{"id":37539,"date":"2025-04-18T11:38:32","date_gmt":"2025-04-18T03:38:32","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=37539"},"modified":"2025-04-18T11:38:32","modified_gmt":"2025-04-18T03:38:32","slug":"%e5%85%a8%e6%a0%88%e5%8f%af%e8%a7%82%e6%b5%8b%e6%80%a7%e5%9c%a8%e5%be%ae%e6%9c%8d%e5%8a%a1%e6%9e%b6%e6%9e%84%e4%b8%ad%e7%9a%84%e4%bd%9c%e7%94%a8%e6%98%af%e4%bb%80%e4%b9%88%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/37539.html","title":{"rendered":"\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u5728\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\u7684\u4f5c\u7528\u662f\u4ec0\u4e48\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/04\/g3l2q.jpg\" alt=\"\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u5728\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\u7684\u4f5c\u7528\u662f\u4ec0\u4e48\uff1f\" ><\/p>\n<\/p>\n<hr>\n<p>\u5f53\u4e9a\u9a6c\u900a\u7684Prime 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style=\"color:blue\">\u5168\u6808\u53ef\u89c2\u6d4b<\/a>\u6027\u7684\u4e09\u7ef4\u7a81\u7834<\/h3>\n<p>\u4e0e\u4f20\u7edf\u76d1\u63a7\u4ec5\u5173\u6ce8&rdquo;\u7cfb\u7edf\u662f\u5426\u5b58\u6d3b&rdquo;\u4e0d\u540c\uff0c\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u6784\u5efa\u4e86<strong>Metrics-Logs-Traces\u9ec4\u91d1\u4e09\u89d2<\/strong>\uff0c\u5b9e\u73b0\u4e86\u4ece\u7269\u7406\u57fa\u7840\u8bbe\u65bd\u5230\u4e1a\u52a1\u903b\u8f91\u7684\u7a7f\u900f\u5f0f\u6d1e\u5bdf\u3002\u5728\u5fae\u670d\u52a1\u573a\u666f\u4e0b\uff0c\u8fd9\u79cd\u80fd\u529b\u4f53\u73b0\u4e3a\u4e09\u4e2a\u7ef4\u5ea6\uff1a<\/p>\n<ol>\n<li><strong>\u62d3\u6251\u611f\u77e5\u7684\u7acb\u4f53\u6d4b\u7ed8<\/strong>\n<\/li>\n<\/ol>\n<ul>\n<li>\u901a\u8fc7\u81ea\u52a8\u53d1\u73b0\u670d\u52a1\u4f9d\u8d56\u56fe\u8c31\uff0c\u52a8\u6001\u5448\u73b0\u8de8\u96c6\u7fa4\u3001\u8de8\u4e91\u73af\u5883\u7684\u8c03\u7528\u5173\u7cfb\u3002\u5f53\u67d0\u4e2a\u547d\u540d\u7a7a\u95f4\u7684Pod\u53d1\u751fOOM\u65f6\uff0c\u7cfb\u7edf\u80fd\u7acb\u5373\u6807\u8bb0\u53d7\u5f71\u54cd\u7684\u524d\u7aefAPI\u7f51\u5173\u548c\u4e0b\u6e38\u6570\u636e\u5206\u6790\u670d\u52a1\uff0c\u5c31\u50cf\u7ed9\u5206\u5e03\u5f0f\u7cfb\u7edf\u88c5\u4e0aCT\u626b\u63cf\u4eea\u3002\n<\/li>\n<\/ul>\n<ol>\n<li><strong>\u56e0\u679c\u94fe\u8def\u7684\u65f6\u7a7a\u8ffd\u6eaf<\/strong>\n<\/li>\n<\/ol>\n<ul>\n<li>\u96c6\u6210OpenTelemetry\u6807\u51c6\u540e\uff0c\u5355\u4e2a\u7528\u6237\u8bf7\u6c42\u7684\u5b8c\u6574\u751f\u547d\u5468\u671f\u53ef\u88ab\u7cbe\u51c6\u8fd8\u539f\u3002\u4f8b\u5982\u7535\u5546\u573a\u666f\u4e2d\uff0c\u4eceCDN\u8fb9\u7f18\u8282\u70b9\u5230\u8d2d\u7269\u8f66\u670d\u52a1\uff0c\u518d\u5230\u63a8\u8350\u5f15\u64ce\u7684\u6574\u4e2a\u8c03\u7528\u94fe\uff0c\u80fd\u4ee5<strong>\u6beb\u79d2\u7ea7\u7cbe\u5ea6<\/strong>\u5448\u73b0\u6bcf\u4e2a\u73af\u8282\u7684\u65f6\u5ef6\u4e0e\u5f02\u5e38\u3002\n<\/li>\n<\/ul>\n<ol>\n<li><strong>AI\u9a71\u52a8\u7684\u9884\u6d4b\u6cbb\u7406<\/strong>\n<\/li>\n<\/ol>\n<ul>\n<li>Gartner\u9884\u6d4b\uff0c\u52302025\u5e7470%\u7684\u53ef\u89c2\u6d4b\u5e73\u53f0\u5c06\u5185\u7f6eAI\u5206\u6790\u5f15\u64ce\u3002\u901a\u8fc7\u673a\u5668\u5b66\u4e60\u5386\u53f2\u6307\u6807\u6a21\u5f0f\uff0c\u7cfb\u7edf\u53ef\u5728\u5185\u5b58\u6cc4\u6f0f\u8fbe\u5230\u4e34\u754c\u503c\u524d\u4e3b\u52a8\u544a\u8b66\u3002\u67d0\u91d1\u878d\u79d1\u6280\u516c\u53f8\u5b9e\u8df5\u8868\u660e\uff0c\u8fd9\u79cd\u9884\u6d4b\u6027\u7ef4\u62a4\u4f7f\u751f\u4ea7\u4e8b\u6545\u5e73\u5747\u89e3\u51b3\u65f6\u95f4\uff08MTTR\uff09\u7f29\u77ed\u4e8658%\u3002\n<\/li>\n<\/ul>\n<h3 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style=\"color:blue\">Prometheus<\/a>\u91c7\u96c6\u7684\u57fa\u7840\u8bbe\u65bd\u6307\u6807\u3001Fluentd\u805a\u5408\u7684\u5e94\u7528\u65e5\u5fd7\u3001Jaeger\u8ffd\u8e2a\u7684\u8c03\u7528\u94fe\u8def\uff0c\u901a\u8fc7OpenTelemetry\u7edf\u4e00\u8bed\u4e49\u5316\u3002\u8fd9\u76f8\u5f53\u4e8e\u4e3a\u5f02\u6784\u6570\u636e\u5efa\u7acb\u901a\u7528&rdquo;\u5750\u6807\u7cfb\u7edf&rdquo;\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u4e0a\u4e0b\u6587\u589e\u5f3a<\/strong>\uff1a\u5728Kubernetes\u73af\u5883\u4e2d\uff0c\u4e3a\u6bcf\u4e2aSpan\u6ce8\u5165namespace\u3001pod-id\u7b49\u5143\u6570\u636e\u3002\u5f53\u67d0\u4e2aDeployment\u51fa\u73b0\u5f02\u5e38\u65f6\uff0c\u5de5\u7a0b\u5e08\u80fd\u7acb\u5373\u5b9a\u4f4d\u5230\u5bf9\u5e94\u7684\u4ee3\u7801\u63d0\u4ea4\u8bb0\u5f55\u548cCI\/CD\u6d41\u6c34\u7ebf\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u667a\u80fd\u964d\u566a<\/strong>\uff1a\u5229\u7528\u65f6\u5e8f\u6570\u636e\u5e93\u7684\u6d41\u5904\u7406\u80fd\u529b\uff0c\u5bf9\u6d77\u91cf\u76d1\u63a7\u6570\u636e\u8fdb\u884c\u5f02\u5e38\u6a21\u5f0f\u8bc6\u522b\u3002\u67d0\u89c6\u9891\u6d41\u5a92\u4f53\u5e73\u53f0\u7684\u5b9e\u8df5\u663e\u793a\uff0c\u91c7\u7528\u52a8\u6001\u57fa\u7ebf\u7b97\u6cd5\u540e\uff0c\u544a\u8b66\u8bef\u62a5\u7387\u4ece42%\u964d\u81f36%\u3002<\/p>\n<\/li>\n<\/ul>\n<h3 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