{"id":35895,"date":"2025-03-26T13:51:47","date_gmt":"2025-03-26T05:51:47","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=35895"},"modified":"2025-03-26T13:51:47","modified_gmt":"2025-03-26T05:51:47","slug":"%e5%a6%82%e4%bd%95%e9%80%9a%e8%bf%87%e5%8f%af%e8%a7%82%e6%b5%8b%e6%80%a7%e5%b9%b3%e5%8f%b0%e8%bf%9b%e8%a1%8c%e6%80%a7%e8%83%bd%e5%9f%ba%e5%87%86%e6%b5%8b%e8%af%95%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/35895.html","title":{"rendered":"\u5982\u4f55\u901a\u8fc7\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u8fdb\u884c\u6027\u80fd\u57fa\u51c6\u6d4b\u8bd5\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/03\/YEBp5.jpg\" alt=\"\u5982\u4f55\u901a\u8fc7\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u8fdb\u884c\u6027\u80fd\u57fa\u51c6\u6d4b\u8bd5\uff1f\" ><\/p>\n<\/p>\n<p>\u3010\u524d\u8a00\u3011<br \/>\n\u5728\u6570\u5b57\u5316\u8f6c\u578b\u6d6a\u6f6e\u4e2d\uff0c\u4f01\u4e1a\u7cfb\u7edf\u590d\u6742\u5ea6\u5448\u6307\u6570\u7ea7\u589e\u957f\uff0c\u6027\u80fd\u95ee\u9898\u5df2\u6210\u4e3a\u4e1a\u52a1\u8fde\u7eed\u6027\u7684\u201c\u9690\u5f62\u6740\u624b\u201d\u3002\u4f20\u7edf\u7684\u6027\u80fd\u6d4b\u8bd5\u5de5\u5177\u5f80\u5f80\u5c40\u9650\u4e8e\u6a21\u62df\u8d1f\u8f7d\u548c\u751f\u6210\u62a5\u544a\uff0c\u5374\u96be\u4ee5\u6df1\u5165\u63ed\u793a\u7cfb\u7edf\u74f6\u9888\u7684\u6839\u6e90\u3002\u800c<strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0<\/a><\/strong>\u7684\u5d1b\u8d77\uff0c\u4e3a\u6027\u80fd\u57fa\u51c6\u6d4b\u8bd5\u63d0\u4f9b\u4e86\u5168\u65b0\u7684\u89c6\u89d2\u2014\u2014\u5b83\u4e0d\u4ec5\u80fd\u6355\u6349\u7cfb\u7edf\u8fd0\u884c\u65f6\u7684\u201c\u75c7\u72b6\u201d\uff0c\u66f4\u80fd\u901a\u8fc7\u591a\u7ef4\u6570\u636e\u5173\u8054\uff0c\u7cbe\u51c6\u5b9a\u4f4d\u95ee\u9898\u672c\u8d28\u3002\u5982\u4f55\u5c06\u8fd9\u4e00\u6280\u672f\u878d\u5165\u6027\u80fd\u6d4b\u8bd5\u5168\u6d41\u7a0b\uff1f\u672c\u6587\u5c06\u4e3a\u60a8\u62c6\u89e3\u4ece\u7406\u8bba\u5230\u5b9e\u8df5\u7684\u5173\u952e\u8def\u5f84\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0-\u91cd\u65b0\u5b9a\u4e49\u6027\u80fd\u57fa\u51c6\u6d4b\u8bd5\u7684\u7ef4\u5ea6\">\u4e00\u3001<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0<\/a>\uff1a\u91cd\u65b0\u5b9a\u4e49\u6027\u80fd\u57fa\u51c6\u6d4b\u8bd5\u7684\u7ef4\u5ea6<\/h3>\n<p>\u4f20\u7edf\u7684\u6027\u80fd\u6d4b\u8bd5\u5173\u6ce8<strong>\u54cd\u5e94\u65f6\u95f4\u3001\u541e\u5410\u91cf\u3001\u9519\u8bef\u7387<\/strong>\u7b49\u57fa\u7840\u6307\u6807\uff0c\u4f46\u9762\u5bf9\u5fae\u670d\u52a1\u3001\u5bb9\u5668\u5316\u67b6\u6784\uff0c\u8fd9\u4e9b\u5355\u4e00\u7ef4\u5ea6\u7684\u6570\u636e\u5df2\u65e0\u6cd5\u6ee1\u8db3\u9700\u6c42\u3002<strong>\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u901a\u8fc7\u6574\u5408\u6307\u6807\uff08Metrics\uff09\u3001\u65e5\u5fd7\uff08Logs\uff09\u3001\u8ffd\u8e2a\uff08Traces\uff09\u4e09\u5927\u652f\u67f1<\/strong>\uff0c\u6784\u5efa\u4e86\u7acb\u4f53\u5316\u7684\u89c2\u6d4b\u4f53\u7cfb\uff1a<\/p>\n<ul>\n<li><strong>\u6307\u6807<\/strong>\uff1a\u5b9e\u65f6\u76d1\u63a7CPU\u3001\u5185\u5b58\u3001\u7f51\u7edcI\/O\u7b49\u8d44\u6e90\u6d88\u8017\uff0c\u8bc6\u522b\u6027\u80fd\u62d0\u70b9\uff1b\n<\/li>\n<li><strong>\u65e5\u5fd7<\/strong>\uff1a\u89e3\u6790\u5f02\u5e38\u5806\u6808\u548c\u4e0a\u4e0b\u6587\u4fe1\u606f\uff0c\u5b9a\u4f4d\u4ee3\u7801\u7ea7\u95ee\u9898\uff1b\n<\/li>\n<li><strong>\u8ffd\u8e2a<\/strong>\uff1a\u53ef\u89c6\u5316<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u670d\u52a1\u8c03\u7528\u94fe<\/a>\u8def\uff0c\u53d1\u73b0\u8de8\u7ec4\u4ef6\u5ef6\u8fdf\u74f6\u9888\u3002\n<\/li>\n<\/ul>\n<p>\u67d0\u7535\u5546\u5e73\u53f0\u5728\u201c\u53cc11\u201d\u5927\u4fc3\u524d\uff0c\u901a\u8fc7\u53ef\u89c2\u6d4b\u6027\u5de5\u5177\u53d1\u73b0\u652f\u4ed8\u670d\u52a1\u7684\u6570\u636e\u5e93\u8fde\u63a5\u6c60\u5728\u5cf0\u503c\u538b\u529b\u4e0b\u9891\u7e41\u8d85\u65f6\u3002<strong>\u7ed3\u5408\u65e5\u5fd7\u4e2d\u7684\u7ebf\u7a0b\u963b\u585e\u8bb0\u5f55\u4e0e\u8ffd\u8e2a\u4e2d\u7684\u8de8\u670d\u52a1\u5ef6\u8fdf\u6570\u636e<\/strong>\uff0c\u56e2\u961f\u6700\u7ec8\u4f18\u5316\u4e86\u8fde\u63a5\u6c60\u914d\u7f6e\uff0c\u4f7f\u7cfb\u7edf\u541e\u5410\u91cf\u63d0\u534740%\u3002<\/p>\n<hr>\n<h3 id=\"\u4e8c-\u56db\u6b65\u6784\u5efa\u57fa\u4e8e\u53ef\u89c2\u6d4b\u6027\u7684\u6027\u80fd\u6d4b\u8bd5\u6846\u67b6\">\u4e8c\u3001\u56db\u6b65\u6784\u5efa\u57fa\u4e8e\u53ef\u89c2\u6d4b\u6027\u7684\u6027\u80fd\u6d4b\u8bd5\u6846\u67b6<\/h3>\n<h4 id=\"1-\u6d4b\u8bd5\u73af\u5883\u51c6\u5907-\u4ece\u6df7\u6c8c\u5230\u79e9\u5e8f\"><strong>1. \u6d4b\u8bd5\u73af\u5883\u51c6\u5907\uff1a\u4ece\u6df7\u6c8c\u5230\u79e9\u5e8f<\/strong><\/h4>\n<ul>\n<li><strong>\u57fa\u7840\u8bbe\u65bd\u5bf9\u9f50<\/strong>\uff1a\u786e\u4fdd\u6d4b\u8bd5\u73af\u5883\u4e0e\u751f\u4ea7\u73af\u5883\u7684\u786c\u4ef6\u914d\u7f6e\u3001\u7f51\u7edc\u62d3\u6251\u3001\u4e2d\u95f4\u4ef6\u7248\u672c\u4e00\u81f4\uff1b\n<\/li>\n<li><strong>\u89c2\u6d4b\u5de5\u5177\u96c6\u6210<\/strong>\uff1a\u5728\u5f85\u6d4b\u7cfb\u7edf\u4e2d\u9884\u57cb\u63a2\u9488\uff08\u5982OpenTelemetry Agent\uff09\uff0c\u914d\u7f6e\u6570\u636e\u91c7\u96c6\u7b56\u7565\uff1b\n<\/li>\n<li><strong>\u6df7\u6c8c\u5de5\u7a0b\u6ce8\u5165<\/strong>\uff1a\u901a\u8fc7\u6545\u969c\u6ce8\u5165\u6a21\u62df\u7f51\u7edc\u6296\u52a8\u3001\u8282\u70b9\u5b95\u673a\u7b49\u5f02\u5e38\u573a\u666f\uff0c\u9a8c\u8bc1\u7cfb\u7edf\u7684\u97e7\u6027\u8868\u73b0\u3002\n<\/li>\n<\/ul>\n<blockquote>\n<p><em>\u6848\u4f8b\uff1a\u67d0\u91d1\u878d\u7cfb\u7edf\u5728\u7070\u5ea6\u53d1\u5e03\u524d\uff0c\u5229\u7528\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u5bf9\u6bd4\u6d4b\u8bd5\u73af\u5883\u4e0e\u751f\u4ea7\u73af\u5883\u7684JVM\u5783\u573e\u56de\u6536\u9891\u7387\u5dee\u5f02\uff0c\u63d0\u524d\u89c4\u907f\u5185\u5b58\u6cc4\u6f0f\u98ce\u9669\u3002<\/em><\/p>\n<\/blockquote>\n<h4 id=\"2-\u5173\u952e\u6307\u6807\u5b9a\u4e49-\u4ece-\u6d4b\u4ec0\u4e48-\u5230-\u4e3a\u4f55\u6d4b\"><strong>2. \u5173\u952e\u6307\u6807\u5b9a\u4e49\uff1a\u4ece\u201c\u6d4b\u4ec0\u4e48\u201d\u5230\u201c\u4e3a\u4f55\u6d4b\u201d<\/strong><\/h4>\n<ul>\n<li><strong>\u4e1a\u52a1\u6307\u6807\u4f18\u5148<\/strong>\uff1a\u5c06\u201c\u7528\u6237\u767b\u5f55\u6210\u529f\u7387\u201d\u201c\u8ba2\u5355\u521b\u5efaTPS\u201d\u7b49\u4e1a\u52a1\u76ee\u6807\u8f6c\u5316\u4e3a\u53ef\u91cf\u5316\u7684\u6280\u672f\u6307\u6807\uff1b\n<\/li>\n<li><strong>\u5efa\u7acb\u57fa\u7ebf\u6a21\u578b<\/strong>\uff1a\u57fa\u4e8e\u5386\u53f2\u6570\u636e\u8bbe\u5b9a\u6027\u80fd\u9608\u503c\uff08\u5982API P99\u5ef6\u8fdf\u2264200ms\uff09\uff0c\u52a8\u6001\u8c03\u6574\u544a\u8b66\u89c4\u5219\uff1b\n<\/li>\n<li><strong>\u4f9d\u8d56\u5173\u7cfb\u6620\u5c04<\/strong>\uff1a\u901a\u8fc7\u670d\u52a1\u4f9d\u8d56\u56fe\u8bc6\u522b\u5173\u952e\u8def\u5f84\uff0c\u4f18\u5148\u4fdd\u969c\u6838\u5fc3\u94fe\u8def\u7684\u7a33\u5b9a\u6027\u3002\n<\/li>\n<\/ul>\n<h4 id=\"3-\u6d4b\u8bd5\u6267\u884c\u4e0e\u6570\u636e\u91c7\u96c6-\u4ece\u5355\u70b9\u5230\u5168\u666f\"><strong>3. \u6d4b\u8bd5\u6267\u884c\u4e0e\u6570\u636e\u91c7\u96c6\uff1a\u4ece\u5355\u70b9\u5230\u5168\u666f<\/strong><\/h4>\n<ul>\n<li><strong>\u8d1f\u8f7d\u6a21\u62df\u5de5\u5177\u9009\u62e9<\/strong>\uff1a\u7ed3\u5408JMeter\u3001Locust\u7b49\u5de5\u5177\u751f\u6210\u903c\u771f\u6d41\u91cf\uff0c\u8986\u76d6\u9ad8\u4f4e\u5cf0\u573a\u666f\uff1b\n<\/li>\n<li><strong>\u591a\u7ef4\u5ea6\u6570\u636e\u540c\u6b65\u91c7\u96c6<\/strong>\uff1a\u5728\u538b\u6d4b\u8fc7\u7a0b\u4e2d\uff0c\u540c\u6b65\u8bb0\u5f55\u5bb9\u5668\u8d44\u6e90\u5229\u7528\u7387\u3001\u6570\u636e\u5e93\u9501\u7ade\u4e89\u72b6\u6001\u3001\u6d88\u606f\u961f\u5217\u5806\u79ef\u91cf\u7b49\u6570\u636e\uff1b\n<\/li>\n<li><strong>\u5b9e\u65f6\u4eea\u8868\u76d8\u6784\u5efa<\/strong>\uff1a\u901a\u8fc7Grafana\u6216Prometheus\u5b9a\u5236\u53ef\u89c6\u5316\u770b\u677f\uff0c\u5b9e\u73b0\u6d4b\u8bd5\u8fdb\u5ea6\u7684\u52a8\u6001\u76d1\u63a7\u3002\n<\/li>\n<\/ul>\n<h4 id=\"4-\u6839\u56e0\u5206\u6790\u4e0e\u4f18\u5316-\u4ece\u73b0\u8c61\u5230\u672c\u8d28\"><strong>4. <a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a>\u4e0e\u4f18\u5316\uff1a\u4ece\u73b0\u8c61\u5230\u672c\u8d28<\/strong><\/h4>\n<ul>\n<li><strong>\u5173\u8054\u5206\u6790<\/strong>\uff1a\u5c06\u7a81\u589e\u7684\u9519\u8bef\u65e5\u5fd7\u4e0e\u540c\u4e00\u65f6\u95f4\u6bb5\u7684CPU\u4f7f\u7528\u7387\u6ce2\u52a8\u5173\u8054\uff0c\u8bc6\u522b\u8d44\u6e90\u7ade\u4e89\u95ee\u9898\uff1b\n<\/li>\n<li><strong>\u94fe\u8def\u8ffd\u8e2a\u4e0b\u94bb<\/strong>\uff1a\u5bf9\u9ad8\u5ef6\u8fdf\u7684API\u8bf7\u6c42\u8fdb\u884c\u5168\u94fe\u8def\u8ffd\u8e2a\uff0c\u5b9a\u4f4d\u5230\u5177\u4f53\u5fae\u670d\u52a1\u6216\u6570\u636e\u5e93\u67e5\u8be2\uff1b\n<\/li>\n<li><strong>A\/B\u6d4b\u8bd5\u9a8c\u8bc1<\/strong>\uff1a\u5bf9\u6bd4\u4f18\u5316\u524d\u540e\u7684\u6027\u80fd\u6570\u636e\uff08\u5982\u7f13\u5b58\u547d\u4e2d\u7387\u63d0\u5347\u5bf9\u54cd\u5e94\u65f6\u95f4\u7684\u5f71\u54cd\uff09\uff0c\u91cf\u5316\u6539\u8fdb\u6548\u679c\u3002\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u4e09-\u5178\u578b\u573a\u666f\u4e0b\u7684\u5b9e\u8df5\u8303\u5f0f\">\u4e09\u3001\u5178\u578b\u573a\u666f\u4e0b\u7684\u5b9e\u8df5\u8303\u5f0f<\/h3>\n<h4 id=\"\u573a\u666f1-\u4e91\u539f\u751f\u5e94\u7528\u7684\u6027\u80fd\u8c03\u4f18\"><strong>\u573a\u666f1\uff1a\u4e91\u539f\u751f\u5e94\u7528\u7684\u6027\u80fd\u8c03\u4f18<\/strong><\/h4>\n<p>\u67d0\u89c6\u9891\u6d41\u5a92\u4f53\u5e73\u53f0\u5728Kubernetes\u96c6\u7fa4\u4e0a\u8fd0\u884c\uff0c\u53d1\u73b0\u90e8\u5206Pod\u5728\u6d41\u91cf\u6fc0\u589e\u65f6\u9891\u7e41\u91cd\u542f\u3002\u901a\u8fc7\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u5206\u6790\uff1a<\/p>\n<ul>\n<li><strong>\u6307\u6807\u5c42\u9762<\/strong>\uff1a\u5185\u5b58\u4f7f\u7528\u7387\u5728\u5d29\u6e83\u524d\u5448\u73b0\u952f\u9f7f\u72b6\u6ce2\u52a8\uff0c\u7591\u4f3c\u5185\u5b58\u6cc4\u6f0f\uff1b\n<\/li>\n<li><strong>\u65e5\u5fd7\u5c42\u9762<\/strong>\uff1aJVM\u5806\u8f6c\u50a8\u6587\u4ef6\u663e\u793a\u5b58\u5728\u672a\u91ca\u653e\u7684FFmpeg\u53e5\u67c4\uff1b\n<\/li>\n<li><strong>\u8ffd\u8e2a\u5c42\u9762<\/strong>\uff1a\u89c6\u9891\u8f6c\u7801\u670d\u52a1\u7684\u8c03\u7528\u94fe\u8def\u5b58\u5728\u91cd\u590d\u521d\u59cb\u5316\u64cd\u4f5c\u3002<br \/>\n\u6700\u7ec8\u901a\u8fc7\u4f18\u5316\u8d44\u6e90\u56de\u6536\u903b\u8f91\uff0cPod\u5d29\u6e83\u7387\u4e0b\u964d90%\u3002\n<\/li>\n<\/ul>\n<h4 id=\"\u573a\u666f2-\u9057\u7559\u7cfb\u7edf\u73b0\u4ee3\u5316\u6539\u9020\"><strong>\u573a\u666f2\uff1a\u9057\u7559\u7cfb\u7edf\u73b0\u4ee3\u5316\u6539\u9020<\/strong><\/h4>\n<p>\u4e00\u5bb6\u4f20\u7edf\u96f6\u552e\u4f01\u4e1a\u5c06\u5355\u4f53\u67b6\u6784\u62c6\u5206\u4e3a\u5fae\u670d\u52a1\u540e\uff0c\u906d\u9047\u63a5\u53e3\u8d85\u65f6\u95ee\u9898\u3002\u501f\u52a9\u8ffd\u8e2a\u6570\u636e\u53d1\u73b0\uff1a<\/p>\n<ul>\n<li>\u8eab\u4efd\u9a8c\u8bc1\u670d\u52a1\u56e0\u540c\u6b65\u8c03\u7528\u8ba1\u8d39\u670d\u52a1\uff0c\u5bfc\u81f4\u7ebf\u7a0b\u963b\u585e\uff1b\n<\/li>\n<li>\u901a\u8fc7\u5f02\u6b65\u6d88\u606f\u961f\u5217\u89e3\u8026\u540e\uff0c\u63a5\u53e3\u5e73\u5747\u54cd\u5e94\u65f6\u95f4\u4ece800ms\u964d\u81f3120ms\u3002\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u56db-\u907f\u5f00\u5e38\u89c1\u9677\u9631-\u53ef\u89c2\u6d4b\u6027\u843d\u5730\u7684\u4e09\u5927\u539f\u5219\">\u56db\u3001\u907f\u5f00\u5e38\u89c1\u9677\u9631\uff1a\u53ef\u89c2\u6d4b\u6027\u843d\u5730\u7684\u4e09\u5927\u539f\u5219<\/h3>\n<ol>\n<li>\n<p><strong>\u907f\u514d\u6570\u636e\u8fc7\u8f7d<\/strong><br \/>\n<em>\u201c\u4e0d\u662f\u6240\u6709\u6570\u636e\u90fd\u6709\u4ef7\u503c\u201d<\/em>\u2014\u2014\u805a\u7126\u4e0e\u4e1a\u52a1\u76ee\u6807\u5f3a\u76f8\u5173\u7684\u6307\u6807\uff0c\u901a\u8fc7\u91c7\u6837\u7b56\u7565\u964d\u4f4e\u5b58\u50a8\u6210\u672c\u3002\u4f8b\u5982\uff0c\u4ec5\u5bf9\u9519\u8bef\u7387\u8d85\u8fc71%\u7684\u63a5\u53e3\u5f00\u542f\u5168\u91cf\u65e5\u5fd7\u91c7\u96c6\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u8b66\u60d5\u5de5\u5177\u788e\u7247\u5316<\/strong><br \/>\n\u7edf\u4e00\u89c2\u6d4b\u6570\u636e\u683c\u5f0f\uff08\u5982OpenTelemetry\u6807\u51c6\uff09\uff0c\u907f\u514d\u56e0\u591a\u4e2a\u5de5\u5177\u7684\u6570\u636e\u5b64\u5c9b\u589e\u52a0\u5206\u6790\u6210\u672c\u3002\u67d0\u4f01\u4e1a\u66fe\u56e0\u65e5\u5fd7\u3001\u6307\u6807\u5206\u5c5e\u4e0d\u540c\u7cfb\u7edf\uff0c\u8017\u8d393\u5929\u5b9a\u4f4d\u4e00\u4e2a\u8de8\u5c42\u95ee\u9898\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u5efa\u7acb\u6027\u80fd\u6587\u5316<\/strong><br \/>\n\u5c06\u6027\u80fd\u57fa\u51c6\u6d4b\u8bd5\u7eb3\u5165CI\/CD\u6d41\u6c34\u7ebf\uff0c\u8bbe\u7f6e\u8d28\u91cf\u95e8\u7981\u3002\u6bcf\u6b21\u4ee3\u7801\u63d0\u4ea4\u540e\u81ea\u52a8\u8fd0\u884c\u6d4b\u8bd5\u7528\u4f8b\uff0c\u5e76\u901a\u8fc7\u89c2\u6d4b\u6570\u636e\u751f\u6210\u53ef\u89c6\u5316\u62a5\u544a\uff0c\u63a8\u52a8\u5f00\u53d1\u56e2\u961f\u5f62\u6210\u6027\u80fd\u4f18\u5148\u610f\u8bc6\u3002<\/p>\n<\/li>\n<\/ol>\n<hr>\n<h3 id=\"\u4e94-\u672a\u6765\u6f14\u8fdb-ai\u9a71\u52a8\u7684\u667a\u80fd\u5206\u6790\">\u4e94\u3001\u672a\u6765\u6f14\u8fdb\uff1aAI\u9a71\u52a8\u7684\u667a\u80fd\u5206\u6790<\/h3>\n<p>\u968f\u7740\u673a\u5668\u5b66\u4e60\u6280\u672f\u7684\u6e17\u900f\uff0c\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u6b63\u4ece\u201c\u4e8b\u540e\u5206\u6790\u201d\u8f6c\u5411\u201c\u4e8b\u524d\u9884\u6d4b\u201d\uff1a<\/p>\n<ul>\n<li><strong>\u5f02\u5e38\u68c0\u6d4b<\/strong>\uff1a\u57fa\u4e8e\u5386\u53f2\u6570\u636e\u8bad\u7ec3\u6a21\u578b\uff0c\u81ea\u52a8\u8bc6\u522b\u504f\u79bb\u57fa\u7ebf\u7684\u6027\u80fd\u6ce2\u52a8\uff1b\n<\/li>\n<li><strong>\u6839\u56e0\u63a8\u8350<\/strong>\uff1a\u901a\u8fc7\u56fe\u7b97\u6cd5\u5206\u6790\u670d\u52a1\u4f9d\u8d56\u5173\u7cfb\uff0c\u63a8\u8350\u6700\u53ef\u80fd\u7684\u6545\u969c\u6e90\u5934\uff1b\n<\/li>\n<li><strong>\u81ea\u52a8\u4fee\u590d<\/strong>\uff1a\u7ed3\u5408ChatGPT\u7c7b\u6a21\u578b\u751f\u6210\u4fee\u590d\u5efa\u8bae\uff0c\u5982\u201c\u68c0\u6d4b\u5230MySQL\u6162\u67e5\u8be2\u6fc0\u589e\uff0c\u5efa\u8bae\u4e3auser\u8868\u6dfb\u52a0\u7d22\u5f15\uff1a<code>ALTER TABLE user ADD INDEX idx_status (status)<\/code>\u201d\u3002\n<\/li>\n<\/ul>\n<p>\uff08\u5168\u6587\u5b8c\uff09<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u3010\u524d\u8a00\u3011 \u5728\u6570\u5b57\u5316\u8f6c\u578b\u6d6a\u6f6e\u4e2d\uff0c\u4f01\u4e1a\u7cfb\u7edf\u590d\u6742\u5ea6\u5448\u6307\u6570\u7ea7\u589e\u957f\uff0c\u6027\u80fd\u95ee\u9898\u5df2\u6210\u4e3a\u4e1a\u52a1\u8fde\u7eed\u6027\u7684\u201c\u9690\u5f62\u6740\u624b\u201d\u3002\u4f20\u7edf\u7684\u6027\u80fd\u6d4b\u8bd5\u5de5\u5177\u5f80\u5f80\u5c40\u9650\u4e8e\u6a21\u62df\u8d1f\u8f7d\u548c\u751f\u6210\u62a5\u544a\uff0c\u5374\u96be\u4ee5\u6df1\u5165\u63ed\u793a\u7cfb\u7edf\u74f6\u9888\u7684\u6839\u6e90\u3002\u800c\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u7684\u5d1b\u8d77\uff0c\u4e3a\u6027\u80fd\u57fa\u51c6\u6d4b\u8bd5\u63d0\u4f9b\u4e86\u5168\u65b0\u7684\u89c6\u89d2\u2014\u2014\u5b83\u4e0d\u4ec5\u80fd\u6355\u6349\u7cfb\u7edf\u8fd0\u884c\u65f6\u7684\u201c\u75c7\u72b6\u201d\uff0c\u66f4\u80fd\u901a\u8fc7\u591a\u7ef4\u6570\u636e\u5173\u8054\uff0c\u7cbe\u51c6\u5b9a\u4f4d\u95ee\u9898\u672c\u8d28\u3002\u5982\u4f55\u5c06\u8fd9\u4e00\u6280\u672f\u878d\u5165\u6027\u80fd\u6d4b\u8bd5\u5168\u6d41\u7a0b\uff1f\u672c\u6587\u5c06\u4e3a\u60a8\u62c6\u89e3\u4ece\u7406\u8bba\u5230\u5b9e\u8df5\u7684\u5173\u952e\u8def\u5f84\u3002 \u4e00\u3001\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\uff1a\u91cd\u65b0\u5b9a\u4e49\u6027\u80fd\u57fa\u51c6\u6d4b\u8bd5\u7684\u7ef4\u5ea6 \u4f20\u7edf\u7684\u6027\u80fd\u6d4b\u8bd5\u5173\u6ce8\u54cd\u5e94\u65f6\u95f4\u3001\u541e\u5410\u91cf\u3001\u9519\u8bef\u7387\u7b49\u57fa\u7840\u6307\u6807\uff0c\u4f46\u9762\u5bf9\u5fae\u670d\u52a1\u3001\u5bb9\u5668\u5316\u67b6\u6784\uff0c\u8fd9\u4e9b\u5355\u4e00\u7ef4\u5ea6\u7684\u6570\u636e\u5df2\u65e0\u6cd5\u6ee1\u8db3\u9700\u6c42\u3002\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u901a\u8fc7\u6574\u5408\u6307\u6807\uff08Metrics\uff09\u3001\u65e5\u5fd7\uff08Logs\uff09\u3001\u8ffd\u8e2a\uff08Traces\uff09\u4e09\u5927\u652f\u67f1\uff0c\u6784\u5efa\u4e86\u7acb\u4f53\u5316\u7684\u89c2\u6d4b\u4f53\u7cfb\uff1a \u6307\u6807\uff1a\u5b9e\u65f6\u76d1\u63a7CPU\u3001\u5185\u5b58\u3001\u7f51\u7edcI\/O\u7b49\u8d44\u6e90\u6d88\u8017\uff0c\u8bc6\u522b\u6027\u80fd\u62d0\u70b9\uff1b \u65e5\u5fd7\uff1a\u89e3\u6790\u5f02\u5e38\u5806\u6808\u548c\u4e0a\u4e0b\u6587\u4fe1\u606f\uff0c\u5b9a\u4f4d\u4ee3\u7801\u7ea7\u95ee\u9898\uff1b \u8ffd\u8e2a\uff1a\u53ef\u89c6\u5316\u670d\u52a1\u8c03\u7528\u94fe\u8def\uff0c\u53d1\u73b0\u8de8\u7ec4\u4ef6\u5ef6\u8fdf\u74f6\u9888\u3002 \u67d0\u7535\u5546\u5e73\u53f0\u5728\u201c\u53cc11\u201d\u5927\u4fc3\u524d\uff0c\u901a\u8fc7\u53ef\u89c2\u6d4b\u6027\u5de5\u5177\u53d1\u73b0\u652f\u4ed8\u670d\u52a1\u7684\u6570\u636e\u5e93\u8fde\u63a5\u6c60\u5728\u5cf0\u503c\u538b\u529b\u4e0b\u9891\u7e41\u8d85\u65f6\u3002\u7ed3\u5408\u65e5\u5fd7\u4e2d\u7684\u7ebf\u7a0b\u963b\u585e\u8bb0\u5f55\u4e0e\u8ffd\u8e2a\u4e2d\u7684\u8de8\u670d\u52a1\u5ef6\u8fdf\u6570\u636e\uff0c\u56e2\u961f\u6700\u7ec8\u4f18\u5316\u4e86\u8fde\u63a5\u6c60\u914d\u7f6e\uff0c\u4f7f\u7cfb\u7edf\u541e\u5410\u91cf\u63d0\u534740%\u3002 \u4e8c\u3001\u56db\u6b65\u6784\u5efa\u57fa\u4e8e\u53ef\u89c2\u6d4b\u6027\u7684\u6027\u80fd\u6d4b\u8bd5\u6846\u67b6 1. \u6d4b\u8bd5\u73af\u5883\u51c6\u5907\uff1a\u4ece\u6df7\u6c8c\u5230\u79e9\u5e8f \u57fa\u7840\u8bbe\u65bd\u5bf9\u9f50\uff1a\u786e\u4fdd\u6d4b\u8bd5\u73af\u5883\u4e0e\u751f\u4ea7\u73af\u5883\u7684\u786c\u4ef6\u914d\u7f6e\u3001\u7f51\u7edc\u62d3\u6251\u3001\u4e2d\u95f4\u4ef6\u7248\u672c\u4e00\u81f4\uff1b \u89c2\u6d4b\u5de5\u5177\u96c6\u6210\uff1a\u5728\u5f85\u6d4b\u7cfb\u7edf\u4e2d\u9884\u57cb\u63a2\u9488\uff08\u5982OpenTelemetry Agent\uff09\uff0c\u914d\u7f6e\u6570\u636e\u91c7\u96c6\u7b56\u7565\uff1b \u6df7\u6c8c\u5de5\u7a0b\u6ce8\u5165\uff1a\u901a\u8fc7\u6545\u969c\u6ce8\u5165\u6a21\u62df\u7f51\u7edc\u6296\u52a8\u3001\u8282\u70b9\u5b95\u673a\u7b49\u5f02\u5e38\u573a\u666f\uff0c\u9a8c\u8bc1\u7cfb\u7edf\u7684\u97e7\u6027\u8868\u73b0\u3002 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