{"id":33743,"date":"2025-03-07T11:06:02","date_gmt":"2025-03-07T03:06:02","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=33743"},"modified":"2025-03-07T11:06:02","modified_gmt":"2025-03-07T03:06:02","slug":"%e5%85%a8%e6%99%af%e6%80%a7%e8%83%bd%e7%9b%91%e6%8e%a7%e5%a6%82%e4%bd%95%e8%af%86%e5%88%ab%e7%b3%bb%e7%bb%9f%e7%93%b6%e9%a2%88%e9%97%ae%e9%a2%98%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/33743.html","title":{"rendered":"\u5168\u666f\u6027\u80fd\u76d1\u63a7\u5982\u4f55\u8bc6\u522b\u7cfb\u7edf\u74f6\u9888\u95ee\u9898\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/03\/cXP07K.jpg\" alt=\"\u5168\u666f\u6027\u80fd\u76d1\u63a7\u5982\u4f55\u8bc6\u522b\u7cfb\u7edf\u74f6\u9888\u95ee\u9898\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\u7684IT\u7cfb\u7edf\u590d\u6742\u5ea6\u5448\u6307\u6570\u7ea7\u589e\u957f\u3002\u4e00\u6b21\u7b80\u5355\u7684\u7528\u6237\u8bf7\u6c42\u80cc\u540e\uff0c\u53ef\u80fd\u6d89\u53ca\u6570\u5341\u4e2a\u5fae\u670d\u52a1\u3001\u6570\u767e\u6b21API\u8c03\u7528\uff0c\u751a\u81f3\u8de8\u591a\u4e2a\u6570\u636e\u4e2d\u5fc3\u534f\u4f5c\u3002\u5f53\u7cfb\u7edf\u51fa\u73b0\u54cd\u5e94\u5ef6\u8fdf\u3001\u670d\u52a1\u4e2d\u65ad\u6216\u8d44\u6e90\u8017\u5c3d\u65f6\uff0c\u5982\u4f55\u5feb\u901f\u5b9a\u4f4d\u95ee\u9898\u6839\u6e90\uff1f\u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u7684\u201c\u76f2\u4eba\u6478\u8c61\u201d\u5f0f\u6392\u67e5\u5df2\u96be\u4ee5\u5e94\u5bf9\u8fd9\u4e00\u6311\u6218\u3002<strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5168\u666f\u6027\u80fd\u76d1\u63a7<\/a><\/strong>\uff08Full-Stack Performance Monitoring\uff09\u4f5c\u4e3a\u4e00\u79cd\u65b0\u578b\u6280\u672f\u8303\u5f0f\uff0c\u901a\u8fc7\u591a\u7ef4\u6570\u636e\u878d\u5408\u4e0e\u667a\u80fd\u5206\u6790\uff0c\u6b63\u5728\u6210\u4e3a\u4f01\u4e1a\u7834\u89e3\u7cfb\u7edf\u74f6\u9888\u7684\u201c\u900f\u89c6\u773c\u201d\u3002\u672c\u6587\u5c06\u4ece\u6280\u672f\u539f\u7406\u3001\u5b9e\u8df5\u65b9\u6cd5\u5230\u6848\u4f8b\u5206\u6790\uff0c\u63ed\u793a\u5168\u666f\u76d1\u63a7\u5982\u4f55\u7cbe\u51c6\u5b9a\u4f4d\u7cfb\u7edf\u6027\u80fd\u7684\u201c\u963f\u5580\u7409\u65af\u4e4b\u8e35\u201d\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-\u5168\u666f\u6027\u80fd\u76d1\u63a7\u7684\u6838\u5fc3\u903b\u8f91-\u4ece-\u5355\u70b9\u89c2\u6d4b-\u5230-\u5168\u5c40\u6d1e\u5bdf\">\u4e00\u3001<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5168\u666f\u6027\u80fd\u76d1\u63a7<\/a>\u7684\u6838\u5fc3\u903b\u8f91\uff1a\u4ece\u201c\u5355\u70b9\u89c2\u6d4b\u201d\u5230\u201c\u5168\u5c40\u6d1e\u5bdf\u201d<\/h3>\n<p>\u4f20\u7edf\u7684\u6027\u80fd\u76d1\u63a7\u5de5\u5177\u5f80\u5f80\u805a\u7126\u4e8e\u5355\u4e00\u7ef4\u5ea6\uff0c\u4f8b\u5982CPU\u4f7f\u7528\u7387\u3001\u5185\u5b58\u5360\u7528\u6216\u7f51\u7edc\u541e\u5410\u91cf\u3002\u8fd9\u79cd\u6a21\u5f0f\u5728\u5206\u5e03\u5f0f\u67b6\u6784\u4e0b\u5b58\u5728\u660e\u663e\u77ed\u677f\uff1a<strong>\u5c40\u90e8\u6307\u6807\u6b63\u5e38\uff0c\u4f46\u6574\u4f53\u6027\u80fd\u53ef\u80fd\u5df2\u6fd2\u4e34\u5d29\u6e83<\/strong>\u3002<br \/>\n<strong>\u5168\u666f\u6027\u80fd\u76d1\u63a7<\/strong>\u901a\u8fc7\u6574\u5408\u56db\u5c42\u5173\u952e\u6570\u636e\uff0c\u6784\u5efa\u5b8c\u6574\u7684\u6027\u80fd\u753b\u50cf\uff1a<\/p>\n<ol>\n<li><strong>\u57fa\u7840\u8bbe\u65bd\u5c42<\/strong>\uff1a\u7269\u7406\u670d\u52a1\u5668\u3001\u865a\u62df\u673a\u3001\u5bb9\u5668\u7684\u8d44\u6e90\u5229\u7528\u7387\uff08CPU\u3001\u5185\u5b58\u3001\u78c1\u76d8I\/O\uff09\uff1b\n<\/li>\n<li><strong>\u5e94\u7528\u5c42<\/strong>\uff1a\u4ee3\u7801\u6267\u884c\u6548\u7387\u3001\u6570\u636e\u5e93\u67e5\u8be2\u8017\u65f6\u3001API\u54cd\u5e94\u65f6\u95f4\uff1b\n<\/li>\n<li><strong>\u7f51\u7edc\u5c42<\/strong>\uff1a\u8de8\u8282\u70b9\u901a\u4fe1\u5ef6\u8fdf\u3001\u5e26\u5bbd\u5360\u7528\u3001TCP\u91cd\u4f20\u7387\uff1b\n<\/li>\n<li><strong>\u7528\u6237\u4f53\u9a8c\u5c42<\/strong>\uff1a\u524d\u7aef\u9875\u9762\u52a0\u8f7d\u901f\u5ea6\u3001\u79fb\u52a8\u7aef\u5d29\u6e83\u7387\u3001\u7528\u6237\u64cd\u4f5c\u8def\u5f84\u5206\u6790\u3002\n<\/li>\n<\/ol>\n<p>\u901a\u8fc7\u5c06\u8fd9\u56db\u4e2a\u5c42\u7ea7\u7684\u6307\u6807\u5173\u8054\u5206\u6790\uff0c\u7cfb\u7edf\u80fd\u591f\u81ea\u52a8\u8bc6\u522b<strong>\u8de8\u5c42\u7ea7\u7684\u6027\u80fd\u74f6\u9888<\/strong>\u3002\u4f8b\u5982\uff0c\u67d0\u7535\u5546\u5e73\u53f0\u7684\u8ba2\u5355\u63d0\u4ea4\u5ef6\u8fdf\uff0c\u53ef\u80fd\u7531\u540e\u7aef\u6570\u636e\u5e93\u9501\u7ade\u4e89\u3001\u4e2d\u95f4\u4ef6\u7ebf\u7a0b\u6c60\u8017\u5c3d\u3001CDN\u8282\u70b9\u8fc7\u8f7d\u5171\u540c\u5bfc\u81f4\u3002\u5168\u666f\u76d1\u63a7\u901a\u8fc7<strong>\u5168\u94fe\u8def\u8ffd\u8e2a<\/strong>\uff08\u5982OpenTelemetry\u6807\u51c6\uff09\uff0c\u5c06\u5206\u6563\u7684\u65e5\u5fd7\u3001\u6307\u6807\u3001\u94fe\u8def\u6570\u636e\u4e32\u8054\uff0c\u8fd8\u539f\u95ee\u9898\u53d1\u751f\u7684\u5b8c\u6574\u4e0a\u4e0b\u6587\u3002<\/p>\n<hr>\n<h3 id=\"\u4e8c-\u8bc6\u522b\u7cfb\u7edf\u74f6\u9888\u7684\u4e09\u5927\u6280\u672f\u624b\u6bb5\">\u4e8c\u3001\u8bc6\u522b\u7cfb\u7edf\u74f6\u9888\u7684\u4e09\u5927\u6280\u672f\u624b\u6bb5<\/h3>\n<h4 id=\"1-\u52a8\u6001\u57fa\u7ebf\u5efa\u6a21\u4e0e\u5f02\u5e38\u68c0\u6d4b\">1. <strong>\u52a8\u6001\u57fa\u7ebf\u5efa\u6a21\u4e0e\u5f02\u5e38\u68c0\u6d4b<\/strong><\/h4>\n<p>\u7cfb\u7edf\u6027\u80fd\u7684\u201c\u6b63\u5e38\u201d\u4e0e\u201c\u5f02\u5e38\u201d\u5e76\u975e\u7edd\u5bf9\u3002<strong>\u52a8\u6001\u57fa\u7ebf<\/strong>\u6280\u672f\u901a\u8fc7\u673a\u5668\u5b66\u4e60\uff08\u5982ARIMA\u3001LSTM\u7b97\u6cd5\uff09\uff0c\u5206\u6790\u5386\u53f2\u6570\u636e\u4e2d\u7684\u5468\u671f\u89c4\u5f8b\u4e0e\u8d8b\u52bf\u53d8\u5316\uff0c\u4e3a\u6bcf\u4e2a\u6307\u6807\u5efa\u7acb\u81ea\u9002\u5e94\u9608\u503c\u3002<br \/>\n\u67d0\u91d1\u878d\u7cfb\u7edf\u5728\u4ea4\u6613\u65e5\u5f00\u76d8\u65f6CPU\u4f7f\u7528\u7387\u901a\u5e38\u8fbe\u523075%\uff0c\u82e5\u6b64\u65f6\u4f20\u7edf\u56fa\u5b9a\u9608\u503c\uff08\u598280%\uff09\u544a\u8b66\uff0c\u53ef\u80fd\u4ea7\u751f\u8bef\u62a5\u3002\u800c\u52a8\u6001\u57fa\u7ebf\u4f1a\u8bc6\u522b\u8fd9\u4e00\u5468\u671f\u6027\u5cf0\u503c\uff0c\u4ec5\u5728\u5b9e\u9645\u4f7f\u7528\u7387\u663e\u8457\u504f\u79bb\u9884\u6d4b\u533a\u95f4\u65f6\u89e6\u53d1\u544a\u8b66\uff0c\u51c6\u786e\u7387\u63d0\u5347\u8d85\u8fc740%\u3002<\/p>\n<h4 id=\"2-\u62d3\u6251\u4f9d\u8d56\u5173\u7cfb\u53ef\u89c6\u5316\">2. <strong>\u62d3\u6251\u4f9d\u8d56\u5173\u7cfb\u53ef\u89c6\u5316<\/strong><\/h4>\n<p>\u5728\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\uff0c\u670d\u52a1\u95f4\u7684\u8c03\u7528\u5173\u7cfb\u53ef\u80fd\u6d89\u53ca\u6570\u767e\u4e2a\u8282\u70b9\u3002<strong>\u62d3\u6251\u6620\u5c04<\/strong>\u6280\u672f\u901a\u8fc7\u81ea\u52a8\u53d1\u73b0\u670d\u52a1\u4f9d\u8d56\uff0c\u751f\u6210\u53ef\u89c6\u5316\u7684\u8c03\u7528\u56fe\u8c31\u3002\u5f53\u67d0\u4e2a\u670d\u52a1\u51fa\u73b0\u6027\u80fd\u52a3\u5316\u65f6\uff0c\u56fe\u8c31\u4f1a\u9ad8\u4eae\u5176\u5f71\u54cd\u7684\u4e0a\u4e0b\u6e38\u8282\u70b9\uff0c\u5e2e\u52a9\u8fd0\u7ef4\u4eba\u5458\u5feb\u901f\u5224\u65ad\u662f\u201c\u6839\u6e90\u6545\u969c\u201d\u8fd8\u662f\u201c\u8fde\u9501\u53cd\u5e94\u201d\u3002<\/p>\n<h4 id=\"3-\u6839\u56e0\u5206\u6790-rca-\u5f15\u64ce\">3. <strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a>\uff08RCA\uff09\u5f15\u64ce<\/strong><\/h4>\n<p>\u5f53\u591a\u4e2a\u6307\u6807\u540c\u65f6\u544a\u8b66\u65f6\uff0c\u4eba\u5de5\u6392\u67e5\u5982\u540c\u5927\u6d77\u635e\u9488\u3002<strong>\u667a\u80fd<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a>\u5f15\u64ce<\/strong>\u901a\u8fc7\u56e0\u679c\u63a8\u65ad\u7b97\u6cd5\uff08\u5982\u8d1d\u53f6\u65af\u7f51\u7edc\uff09\uff0c\u8ba1\u7b97\u5404\u5f02\u5e38\u4e8b\u4ef6\u4e4b\u95f4\u7684\u5173\u8054\u5f3a\u5ea6\uff0c\u8f93\u51fa\u6982\u7387\u6700\u9ad8\u7684\u6839\u672c\u539f\u56e0\u3002\u4f8b\u5982\uff0c\u67d0\u89c6\u9891\u5e73\u53f0\u7684\u5361\u987f\u95ee\u9898\u88ab\u6eaf\u6e90\u81f3\u5bf9\u8c61\u5b58\u50a8\u670d\u52a1\u7684SSL\u63e1\u624b\u8d85\u65f6\uff0c\u800c\u975e\u6700\u521d\u6000\u7591\u7684\u5e26\u5bbd\u4e0d\u8db3\u3002<\/p>\n<hr>\n<h3 id=\"\u4e09-\u5178\u578b\u74f6\u9888\u573a\u666f\u4e0e\u89e3\u51b3\u8def\u5f84\">\u4e09\u3001\u5178\u578b\u74f6\u9888\u573a\u666f\u4e0e\u89e3\u51b3\u8def\u5f84<\/h3>\n<h4 id=\"\u573a\u666f1-\u6570\u636e\u5e93\u6162\u67e5\u8be2\u5f15\u53d1\u7684\u96ea\u5d29\u6548\u5e94\"><strong>\u573a\u666f1\uff1a\u6570\u636e\u5e93\u6162\u67e5\u8be2\u5f15\u53d1\u7684\u96ea\u5d29\u6548\u5e94<\/strong><\/h4>\n<p>\u67d0\u793e\u4ea4\u5e94\u7528\u5728\u9ad8\u5cf0\u65f6\u6bb5\u51fa\u73b0API\u54cd\u5e94\u65f6\u95f4\u9aa4\u589e\uff0c\u4f20\u7edf\u76d1\u63a7\u663e\u793a\u6570\u636e\u5e93CPU\u4f7f\u7528\u7387\u4ec560%\uff0c\u4f46\u5168\u666f\u76d1\u63a7\u7684<strong>SQL\u6267\u884c\u5206\u6790\u6a21\u5757<\/strong>\u53d1\u73b0\uff1a<\/p>\n<ul>\n<li>\u67d0\u6761\u672a\u52a0\u7d22\u5f15\u7684\u67e5\u8be2\u8bed\u53e5\u5360\u603b\u6267\u884c\u65f6\u95f4\u768435%\uff1b\n<\/li>\n<li>\u8fde\u63a5\u6c60\u7b49\u5f85\u7ebf\u7a0b\u6570\u8fbe\u5230\u4e0a\u9650\uff0c\u89e6\u53d1\u670d\u52a1\u964d\u7ea7\u3002<br \/>\n<strong>\u89e3\u51b3\u65b9\u6848<\/strong>\uff1a\u4f18\u5316SQL\u7d22\u5f15+\u8c03\u6574\u8fde\u63a5\u6c60\u914d\u7f6e+\u589e\u52a0\u67e5\u8be2\u7f13\u5b58\u547d\u4e2d\u7387\u3002\n<\/li>\n<\/ul>\n<h4 id=\"\u573a\u666f2-\u5f02\u6b65\u4efb\u52a1\u961f\u5217\u5806\u79ef\u5bfc\u81f4\u8d44\u6e90\u6cc4\u6f0f\"><strong>\u573a\u666f2\uff1a\u5f02\u6b65\u4efb\u52a1\u961f\u5217\u5806\u79ef\u5bfc\u81f4\u8d44\u6e90\u6cc4\u6f0f<\/strong><\/h4>\n<p>\u67d0\u7269\u6d41\u7cfb\u7edf\u591c\u95f4\u6279\u91cf\u4efb\u52a1\u5904\u7406\u5ef6\u8fdf\uff0c\u8d44\u6e90\u76d1\u63a7\u663e\u793a\u5185\u5b58\u4f7f\u7528\u7387\u6b63\u5e38\u3002\u4f46\u901a\u8fc7<strong>\u5168\u94fe\u8def\u8ffd\u8e2a<\/strong>\u53d1\u73b0\uff1a<\/p>\n<ul>\n<li>\u6d88\u606f\u961f\u5217\u6d88\u8d39\u8005\u7ebf\u7a0b\u56e0\u5f02\u5e38\u672a\u91ca\u653e\u9501\uff1b\n<\/li>\n<li>\u6b7b\u9501\u5bfc\u81f4\u65b0\u4efb\u52a1\u65e0\u6cd5\u5206\u914d\u7ebf\u7a0b\uff0c\u961f\u5217\u79ef\u538b\u8d85\u8fc710\u4e07\u6761\u3002<br \/>\n<strong>\u89e3\u51b3\u65b9\u6848<\/strong>\uff1a\u5f15\u5165\u6b7b\u9501\u68c0\u6d4b\u673a\u5236+\u4f18\u5316\u4efb\u52a1\u91cd\u8bd5\u7b56\u7565\u3002\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u56db-\u5b9e\u8df5\u4e2d\u7684\u6311\u6218\u4e0e\u7a81\u7834\">\u56db\u3001\u5b9e\u8df5\u4e2d\u7684\u6311\u6218\u4e0e\u7a81\u7834<\/h3>\n<p>\u5c3d\u7ba1\u5168\u666f\u76d1\u63a7\u80fd\u529b\u5f3a\u5927\uff0c\u4f46\u5728\u843d\u5730\u4e2d\u4ecd\u9700\u514b\u670d\u4e09\u5927\u969c\u788d\uff1a<\/p>\n<ol>\n<li><strong>\u6570\u636e\u91c7\u96c6\u6210\u672c<\/strong>\uff1a\u5f00\u542f\u5168\u91cf\u94fe\u8def\u8ffd\u8e2a\u53ef\u80fd\u5bfc\u81f4\u6027\u80fd\u635f\u8017\u63d0\u53475%-15%\u3002\u901a\u8fc7<strong>\u91c7\u6837\u7b56\u7565\u4f18\u5316<\/strong>\uff08\u5982\u81ea\u9002\u5e94\u91c7\u6837\u3001\u9519\u8bef\u8bf7\u6c42\u5168\u91c7\u6837\uff09\uff0c\u53ef\u5728\u6570\u636e\u5b8c\u6574\u6027\u4e0e\u7cfb\u7edf\u5f00\u9500\u95f4\u53d6\u5f97\u5e73\u8861\u3002\n<\/li>\n<li><strong>\u591a\u6e90\u6570\u636e\u5173\u8054<\/strong>\uff1a\u6765\u81ea<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">Prometheus<\/a>\u3001Jaeger\u3001ELK\u7684\u4e0d\u540c\u6570\u636e\u683c\u5f0f\u9700\u7edf\u4e00\u6807\u51c6\u5316\u3002\u91c7\u7528<strong>OpenTelemetry<\/strong>\u4f5c\u4e3a\u91c7\u96c6\u5c42\u62bd\u8c61\uff0c\u53ef\u5927\u5e45\u964d\u4f4e\u96c6\u6210\u590d\u6742\u5ea6\u3002\n<\/li>\n<li><strong>\u544a\u8b66\u98ce\u66b4\u6291\u5236<\/strong>\uff1a\u7a81\u53d1\u7684\u6027\u80fd\u95ee\u9898\u53ef\u80fd\u89e6\u53d1\u6570\u767e\u6761\u544a\u8b66\u3002\u901a\u8fc7<strong>\u544a\u8b66\u805a\u5408<\/strong>\uff08\u76f8\u4f3c\u544a\u8b66\u5408\u5e76\uff09\u4e0e<strong>\u4f18\u5148\u7ea7\u6392\u5e8f<\/strong>\uff08\u57fa\u4e8e\u4e1a\u52a1\u5f71\u54cd\u8bc4\u5206\uff09\uff0c\u53ef\u5c06\u4eba\u5de5\u5904\u7406\u6548\u7387\u63d0\u53473\u500d\u4ee5\u4e0a\u3002\n<\/li>\n<\/ol>\n<hr>\n<h3 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