{"id":36449,"date":"2025-04-11T14:18:35","date_gmt":"2025-04-11T06:18:35","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=36449"},"modified":"2025-04-11T14:18:35","modified_gmt":"2025-04-11T06:18:35","slug":"%e4%ba%91%e7%bd%91%e7%9b%91%e6%8e%a7%e5%b9%b3%e5%8f%b0%e5%9c%a8%e5%a4%9a%e4%ba%91%e7%ae%a1%e7%90%86%e4%b8%ad%e7%9a%84%e5%ba%94%e7%94%a8%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/36449.html","title":{"rendered":"\u4e91\u7f51\u76d1\u63a7\u5e73\u53f0\u5728\u591a\u4e91\u7ba1\u7406\u4e2d\u7684\u5e94\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\/X7oO856Wb5.jpg\" alt=\"\u4e91\u7f51\u76d1\u63a7\u5e73\u53f0\u5728\u591a\u4e91\u7ba1\u7406\u4e2d\u7684\u5e94\u7528\uff1f\" ><\/p>\n<\/p>\n<p><strong>\u524d\u8a00<\/strong><br 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style=\"color:blue\">\u4e91\u7f51\u76d1\u63a7\u5e73\u53f0<\/a><\/strong>\uff0c\u6b63\u662f\u7834\u89e3\u8fd9\u4e00\u96be\u9898\u7684\u201c\u4e2d\u67a2\u795e\u7ecf\u201d\u3002\u672c\u6587\u5c06\u4ece\u6280\u672f\u5b9e\u8df5\u4e0e\u5546\u4e1a\u4ef7\u503c\u53cc\u89c6\u89d2\uff0c\u89e3\u6790\u8fd9\u4e00\u5de5\u5177\u5982\u4f55\u91cd\u5851\u591a\u4e91\u7ba1\u7406\u7684\u65b0\u8303\u5f0f\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-\u591a\u4e91\u7ba1\u7406\u7684\u6838\u5fc3\u75db\u70b9\u4e0e\u76d1\u63a7\u5e73\u53f0\u7684\u5b9a\u4f4d\"><strong>\u4e00\u3001\u591a\u4e91\u7ba1\u7406\u7684\u6838\u5fc3\u75db\u70b9\u4e0e\u76d1\u63a7\u5e73\u53f0\u7684\u5b9a\u4f4d<\/strong><\/h3>\n<p>\u591a\u4e91\u67b6\u6784\u7684\u4f18\u52bf\u663e\u800c\u6613\u89c1\u2014\u2014\u7075\u6d3b\u7684\u8d44\u6e90\u8c03\u5ea6\u3001\u907f\u514d\u4f9b\u5e94\u5546\u9501\u5b9a\u3001\u6ee1\u8db3\u5408\u89c4\u8981\u6c42\u3002\u7136\u800c\uff0c\u5176\u5929\u7136\u7684\u5206\u88c2\u6027\u4e5f\u66b4\u9732\u4e86\u4f20\u7edf\u8fd0\u7ef4\u7684\u77ed\u677f\uff1a<\/p>\n<ul>\n<li><strong>\u6570\u636e\u5b64\u5c9b<\/strong>\uff1aAWS\u3001Azure\u3001\u963f\u91cc\u4e91\u7b49\u5e73\u53f0\u76d1\u63a7\u6570\u636e\u4e0d\u4e92\u901a\uff0c\u96be\u4ee5\u5168\u5c40\u5206\u6790\uff1b\n<\/li>\n<li><strong>\u54cd\u5e94\u6ede\u540e<\/strong>\uff1a\u6545\u969c\u5b9a\u4f4d\u4f9d\u8d56\u4eba\u5de5\u8de8\u5e73\u53f0\u6392\u67e5\uff0cMTTR\uff08\u5e73\u5747\u4fee\u590d\u65f6\u95f4\uff09\u5c45\u9ad8\u4e0d\u4e0b\uff1b\n<\/li>\n<li><strong>\u6210\u672c\u9ed1\u6d1e<\/strong>\uff1a\u95f2\u7f6e\u8d44\u6e90\u3001\u8d85\u989d\u914d\u7f6e\u5bfc\u81f4\u7684\u6d6a\u8d39\u5360\u6bd4\u9ad8\u8fbe35%\uff08Gartner\u6570\u636e\uff09\uff1b\n<\/li>\n<li><strong>\u5b89\u5168\u76f2\u533a<\/strong>\uff1a\u8de8\u4e91\u6743\u9650\u7ba1\u7406\u6df7\u4e71\uff0c\u653b\u51fb\u9762\u5448\u6307\u6570\u7ea7\u6269\u5927\u3002\n<\/li>\n<\/ul>\n<p><strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u4e91\u7f51\u76d1\u63a7\u5e73\u53f0<\/a><\/strong>\u901a\u8fc7<em>\u7edf\u4e00\u6570\u636e\u91c7\u96c6\u3001\u667a\u80fd\u5206\u6790\u3001\u81ea\u52a8\u5316\u54cd\u5e94<\/em>\uff0c\u6784\u5efa\u4e86\u8986\u76d6\u7f51\u7edc\u3001\u8ba1\u7b97\u3001\u5b58\u50a8\u3001\u5e94\u7528\u7684\u5168\u6808\u76d1\u63a7\u4f53\u7cfb\u3002\u4f8b\u5982\uff0c\u67d0\u91d1\u878d\u4f01\u4e1a\u501f\u52a9\u76d1\u63a7\u5e73\u53f0\u5c06\u591a\u4e91\u6545\u969c\u5b9a\u4f4d\u65f6\u95f4\u4ece\u5c0f\u65f6\u7ea7\u7f29\u77ed\u81f3\u5206\u949f\u7ea7\uff0c\u5e74\u8fd0\u7ef4\u6210\u672c\u4e0b\u964d22%\u3002<\/p>\n<hr>\n<h3 id=\"\u4e8c-\u4e91\u7f51\u76d1\u63a7\u5e73\u53f0\u7684\u56db\u5927\u6838\u5fc3\u80fd\u529b\"><strong>\u4e8c\u3001\u4e91\u7f51\u76d1\u63a7\u5e73\u53f0\u7684\u56db\u5927\u6838\u5fc3\u80fd\u529b<\/strong><\/h3>\n<h4 id=\"1-\u8de8\u4e91\u8d44\u6e90\u7684\u7edf\u4e00\u53ef\u89c6\u5316\"><strong>1. 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Operations\u7b49\u6570\u636e\u6e90\uff0c\u751f\u6210\u5168\u5c40\u62d3\u6251\u56fe\u3002\u8fd9\u79cd\u201c\u4e0a\u5e1d\u89c6\u89d2\u201d\u4e0d\u4ec5\u5b9e\u65f6\u5c55\u793aCPU\u3001\u5185\u5b58\u3001\u5e26\u5bbd\u7b49\u6307\u6807\uff0c\u8fd8\u80fd\u8ffd\u8e2a\u5fae\u670d\u52a1\u94fe\u8def\uff0c\u5feb\u901f\u8bc6\u522b\u74f6\u9888\u8282\u70b9\u3002<\/p>\n<p><em>\u5178\u578b\u6848\u4f8b<\/em>\uff1a\u67d0\u7535\u5546\u4f01\u4e1a\u5728\u201c\u9ed1\u4e94\u201d\u5927\u4fc3\u671f\u95f4\uff0c\u901a\u8fc7\u5e73\u53f0\u53d1\u73b0\u67d0\u533a\u57df\u4e91\u6570\u636e\u5e93\u8fde\u63a5\u6570\u6fc0\u589e\uff0c\u53ca\u65f6\u89e6\u53d1\u5f39\u6027\u6269\u5bb9\uff0c\u907f\u514d\u670d\u52a1\u4e2d\u65ad\u3002<\/p>\n<h4 id=\"2-\u667a\u80fd\u544a\u8b66\u4e0e\u6839\u56e0\u5206\u6790\"><strong>2. \u667a\u80fd\u544a\u8b66\u4e0e<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a><\/strong><\/h4>\n<p>\u5728\u591a\u4e91\u573a\u666f\u4e0b\uff0c\u4e00\u6b21\u4e1a\u52a1\u6545\u969c\u53ef\u80fd\u6d89\u53ca\u591a\u4e2a\u4e91\u670d\u52a1\u5546\u7684\u7ec4\u4ef6\u3002\u76d1\u63a7\u5e73\u53f0\u901a\u8fc7<strong>AIOps\u5f15\u64ce<\/strong>\uff0c\u5c06\u79bb\u6563\u544a\u8b66\u5173\u8054\u4e3a\u4e8b\u4ef6\u94fe\uff0c\u5e76\u81ea\u52a8\u5b9a\u4f4d\u6839\u56e0\u3002\u4f8b\u5982\uff0c\u5f53Web\u5e94\u7528\u54cd\u5e94\u5ef6\u8fdf\u65f6\uff0c\u5e73\u53f0\u53ef\u81ea\u52a8\u6392\u9664\u7f51\u7edc\u62e5\u5835\u3001\u6570\u636e\u5e93\u9501\u8868\u6216\u7b2c\u4e09\u65b9API\u8d85\u65f6\u7b49\u56e0\u7d20\uff0c\u76f4\u63a5\u6807\u8bb0\u95ee\u9898\u6e90\u5934\u3002<\/p>\n<p><em>\u6280\u672f\u7a81\u7834<\/em>\uff1a\u673a\u5668\u5b66\u4e60\u6a21\u578b\u901a\u8fc7\u5386\u53f2\u6570\u636e\u8bad\u7ec3\uff0c\u53ef\u5c06\u8bef\u62a5\u7387\u964d\u4f4e60%\u4ee5\u4e0a\uff08IDC\u6570\u636e\uff09\uff0c\u5e76\u652f\u6301\u52a8\u6001\u9608\u503c\u8c03\u6574\uff0c\u9002\u5e94\u4e1a\u52a1\u6ce2\u52a8\u3002<\/p>\n<h4 id=\"3-\u6210\u672c\u4f18\u5316\u4e0e\u8d44\u6e90\u8c03\u5ea6\"><strong>3. \u6210\u672c\u4f18\u5316\u4e0e\u8d44\u6e90\u8c03\u5ea6<\/strong><\/h4>\n<p>\u201c\u7528\u4e91\u6210\u672c\u5931\u63a7\u201d\u662f\u591a\u4e91\u7ba1\u7406\u7684\u53e6\u4e00\u5927\u6311\u6218\u3002\u76d1\u63a7\u5e73\u53f0\u901a\u8fc7<strong>\u8d44\u6e90\u753b\u50cf<\/strong>\u4e0e<strong>\u7528\u91cf\u9884\u6d4b<\/strong>\uff0c\u8bc6\u522b\u4f4e\u8d1f\u8f7d\u5b9e\u4f8b\u3001\u50f5\u5c38\u5b58\u50a8\u7b49\u6d6a\u8d39\u70b9\uff0c\u5e76\u7ed3\u5408\u591a\u4e91\u6bd4\u4ef7API\u63a8\u8350\u6700\u4f18\u90e8\u7f72\u7b56\u7565\u3002\u67d0\u6e38\u620f\u516c\u53f8\u5229\u7528\u8be5\u529f\u80fd\uff0c\u5c06GPU\u5b9e\u4f8b\u5229\u7528\u7387\u4ece40%\u63d0\u5347\u81f378%\uff0c\u5e74\u8282\u7701\u8d85200\u4e07\u7f8e\u5143\u3002<\/p>\n<h4 id=\"4-\u5b89\u5168\u5408\u89c4\u4e00\u4f53\u5316\"><strong>4. 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id=\"\u4e09-\u4ece\u5de5\u5177\u5230\u751f\u6001-\u4e91\u7f51\u76d1\u63a7\u7684\u672a\u6765\u6f14\u8fdb\"><strong>\u4e09\u3001\u4ece\u5de5\u5177\u5230\u751f\u6001\uff1a\u4e91\u7f51\u76d1\u63a7\u7684\u672a\u6765\u6f14\u8fdb<\/strong><\/h3>\n<p>\u968f\u7740\u4e91\u539f\u751f\u6280\u672f\u7684\u666e\u53ca\uff0c\u76d1\u63a7\u5e73\u53f0\u6b63\u4ece\u201c\u88ab\u52a8\u54cd\u5e94\u201d\u8f6c\u5411\u201c\u4e3b\u52a8\u9632\u5fa1\u201d\uff0c\u5e76\u4e0eDevOps\u3001FinOps\u4f53\u7cfb\u6df1\u5ea6\u96c6\u6210\uff1a<\/p>\n<ul>\n<li><strong>\u53ef\u89c2\u6d4b\u6027\u589e\u5f3a<\/strong>\uff1a<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">OpenTelemetry<\/a>\u7b49\u5f00\u6e90\u6807\u51c6\u63a8\u52a8\u6307\u6807\u3001\u65e5\u5fd7\u3001\u94fe\u8def\u6570\u636e\u7684\u878d\u5408\uff1b\n<\/li>\n<li><strong>\u8fb9\u7f18\u8ba1\u7b97\u652f\u6301<\/strong>\uff1a5G\u573a\u666f\u4e0b\uff0c\u5e73\u53f0\u9700\u540c\u6b65\u76d1\u63a7\u4e91\u7aef\u4e0e\u8fb9\u7f18\u8282\u70b9\uff0c\u4fdd\u969c\u4f4e\u65f6\u5ef6\u4e1a\u52a1\uff1b\n<\/li>\n<li><strong>\u7eff\u8272\u8ba1\u7b97\u5b9e\u8df5<\/strong>\uff1a\u901a\u8fc7\u78b3\u8db3\u8ff9\u8ffd\u8e2a\u529f\u80fd\uff0c\u52a9\u529b\u4f01\u4e1a\u5b9e\u73b0ESG\u76ee\u6807\u3002\n<\/li>\n<\/ul>\n<p><em>\u884c\u4e1a\u98ce\u5411<\/em>\uff1aGartner\u9884\u6d4b\uff0c\u52302025\u5e74\uff0c60%\u7684\u591a\u4e91\u7ba1\u7406\u9700\u6c42\u5c06\u901a\u8fc7AI\u9a71\u52a8\u7684\u76d1\u63a7\u5e73\u53f0\u6ee1\u8db3\uff0c\u8f832022\u5e74\u589e\u957f3\u500d\u3002<\/p>\n<hr>\n<h3 id=\"\u56db-\u9009\u578b\u4e0e\u843d\u5730-\u4f01\u4e1a\u5982\u4f55\u6784\u5efa\u76d1\u63a7\u4f53\u7cfb\"><strong>\u56db\u3001\u9009\u578b\u4e0e\u843d\u5730\uff1a\u4f01\u4e1a\u5982\u4f55\u6784\u5efa\u76d1\u63a7\u4f53\u7cfb<\/strong><\/h3>\n<ol>\n<li><strong>\u660e\u786e\u9700\u6c42\u4f18\u5148\u7ea7<\/strong>\uff1a\u662f\u66f4\u5173\u6ce8\u6027\u80fd\u4f18\u5316\u3001\u6210\u672c\u63a7\u5236\uff0c\u8fd8\u662f\u5b89\u5168\u5408\u89c4\uff1f\n<\/li>\n<li><strong>\u8bc4\u4f30\u96c6\u6210\u80fd\u529b<\/strong>\uff1a\u662f\u5426\u652f\u6301\u4e3b\u6d41\u4e91\u5382\u5546\u3001Kubernetes\u3001Service Mesh\u7b49\u67b6\u6784\uff1f\n<\/li>\n<li><strong>\u9a8c\u8bc1AI\u6210\u719f\u5ea6<\/strong>\uff1a<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a>\u3001\u9884\u6d4b\u6027\u7ef4\u62a4\u7b49\u529f\u80fd\u7684\u5b9e\u9645\u6548\u679c\uff1b\n<\/li>\n<li><strong>\u89c4\u5212\u6f14\u8fdb\u8def\u5f84<\/strong>\uff1a\u4ece\u57fa\u7840\u76d1\u63a7\u5230\u667a\u80fd\u8fd0\u7ef4\u7684\u9636\u68af\u5f0f\u5347\u7ea7\u3002\n<\/li>\n<\/ol>\n<p>\u67d0\u8de8\u56fd\u5236\u9020\u4f01\u4e1a\u7684\u5b9e\u8df5\u8868\u660e\uff0c\u91c7\u7528\u201c\u5206\u9636\u6bb5\u63a8\u8fdb\u201d\u7b56\u7565\uff08\u5148\u7edf\u4e00\u76d1\u63a7\uff0c\u518d\u5f15\u5165\u81ea\u52a8\u5316\uff0c\u6700\u540e\u642d\u5efaAI\u4e2d\u53f0\uff09\uff0c\u53ef\u5c06\u5e73\u53f0ROI\u63d0\u534740%\u4ee5\u4e0a\u3002<\/p>\n<hr>\n<p><strong>\u5199\u5728\u6700\u540e<\/strong><br 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