f\u751fAPM\u5982\u4f55\u652f\u6301\u5f00\u6e90\u751f\u6001\u96c6\u6210\uff1f\" 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id=\"\u4e8c-\u4e91\u539f\u751fapm\u7684\u751f\u6001\u96c6\u6210\u8303\u5f0f\">\u4e8c\u3001\u4e91\u539f\u751fAPM\u7684\u751f\u6001\u96c6\u6210\u8303\u5f0f<\/h3>\n<p>\u73b0\u4ee3APM\u5de5\u5177\u901a\u8fc7<strong>\u4e09\u5c42\u878d\u5408\u67b6\u6784<\/strong>\u7834\u89e3\u5f00\u6e90\u751f\u6001\u7684\u89c2\u6d4b\u56f0\u5c40\uff1a<\/p>\n<ol>\n<li>\n<p><strong>\u534f\u8bae\u5c42\u6807\u51c6\u5316<\/strong><br \/>\n\u91c7\u7528<strong>OpenTelemetry<\/strong>\u4f5c\u4e3a\u7edf\u4e00\u7684\u6570\u636e\u91c7\u96c6\u6807\u51c6\uff0c\u8be5CNCF\u9879\u76ee\u5df2\u83b7\u5f97Jaeger\u3001Prometheus\u7b4985%\u4e3b\u6d41\u5f00\u6e90\u9879\u76ee\u7684\u539f\u751f\u652f\u6301\u3002\u4f8b\u5982\uff0cApache <a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">SkyWalking<\/a>\u901a\u8fc7OTel\u534f\u8bae\u81ea\u52a8\u8bc6\u522bSpring Cloud\u3001Dubbo\u7b49\u6846\u67b6\u7684\u94fe\u8def\u6807\u7b7e\uff0c\u4f7f\u8de8\u8bed\u8a00\u8c03\u7528\u94fe\u8def\u7684\u62fc\u63a5\u8bef\u5dee\u7387\u4ece12%\u964d\u81f30.3%\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u6570\u636e\u5c42\u667a\u80fd\u5316<\/strong><br \/>\n\u5728Kubernetes\u52a8\u6001\u8c03\u5ea6\u573a\u666f\u4e0b\uff0c<strong>\u52a8\u6001\u57fa\u7ebf\u7b97\u6cd5<\/strong>\u80fd\u81ea\u4e3b\u5b66\u4e60\u5f00\u6e90\u7ec4\u4ef6\u7684\u884c\u4e3a\u6a21\u5f0f\u3002\u5f53Cassandra\u6570\u636e\u5e93\u7684\u8bfb\u5ef6\u8fdf\u504f\u79bb\u57fa\u7ebf35%\u65f6\uff0c\u7cfb\u7edf\u4f1a\u81ea\u52a8\u5173\u8054JVM\u5783\u573e\u56de\u6536\u6307\u6807\u548c\u8282\u70b9\u8d44\u6e90\u5229\u7528\u7387\uff0c\u57283\u79d2\u5185\u751f\u6210<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a>\u62a5\u544a\u3002\u67d0\u91d1\u878d\u79d1\u6280\u516c\u53f8\u5b9e\u8df5\u663e\u793a\uff0c\u8fd9\u79cd\u667a\u80fd\u5173\u8054\u4f7f\u6545\u969c\u6392\u67e5\u6548\u7387\u63d0\u5347\u4e866\u500d\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u751f\u6001\u5c42\u5f00\u653e\u5316<\/strong><br \/>\n\u9886\u5148\u7684APM\u5e73\u53f0\u5982Grafana Labs\uff0c\u901a\u8fc7<strong>\u63d2\u4ef6\u5e02\u573a<\/strong>\u96c6\u6210\u4e86200+\u5f00\u6e90\u7ec4\u4ef6\u7684\u6570\u636e\u6e90\u3002\u8fd0\u7ef4\u4eba\u5458\u53ea\u9700\u5728Grafana\u4eea\u8868\u76d8\u62d6\u62fdPrometheus\u7684QPS\u6307\u6807\u548cZipkin\u7684P99\u5ef6\u8fdf\u66f2\u7ebf\uff0c\u5373\u53ef\u6784\u5efa\u8de8\u7cfb\u7edf\u7684\u6027\u80fd\u70ed\u529b\u56fe\u3002\u8fd9\u79cd&rdquo;\u4e50\u9ad8\u5f0f&rdquo;\u96c6\u6210\uff0c\u8ba9\u5f00\u6e90\u5de5\u5177\u7684\u534f\u540c\u4ef7\u503c\u63d0\u5347\u4e8640%\u4ee5\u4e0a\u3002<\/p>\n<\/li>\n<\/ol>\n<hr>\n<h3 id=\"\u4e09-\u5173\u952e\u6280\u672f\u7684\u6df1\u5ea6\u89e3\u8026\u5b9e\u8df5\">\u4e09\u3001\u5173\u952e\u6280\u672f\u7684\u6df1\u5ea6\u89e3\u8026\u5b9e\u8df5<\/h3>\n<p>\u8981\u8ba9APM\u771f\u6b63\u6210\u4e3a\u5f00\u6e90\u751f\u6001\u7684&rdquo;\u7c98\u5408\u5242&rdquo;\uff0c\u9700\u8981\u7a81\u7834\u4e09\u5927\u6280\u672f\u58c1\u5792\uff1a<\/p>\n<ul>\n<li>\n<p><strong>\u65e0\u4fb5\u5165\u5f0f\u63a2\u9488<\/strong><br \/>\n\u57fa\u4e8eeBPF\u6280\u672f\u5b9e\u73b0\u7684<strong>\u6df1\u5ea6\u5305\u89e3\u6790<\/strong>\uff0c\u53ef\u5728\u4e0d\u4fee\u6539\u4ee3\u7801\u7684\u60c5\u51b5\u4e0b\u6355\u83b7gRPC\u3001HTTP\/2\u7b49\u534f\u8bae\u7684\u901a\u4fe1\u7ec6\u8282\u3002\u5f53Envoy\u4ee3\u7406\u51fa\u73b0\u5f02\u5e38\u91cd\u8bd5\u65f6\uff0c\u63a2\u9488\u80fd\u81ea\u52a8\u6807\u8bb0\u51fa\u5bf9\u5e94\u7684Dubbo\u670d\u52a1\u8282\u70b9\uff0c\u4f7f\u7f51\u7edc\u5c42\u95ee\u9898\u5b9a\u4f4d\u901f\u5ea6\u63d0\u534780%\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u591a\u6a21\u6001\u6570\u636e\u878d\u5408<\/strong><br \/>\n\u901a\u8fc7\u5c06\u94fe\u8def\u8ffd\u8e2a\uff08Tracing\uff09\u3001\u6307\u6807\uff08Metrics\uff09\u3001\u65e5\u5fd7\uff08Logs\uff09\u7edf\u4e00\u5230<strong>\u65f6\u7a7a\u5e8f\u5217\u6570\u636e\u5e93<\/strong>\uff0cAPM\u7cfb\u7edf\u80fd\u5b9e\u73b0\u6beb\u79d2\u7ea7\u7684\u591a\u7ef4\u5173\u8054\u67e5\u8be2\u3002\u4f8b\u5982\uff0c\u5f53\u68c0\u6d4b\u5230MySQL\u6162\u67e5\u8be2\u6fc0\u589e\uff0c\u7cfb\u7edf\u53ef\u5373\u65f6\u56de\u6eaf\u523010\u5206\u949f\u524d\u90e8\u7f72\u7684Elasticsearch\u7d22\u5f15\u53d8\u66f4\u64cd\u4f5c\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u7b56\u7565\u5373\u4ee3\u7801\uff08Policy as Code\uff09<\/strong><br \/>\n\u5f00\u6e90\u7ec4\u4ef6\u5f80\u5f80\u7f3a\u4e4f\u7edf\u4e00\u7684\u914d\u7f6e\u7ba1\u7406\u754c\u9762\u3002\u91c7\u7528<strong>\u58f0\u660e\u5f0f\u7b56\u7565\u5f15\u64ce<\/strong>\u540e\uff0c\u8fd0\u7ef4\u4eba\u5458\u53ef\u7528YAML\u6587\u4ef6\u5b9a\u4e49Redis\u8fde\u63a5\u6c60\u7684\u76d1\u63a7\u89c4\u5219\uff0c\u8fd9\u4e9b\u7b56\u7565\u4f1a\u81ea\u52a8\u540c\u6b65\u5230\u4e0d\u540c\u73af\u5883\u7684\u76d1\u63a7\u4ee3\u7406\u3002\u67d0\u4e91\u670d\u52a1\u5546\u501f\u6b64\u5b9e\u73b0\u4e86\u5bf98000+Redis\u5b9e\u4f8b\u7684\u6807\u51c6\u5316\u7ba1\u63a7\u3002<\/p>\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u56db-\u5f00\u6e90\u534f\u540c\u7684\u5316\u5b66\u53cd\u5e94\">\u56db\u3001\u5f00\u6e90\u534f\u540c\u7684\u5316\u5b66\u53cd\u5e94<\/h3>\n<p>\u5f53APM\u6df1\u5ea6\u878d\u5165\u5f00\u6e90\u751f\u6001\u65f6\uff0c\u4f1a\u4ea7\u751f\u8fdc\u8d85\u5de5\u5177\u96c6\u6210\u7684\u5316\u5b66\u53cd\u5e94\uff1a<\/p>\n<ol>\n<li>\n<p><strong>\u53cd\u9988\u9a71\u52a8\u7684\u4f18\u5316\u95ed\u73af<\/strong><br \/>\nAPM\u91c7\u96c6\u7684\u751f\u4ea7\u73af\u5883\u6570\u636e\uff0c\u6b63\u5728\u53cd\u5411\u5851\u9020\u5f00\u6e90\u9879\u76ee\u7684\u53d1\u5c55\u65b9\u5411\u3002\u4f8b\u5982\uff0c\u5f53<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">SkyWalking<\/a>\u7edf\u8ba1\u663e\u793a40%\u7684Istio\u7f51\u683c\u6545\u969c\u6e90\u4e8emTLS\u8bc1\u4e66\u8fc7\u671f\uff0c\u793e\u533a\u968f\u5373\u57281.7\u7248\u672c\u4e2d\u589e\u52a0\u4e86\u8bc1\u4e66\u6709\u6548\u671f\u9884\u8b66\u529f\u80fd\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u53ef\u89c2\u6d4b\u6027\u5373\u4ea7\u54c1\u7ade\u4e89\u529b<\/strong><br \/>\nMongoDB\u57285.0\u7248\u672c\u4e2d\u5185\u7f6e\u4e86\u6027\u80fd\u5206\u6790\u63a5\u53e3\uff0c\u901a\u8fc7\u4e0eNew Relic\u7b49APM\u5e73\u53f0\u7684\u9884\u96c6\u6210\uff0c\u4f7f\u5176\u5728\u6570\u636e\u5e93\u9009\u578b\u4e2d\u7684\u6280\u672f\u5f97\u5206\u63d0\u5347\u4e8622%\u3002\u8d8a\u6765\u8d8a\u591a\u7684\u5f00\u6e90\u9879\u76ee\u5c06\u76d1\u63a7\u53cb\u597d\u5ea6\u7eb3\u5165\u6838\u5fc3\u6307\u6807\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u793e\u533a\u534f\u4f5c\u7684\u65b0\u8303\u5f0f<\/strong><br \/>\nCNCF\u7684App Delivery 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