{"id":37419,"date":"2025-04-18T11:24:33","date_gmt":"2025-04-18T03:24:33","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=37419"},"modified":"2025-04-18T11:24:33","modified_gmt":"2025-04-18T03:24:33","slug":"%e4%ba%91%e5%8e%9f%e7%94%9f%e5%8f%af%e8%a7%82%e6%b5%8b%e6%80%a7%e5%9c%a8%e5%88%86%e5%b8%83%e5%bc%8f%e7%b3%bb%e7%bb%9f%e4%b8%ad%e7%9a%84%e4%bd%9c%e7%94%a8%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/37419.html","title":{"rendered":"\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u5728\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e2d\u7684\u4f5c\u7528\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/04\/uDu4t.jpg\" alt=\"\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u5728\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e2d\u7684\u4f5c\u7528\uff1f\" ><\/p>\n<\/p>\n<p><strong>\u524d\u8a00<\/strong><br 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style=\"color:blue\">Prometheus<\/a>\u7b49\u5de5\u5177\u901a\u8fc7\u6293\u53d6CPU\u4f7f\u7528\u7387\u3001\u8bf7\u6c42\u5ef6\u8fdf\u3001\u9519\u8bef\u7387\u7b49\u5173\u952e\u6307\u6807\uff0c\u6784\u5efa\u5b9e\u65f6\u4eea\u8868\u76d8\u3002<em>\u4f8b\u5982\uff0c\u67d0\u7535\u5546\u5e73\u53f0\u7684\u79d2\u6740\u6d3b\u52a8\u4e2d\uff0c\u7a81\u589e\u7684QPS\uff08\u6bcf\u79d2\u67e5\u8be2\u7387\uff09\u82e5\u672a\u53ca\u65f6\u88ab\u76d1\u63a7\uff0c\u53ef\u80fd\u5bfc\u81f4\u6570\u636e\u5e93\u8fde\u63a5\u6c60\u8017\u5c3d\uff0c\u800c\u6307\u6807\u7cfb\u7edf\u53ef\u63d0\u524d\u89e6\u53d1\u81ea\u52a8\u6269\u5bb9<\/em>\u3002<\/p>\n<h4 id=\"3-\u8ffd\u8e2a-\u8bf7\u6c42\u94fe\u8def\u7684-\u5bfc\u822a\u4eea\">3. <strong>\u8ffd\u8e2a\uff1a\u8bf7\u6c42\u94fe\u8def\u7684\u201c\u5bfc\u822a\u4eea\u201d<\/strong><\/h4>\n<p><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5206\u5e03\u5f0f\u8ffd\u8e2a<\/a>\uff08\u5982Jaeger\u6216OpenTelemetry\uff09\u901a\u8fc7\u552f\u4e00\u6807\u8bc6\uff08Trace ID\uff09\u4e32\u8054\u8de8\u670d\u52a1\u7684\u8c03\u7528\u8def\u5f84\u3002\u5b83\u80fd\u76f4\u89c2\u5c55\u793a\u4e00\u6b21\u7528\u6237\u8bf7\u6c42\u7684\u5b8c\u6574\u751f\u547d\u5468\u671f\uff0c\u8bc6\u522b\u9ad8\u5ef6\u8fdf\u7684\u201c\u70ed\u70b9\u201d\u670d\u52a1\u3002\u4f8b\u5982\uff0c\u67d0\u91d1\u878d\u5e94\u7528\u4e2d\uff0c\u652f\u4ed8\u63a5\u53e3\u768499\u5206\u4f4d\u5ef6\u8fdf\u5f02\u5e38\u5347\u9ad8\uff0c\u8ffd\u8e2a\u6570\u636e\u53ef\u80fd\u6307\u5411\u67d0\u4e2a\u7b2c\u4e09\u65b9API\u7684\u54cd\u5e94\u8d85\u65f6\u3002<\/p>\n<hr>\n<h3 id=\"\u4e09-\u53ef\u89c2\u6d4b\u6027\u7684\u6838\u5fc3\u4ef7\u503c-\u4ece-\u770b\u89c1-\u5230-\u9884\u89c1\">\u4e09\u3001\u53ef\u89c2\u6d4b\u6027\u7684\u6838\u5fc3\u4ef7\u503c\uff1a\u4ece\u201c\u770b\u89c1\u201d\u5230\u201c\u9884\u89c1\u201d<\/h3>\n<h4 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<strong>\u4f18\u5316\u7cfb\u7edf\u6027\u80fd\u4e0e\u6210\u672c<\/strong><\/h4>\n<p>\u6307\u6807\u6570\u636e\u4e0d\u4ec5\u80fd\u9884\u8b66\u6545\u969c\uff0c\u8fd8\u80fd\u9a71\u52a8\u8d44\u6e90\u4f18\u5316\u3002\u4f8b\u5982\uff0c\u901a\u8fc7\u5206\u6790Pod\u7684CPU\/\u5185\u5b58\u5229\u7528\u7387\u66f2\u7ebf\uff0cKubernetes\u7684HPA\uff08\u6c34\u5e73\u81ea\u52a8\u6269\u7f29\u5bb9\uff09\u53ef\u52a8\u6001\u8c03\u6574\u526f\u672c\u6570\uff0c\u907f\u514d\u8d44\u6e90\u6d6a\u8d39\u3002\u67d0\u89c6\u9891\u6d41\u5a92\u4f53\u516c\u53f8\u901a\u8fc7\u53ef\u89c2\u6d4b\u6027\u5206\u6790\uff0c\u5c06\u4e91\u8d44\u6e90\u6210\u672c\u964d\u4f4e\u4e8630%\u3002<\/p>\n<h4 id=\"3-\u63d0\u5347\u7528\u6237\u4f53\u9a8c\u4e0e\u4e1a\u52a1\u8fde\u7eed\u6027\">3. <strong>\u63d0\u5347\u7528\u6237\u4f53\u9a8c\u4e0e\u4e1a\u52a1\u8fde\u7eed\u6027<\/strong><\/h4>\n<p>\u7528\u6237\u4f53\u9a8c\u76f4\u63a5\u5173\u7cfb\u5546\u4e1a\u4ef7\u503c\u3002\u901a\u8fc7\u8ffd\u8e2a\u7528\u6237\u8bf7\u6c42\u7684\u7aef\u5230\u7aef\u8def\u5f84\uff0c\u4f01\u4e1a\u53ef\u8bc6\u522b\u5f71\u54cd\u8f6c\u5316\u7387\u7684\u5173\u952e\u73af\u8282\u3002\u4f8b\u5982\uff0c\u67d0\u7535\u5546\u5e73\u53f0\u53d1\u73b0\uff0c\u8d2d\u7269\u8f66\u9875\u9762\u7684\u52a0\u8f7d\u5ef6\u8fdf\u6bcf\u589e\u52a0100\u6beb\u79d2\uff0c\u7528\u6237\u6d41\u5931\u7387\u4e0a\u53472%\uff0c\u8fdb\u800c\u4f18\u5148\u4f18\u5316\u8be5\u73af\u8282\u7684\u4ee3\u7801\u903b\u8f91\u3002<\/p>\n<hr>\n<h3 id=\"\u56db-\u5b9e\u8df5\u6311\u6218\u4e0e\u89e3\u51b3\u65b9\u6848\">\u56db\u3001\u5b9e\u8df5\u6311\u6218\u4e0e\u89e3\u51b3\u65b9\u6848<\/h3>\n<h4 id=\"1-\u6570\u636e\u7206\u70b8\u4e0e\u5b58\u50a8\u6210\u672c\">1. <strong>\u6570\u636e\u7206\u70b8\u4e0e\u5b58\u50a8\u6210\u672c<\/strong><\/h4>\n<p>\u4e91\u539f\u751f\u7cfb\u7edf\u7684\u52a8\u6001\u6027\u548c\u89c4\u6a21\u4f1a\u5bfc\u81f4\u6570\u636e\u91cf\u6fc0\u589e\u3002\u89e3\u51b3\u601d\u8def\u5305\u62ec\uff1a<\/p>\n<ul>\n<li><strong>\u91c7\u6837\u7b56\u7565<\/strong>\uff1a\u5bf9\u975e\u5173\u952e\u94fe\u8def\u5b9e\u65bd\u52a8\u6001\u91c7\u6837\uff0c\u4fdd\u7559\u9ad8\u4ef7\u503c\u6570\u636e\uff1b\n<\/li>\n<li><strong>\u5206\u5c42\u5b58\u50a8<\/strong>\uff1a\u5c06\u51b7\u6570\u636e\u8fc1\u79fb\u81f3\u4f4e\u6210\u672c\u5bf9\u8c61\u5b58\u50a8\uff08\u5982S3\uff09\uff0c\u70ed\u6570\u636e\u4fdd\u7559\u5728\u9ad8\u901f\u6570\u636e\u5e93\u4e2d\u3002\n<\/li>\n<\/ul>\n<h4 id=\"2-\u5de5\u5177\u788e\u7247\u5316\u4e0e\u7edf\u4e00\u6cbb\u7406\">2. <strong>\u5de5\u5177\u788e\u7247\u5316\u4e0e\u7edf\u4e00\u6cbb\u7406<\/strong><\/h4>\n<p>\u4f01\u4e1a\u53ef\u80fd\u540c\u65f6\u4f7f\u7528<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">Prometheus<\/a>\u3001Grafana\u3001Datadog\u7b49\u591a\u79cd\u5de5\u5177\uff0c\u5bfc\u81f4\u6570\u636e\u5b64\u5c9b\u3002<strong>OpenTelemetry<\/strong>\u4f5c\u4e3aCNCF\u7684\u6807\u51c6\u5316\u9879\u76ee\uff0c\u901a\u8fc7\u7edf\u4e00\u7684\u6570\u636e\u6a21\u578b\u548c\u91c7\u96c6\u5668\uff0c\u5b9e\u73b0\u4e86\u591a\u5de5\u5177\u7684\u65e0\u7f1d\u96c6\u6210\u3002<\/p>\n<h4 id=\"3-\u5b89\u5168\u4e0e\u5408\u89c4\u98ce\u9669\">3. <strong>\u5b89\u5168\u4e0e\u5408\u89c4\u98ce\u9669<\/strong><\/h4>\n<p>\u65e5\u5fd7\u548c\u8ffd\u8e2a\u4e2d\u53ef\u80fd\u5305\u542b\u654f\u611f\u4fe1\u606f\uff08\u5982\u7528\u6237ID\u3001IP\u5730\u5740\uff09\u3002\u89e3\u51b3\u65b9\u6848\u5305\u62ec\uff1a<\/p>\n<ul>\n<li><strong>\u6570\u636e\u8131\u654f<\/strong>\uff1a\u5728\u91c7\u96c6\u9636\u6bb5\u81ea\u52a8\u8fc7\u6ee4\u6216\u52a0\u5bc6\u654f\u611f\u5b57\u6bb5\uff1b\n<\/li>\n<li><strong>\u7ec6\u7c92\u5ea6\u6743\u9650\u63a7\u5236<\/strong>\uff1a\u57fa\u4e8eRBAC\uff08\u57fa\u4e8e\u89d2\u8272\u7684\u8bbf\u95ee\u63a7\u5236\uff09\u9650\u5236\u6570\u636e\u8bbf\u95ee\u8303\u56f4\u3002\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u4e94-\u672a\u6765\u8d8b\u52bf-ai\u9a71\u52a8\u7684\u667a\u80fd\u53ef\u89c2\u6d4b\u6027\">\u4e94\u3001\u672a\u6765\u8d8b\u52bf\uff1aAI\u9a71\u52a8\u7684\u667a\u80fd\u53ef\u89c2\u6d4b\u6027<\/h3>\n<p>\u968f\u7740AIOps\u7684\u5174\u8d77\uff0c\u53ef\u89c2\u6d4b\u6027\u6b63\u4ece\u201c\u4eba\u5de5\u5206\u6790\u201d\u8fc8\u5411\u201c\u667a\u80fd\u51b3\u7b56\u201d\u3002\u4f8b\u5982\uff1a<\/p>\n<ul>\n<li><strong>\u5f02\u5e38\u68c0\u6d4b\u81ea\u52a8\u5316<\/strong>\uff1a\u673a\u5668\u5b66\u4e60\u6a21\u578b\u53ef\u4ece\u5386\u53f2\u6570\u636e\u4e2d\u5b66\u4e60\u6b63\u5e38\u6a21\u5f0f\uff0c\u81ea\u52a8\u8bc6\u522b\u504f\u79bb\u9608\u503c\u7684\u884c\u4e3a\uff1b\n<\/li>\n<li><strong>\u6839\u56e0\u63a8\u8350<\/strong>\uff1a\u7ed3\u5408\u62d3\u6251\u56fe\u8c31\u548c\u65f6\u5e8f\u6570\u636e\uff0cAI\u53ef\u751f\u6210\u6545\u969c\u6839\u56e0\u5047\u8bbe\uff0c\u7f29\u77edMTTR\uff08\u5e73\u5747\u4fee\u590d\u65f6\u95f4\uff09\uff1b\n<\/li>\n<li><strong>\u9884\u6d4b\u6027\u7ef4\u62a4<\/strong>\uff1a\u901a\u8fc7\u65f6\u5e8f\u9884\u6d4b\u7b97\u6cd5\uff0c\u63d0\u524d\u9884\u5224\u8d44\u6e90\u74f6\u9888\u6216\u6f5c\u5728\u6545\u969c\u3002\n<\/li>\n<\/ul>\n<p>\u67d0\u5168\u7403\u4e91\u670d\u52a1\u5546\u5df2\u5728\u5176<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0<\/a>\u4e2d\u5185\u7f6eAI\u5f15\u64ce\uff0c\u5c06\u6545\u969c\u5e73\u5747\u5b9a\u4f4d\u65f6\u95f4\u4ece45\u5206\u949f\u7f29\u77ed\u81f38\u5206\u949f\u3002\u8fd9\u4e00\u8d8b\u52bf\u8868\u660e\uff0c\u672a\u6765\u7684\u53ef\u89c2\u6d4b\u6027\u5c06\u4e0d\u4ec5\u662f\u201c\u89c2\u6d4b\u201d\uff0c\u66f4\u662f\u201c\u6d1e\u5bdf\u201d\u4e0e\u201c\u884c\u52a8\u201d\u7684\u95ed\u73af\u3002<\/p>\n<hr>\n<h3 id=\"\u516d-\u6848\u4f8b\u5206\u6790-\u53ef\u89c2\u6d4b\u6027\u5982\u4f55\u62ef\u6551\u4e00\u6b21618\u5927\u4fc3\">\u516d\u3001\u6848\u4f8b\u5206\u6790\uff1a\u53ef\u89c2\u6d4b\u6027\u5982\u4f55\u62ef\u6551\u4e00\u6b21618\u5927\u4fc3<\/h3>\n<p>\u67d0\u7535\u5546\u5e73\u53f0\u57282023\u5e74618\u5927\u4fc3\u671f\u95f4\uff0c\u906d\u9047\u9996\u9875\u52a0\u8f7d\u7f13\u6162\u7684\u95ee\u9898\u3002\u901a\u8fc7<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0<\/a>\u7684\u8054\u52a8\u5206\u6790\uff1a<\/p>\n<ol>\n<li><strong>\u6307\u6807\u663e\u793a<\/strong>\uff1aCDN\u8282\u70b9\u7684\u5e26\u5bbd\u4f7f\u7528\u7387\u7a81\u589e200%\uff1b\n<\/li>\n<li><strong>\u8ffd\u8e2a\u6570\u636e<\/strong>\uff1a\u7528\u6237\u8bf7\u6c42\u5728\u9759\u6001\u8d44\u6e90\u670d\u52a1\u5904\u51fa\u73b0\u9ad8\u5ef6\u8fdf\uff1b\n<\/li>\n<li><strong>\u65e5\u5fd7\u6316\u6398<\/strong>\uff1a\u8be5\u670d\u52a1\u7684Nginx\u65e5\u5fd7\u4e2d\u5b58\u5728\u5927\u91cf\u8d85\u65f6\u9519\u8bef\u3002\n<\/li>\n<\/ol>\n<p>\u6839\u56e0\u5b9a\u4f4d\u4e3aCDN\u56de\u6e90\u65f6\uff0c\u67d0\u5730\u57df\u7684\u8d1f\u8f7d\u5747\u8861\u914d\u7f6e\u9519\u8bef\u3002\u56e2\u961f\u572810\u5206\u949f\u5185\u5b8c\u6210\u914d\u7f6e\u56de\u6eda\uff0c\u907f\u514d\u4e86\u6570\u5343\u4e07\u7684GMV\u635f\u5931\u3002\u8fd9\u4e00\u6848\u4f8b\u5370\u8bc1\u4e86<strong>\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027<\/strong>\u5728\u4fdd\u969c\u4e1a\u52a1\u5173\u952e\u573a\u666f\u4e2d\u7684\u4e0d\u53ef\u66ff\u4ee3\u6027\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u524d\u8a00 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