{"id":34222,"date":"2025-03-10T16:54:43","date_gmt":"2025-03-10T08:54:43","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=34222"},"modified":"2025-03-10T16:54:43","modified_gmt":"2025-03-10T08:54:43","slug":"%e5%85%a8%e9%93%be%e8%b7%af%e7%9b%91%e6%8e%a7%e5%a6%82%e4%bd%95%e5%a4%84%e7%90%86%e7%ac%ac%e4%b8%89%e6%96%b9%e6%9c%8d%e5%8a%a1%e4%be%9d%e8%b5%96%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/34222.html","title":{"rendered":"\u5168\u94fe\u8def\u76d1\u63a7\u5982\u4f55\u5904\u7406\u7b2c\u4e09\u65b9\u670d\u52a1\u4f9d\u8d56\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/03\/gGJc8m0Gyx.jpg\" alt=\"\u5168\u94fe\u8def\u76d1\u63a7\u5982\u4f55\u5904\u7406\u7b2c\u4e09\u65b9\u670d\u52a1\u4f9d\u8d56\uff1f\" ><\/p>\n<\/p>\n<p><strong>\u524d\u8a00<\/strong><br \/>\n\u5728\u6570\u5b57\u5316\u6d6a\u6f6e\u7684\u63a8\u52a8\u4e0b\uff0c\u73b0\u4ee3\u5e94\u7528\u7cfb\u7edf\u7684\u67b6\u6784\u65e5\u76ca\u590d\u6742\uff0c\u5fae\u670d\u52a1\u3001\u4e91\u539f\u751f\u7b49\u6280\u672f\u6210\u4e3a\u4e3b\u6d41\u3002\u7136\u800c\uff0c\u968f\u7740\u4e1a\u52a1\u5bf9\u7b2c\u4e09\u65b9\u670d\u52a1\uff08\u5982\u652f\u4ed8\u7f51\u5173\u3001\u5730\u56feAPI\u3001\u77ed\u4fe1\u670d\u52a1\u7b49\uff09\u7684\u4f9d\u8d56\u52a0\u6df1\uff0c\u7cfb\u7edf\u7a33\u5b9a\u6027\u9762\u4e34\u5168\u65b0\u6311\u6218\u3002\u4e00\u6b21\u7b80\u5355\u7684\u63a5\u53e3\u8d85\u65f6\u6216\u7b2c\u4e09\u65b9\u670d\u52a1\u6545\u969c\uff0c\u53ef\u80fd\u5bfc\u81f4\u7528\u6237\u4f53\u9a8c\u65ad\u5d16\u5f0f\u4e0b\u8dcc\uff0c\u751a\u81f3\u5f15\u53d1\u4e1a\u52a1\u635f\u5931\u3002<strong>\u5982\u4f55\u901a\u8fc7\u5168\u94fe\u8def\u76d1\u63a7\u7cbe\u51c6\u6355\u6349\u5e76\u7ba1\u7406\u7b2c\u4e09\u65b9\u4f9d\u8d56\u7684\u6f5c\u5728\u98ce\u9669\uff0c\u5df2\u6210\u4e3a\u4f01\u4e1a\u6280\u672f\u67b6\u6784\u5347\u7ea7\u7684\u6838\u5fc3\u547d\u9898<\/strong>\u3002\u672c\u6587\u5c06\u4ece\u5b9e\u9645\u573a\u666f\u51fa\u53d1\uff0c\u63a2\u8ba8\u5168\u94fe\u8def\u76d1\u63a7\u5728\u7b2c\u4e09\u65b9\u670d\u52a1\u6cbb\u7406\u4e2d\u7684\u5173\u952e\u4f5c\u7528\u4e0e\u843d\u5730\u65b9\u6cd5\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-\u7b2c\u4e09\u65b9\u670d\u52a1\u4f9d\u8d56\u7684-\u9690\u5f62\u9677\u9631\"><strong>\u4e00\u3001\u7b2c\u4e09\u65b9\u670d\u52a1\u4f9d\u8d56\u7684\u201c\u9690\u5f62\u9677\u9631\u201d<\/strong><\/h3>\n<p>\u7b2c\u4e09\u65b9\u670d\u52a1\u867d\u80fd\u52a0\u901f\u4e1a\u52a1\u8fed\u4ee3\uff0c\u4f46\u5176\u201c\u4e0d\u53ef\u63a7\u6027\u201d\u4e5f\u57cb\u4e0b\u4e86\u9690\u60a3\u3002\u4f8b\u5982\uff0c\u67d0\u7535\u5546\u5e73\u53f0\u5728\u4fc3\u9500\u671f\u95f4\u56e0\u652f\u4ed8\u63a5\u53e3\u54cd\u5e94\u5ef6\u8fdf\uff0c\u5bfc\u81f4\u8ba2\u5355\u6d41\u5931\u7387\u6fc0\u589e\uff1b\u67d0\u51fa\u884cApp\u56e0\u5730\u56fe\u670d\u52a1\u5546API\u7a81\u53d1\u6545\u969c\uff0c\u5f15\u53d1\u7528\u6237\u5927\u89c4\u6a21\u6295\u8bc9\u3002\u8fd9\u7c7b\u95ee\u9898\u5f80\u5f80\u5177\u5907\u4ee5\u4e0b\u7279\u5f81\uff1a<\/p>\n<ol>\n<li><strong>\u9ed1\u76d2\u5316<\/strong>\uff1a\u7b2c\u4e09\u65b9\u670d\u52a1\u5185\u90e8\u72b6\u6001\u3001\u6027\u80fd\u6307\u6807\u4e0d\u900f\u660e\uff0c\u6545\u969c\u96be\u4ee5\u9884\u5224\uff1b\n<\/li>\n<li><strong>\u8d23\u4efb\u8fb9\u754c\u6a21\u7cca<\/strong>\uff1a\u95ee\u9898\u53d1\u751f\u65f6\uff0c\u4f01\u4e1a\u4e0e\u670d\u52a1\u5546\u4e4b\u95f4\u7684\u8d23\u4efb\u5212\u5206\u5e38\u5f15\u53d1\u4e89\u8bae\uff1b\n<\/li>\n<li><strong>\u7ea7\u8054\u6548\u5e94<\/strong>\uff1a\u5355\u4e2a\u63a5\u53e3\u6545\u969c\u53ef\u80fd\u901a\u8fc7\u8c03\u7528\u94fe\u6269\u6563\uff0c\u89e6\u53d1\u7cfb\u7edf\u6027\u5d29\u6e83\u3002\n<\/li>\n<\/ol>\n<p>\u4f20\u7edf\u7684\u76d1\u63a7\u624b\u6bb5\uff08\u5982\u670d\u52a1\u5668\u8d44\u6e90\u76d1\u63a7\u6216\u5355\u63a5\u53e3\u5065\u5eb7\u68c0\u67e5\uff09\u5728\u6b64\u573a\u666f\u4e0b\u663e\u5f97\u529b\u4e0d\u4ece\u5fc3\u3002<strong>\u5168\u94fe\u8def\u76d1\u63a7\u7684\u6838\u5fc3\u4ef7\u503c\uff0c\u6b63\u662f\u901a\u8fc7\u7aef\u5230\u7aef\u7684\u8ffd\u8e2a\u4e0e\u5206\u6790\uff0c\u5c06\u7b2c\u4e09\u65b9\u4f9d\u8d56\u7eb3\u5165\u5168\u5c40\u53ef\u89c1\u6027\u4f53\u7cfb<\/strong>\uff0c\u4ece\u800c\u63d0\u524d\u9884\u8b66\u3001\u5feb\u901f\u5b9a\u4f4d\u3001\u9ad8\u6548\u6b62\u635f\u3002<\/p>\n<hr>\n<h3 id=\"\u4e8c-\u5168\u94fe\u8def\u76d1\u63a7\u7684\u4e09\u5927\u6838\u5fc3\u80fd\u529b\"><strong>\u4e8c\u3001\u5168\u94fe\u8def\u76d1\u63a7\u7684\u4e09\u5927\u6838\u5fc3\u80fd\u529b<\/strong><\/h3>\n<p>\u8981\u6709\u6548\u6cbb\u7406\u7b2c\u4e09\u65b9\u4f9d\u8d56\uff0c\u5168\u94fe\u8def\u76d1\u63a7\u9700\u5177\u5907\u4ee5\u4e0b\u80fd\u529b\uff1a<\/p>\n<h4 id=\"1-\u5168\u94fe\u8def\u8ffd\u8e2a-\u7a7f\u900f-\u9ed1\u76d2-\u7684\u900f\u89c6\u955c\"><strong>1. \u5168\u94fe\u8def\u8ffd\u8e2a\uff1a\u7a7f\u900f\u201c\u9ed1\u76d2\u201d\u7684\u900f\u89c6\u955c<\/strong><\/h4>\n<p>\u901a\u8fc7<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5206\u5e03\u5f0f\u8ffd\u8e2a<\/a>\u6280\u672f\uff08\u5982OpenTelemetry\u3001<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">SkyWalking<\/a>\uff09\uff0c\u7cfb\u7edf\u53ef\u8bb0\u5f55\u6bcf\u4e00\u6b21\u8de8\u670d\u52a1\u8c03\u7528\u7684\u5b8c\u6574\u8def\u5f84\u3002\u4f8b\u5982\uff0c\u7528\u6237\u4e0b\u5355\u8bf7\u6c42\u4ece\u524d\u7aefApp\u5230\u8ba2\u5355\u670d\u52a1\u3001\u652f\u4ed8\u7f51\u5173\u3001\u5e93\u5b58\u7cfb\u7edf\u7684\u5b8c\u6574\u6d41\u7a0b\uff0c\u5747\u4ee5\u6811\u72b6\u62d3\u6251\u56fe\u5448\u73b0\u3002<strong>\u5f53\u652f\u4ed8\u7f51\u5173\u54cd\u5e94\u65f6\u95f4\u5f02\u5e38\u65f6\uff0c\u5de5\u7a0b\u5e08\u80fd\u8fc5\u901f\u5b9a\u4f4d\u5230\u5177\u4f53\u63a5\u53e3\uff0c\u5e76\u5173\u8054\u4e0a\u4e0b\u6e38\u670d\u52a1\u65e5\u5fd7<\/strong>\uff0c\u800c\u975e\u76f2\u76ee\u6392\u67e5\u3002<\/p>\n<h4 id=\"2-\u591a\u7ef4\u6307\u6807\u805a\u5408-\u4ece\u5355\u70b9\u76d1\u63a7\u5230\u573a\u666f\u5316\u5206\u6790\"><strong>2. \u591a\u7ef4\u6307\u6807\u805a\u5408\uff1a\u4ece\u5355\u70b9\u76d1\u63a7\u5230\u573a\u666f\u5316\u5206\u6790<\/strong><\/h4>\n<p>\u4ec5\u5173\u6ce8\u7b2c\u4e09\u65b9\u670d\u52a1\u7684\u201c\u662f\u5426\u5b58\u6d3b\u201d\u8fdc\u8fdc\u4e0d\u591f\u3002\u5168\u94fe\u8def\u76d1\u63a7\u9700\u6574\u5408\u4ee5\u4e0b\u6307\u6807\uff1a<\/p>\n<ul>\n<li><strong>\u6027\u80fd\u6307\u6807<\/strong>\uff1aAPI\u54cd\u5e94\u65f6\u95f4\u3001\u9519\u8bef\u7387\u3001\u541e\u5410\u91cf\uff1b\n<\/li>\n<li><strong>\u4e1a\u52a1\u6307\u6807<\/strong>\uff1a\u4ea4\u6613\u6210\u529f\u7387\u3001\u8d44\u6e90\u6d88\u8017\u6210\u672c\uff08\u5982\u77ed\u4fe1API\u8c03\u7528\u6b21\u6570\uff09\uff1b\n<\/li>\n<li><strong>\u4f9d\u8d56\u62d3\u6251<\/strong>\uff1a\u7b2c\u4e09\u65b9\u670d\u52a1\u5728\u8c03\u7528\u94fe\u4e2d\u7684\u4f4d\u7f6e\u53ca\u5f71\u54cd\u8303\u56f4\u3002\n<\/li>\n<\/ul>\n<p>\u67d0\u89c6\u9891\u5e73\u53f0\u53d1\u73b0CDN\u670d\u52a1\u5546\u7684\u4e0b\u8f7d\u5ef6\u8fdf\u4e0e\u7528\u6237\u7559\u5b58\u7387\u663e\u8457\u8d1f\u76f8\u5173\uff0c\u968f\u5373\u901a\u8fc7\u76d1\u63a7\u6570\u636e\u63a8\u52a8\u670d\u52a1\u5546\u4f18\u5316\u8282\u70b9\u5206\u5e03\uff0c\u6700\u7ec8\u5c06\u5ef6\u8fdf\u964d\u4f4e40%\u3002<\/p>\n<h4 id=\"3-\u667a\u80fd\u544a\u8b66\u4e0e\u6839\u56e0\u5206\u6790\"><strong>3. \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>\u901a\u8fc7\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff0c\u7cfb\u7edf\u53ef\u52a8\u6001\u8bbe\u5b9a\u9608\u503c\uff08\u5982\u57fa\u4e8e\u5386\u53f2\u6570\u636e\u7684\u54cd\u5e94\u65f6\u95f4\u57fa\u7ebf\uff09\uff0c\u907f\u514d\u56e0\u56fa\u5b9a\u9608\u503c\u5bfc\u81f4\u7684\u8bef\u62a5\u6216\u6f0f\u62a5\u3002\u5f53\u7b2c\u4e09\u65b9\u670d\u52a1\u51fa\u73b0\u5f02\u5e38\u65f6\uff0c<strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a>\u5f15\u64ce\u53ef\u81ea\u52a8\u5173\u8054\u76f8\u5173\u65e5\u5fd7\u3001\u6307\u6807\u4e0e\u62d3\u6251\u5173\u7cfb<\/strong>\uff0c\u8f93\u51fa\u53ef\u80fd\u539f\u56e0\uff08\u5982\u670d\u52a1\u5546\u533a\u57df\u6027\u6545\u969c\u3001\u8bc1\u4e66\u8fc7\u671f\u6216\u6d41\u91cf\u8fc7\u8f7d\uff09\uff0c\u7f29\u77ed\u5e73\u5747\u4fee\u590d\u65f6\u95f4\uff08MTTR\uff09\u3002<\/p>\n<hr>\n<h3 id=\"\u4e09-\u5b9e\u6218\u7b56\u7565-\u6784\u5efa\u7b2c\u4e09\u65b9\u670d\u52a1\u76d1\u63a7\u4f53\u7cfb\"><strong>\u4e09\u3001\u5b9e\u6218\u7b56\u7565\uff1a\u6784\u5efa\u7b2c\u4e09\u65b9\u670d\u52a1\u76d1\u63a7\u4f53\u7cfb<\/strong><\/h3>\n<h4 id=\"step-1-\u5b9a\u4e49\u670d\u52a1\u7b49\u7ea7\u534f\u8bae-sla-\u7684\u53ef\u89c2\u6d4b\u6027\"><strong>Step 1\uff1a\u5b9a\u4e49\u670d\u52a1\u7b49\u7ea7\u534f\u8bae\uff08SLA\uff09\u7684\u53ef\u89c2\u6d4b\u6027<\/strong><\/h4>\n<p>\u4e0e\u7b2c\u4e09\u65b9\u670d\u52a1\u5546\u7b7e\u8ba2SLA\u65f6\uff0c\u9700\u660e\u786e\u53ef\u76d1\u63a7\u7684\u6307\u6807\uff08\u5982\u53ef\u7528\u6027\u226599.9%\u3001\u5e73\u5747\u54cd\u5e94\u65f6\u95f4<200ms>\u901a\u8fc7\u5168\u94fe\u8def\u76d1\u63a7\u6301\u7eed\u9a8c\u8bc1SLA\u5408\u89c4\u6027<\/strong>\uff0c\u5e76\u7559\u5b58\u6570\u636e\u4f5c\u4e3a\u670d\u52a1\u8d28\u91cf\u7684\u5ba2\u89c2\u4f9d\u636e\u3002\u4f8b\u5982\uff0c\u67d0\u91d1\u878d\u4f01\u4e1a\u53d1\u73b0\u67d0\u4e91\u6570\u636e\u5e93\u7684\u5b9e\u9645\u53ef\u7528\u6027\u4f4e\u4e8e\u627f\u8bfa\u503c\uff0c\u901a\u8fc7\u76d1\u63a7\u62a5\u544a\u6210\u529f\u83b7\u5f97\u670d\u52a1\u8865\u507f\u3002<\/p>\n<h4 id=\"step-2-\u5b9e\u65bd\u4f9d\u8d56\u9694\u79bb\u4e0e\u964d\u7ea7\u7194\u65ad\"><strong>Step 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3\uff1a\u5efa\u7acb\u6027\u80fd\u57fa\u7ebf\u4e0e\u8d8b\u52bf\u9884\u6d4b<\/strong><\/h4>\n<p>\u901a\u8fc7\u5386\u53f2\u6570\u636e\u6784\u5efa\u7b2c\u4e09\u65b9\u670d\u52a1\u7684\u6027\u80fd\u57fa\u7ebf\uff08\u5982\u6bcf\u65e5\u9ad8\u5cf0\u65f6\u6bb5\u7684\u5e73\u5747\u54cd\u5e94\u65f6\u95f4\uff09\u3002\u7ed3\u5408\u65f6\u5e8f\u9884\u6d4b\u6a21\u578b\uff08\u5982ARIMA\u6216LSTM\uff09\uff0c<strong>\u63d0\u524d\u9884\u5224\u5bb9\u91cf\u74f6\u9888<\/strong>\u3002\u4f8b\u5982\uff0c\u67d0\u793e\u4ea4\u5e73\u53f0\u5728\u8282\u5047\u65e5\u6d41\u91cf\u6fc0\u589e\u524d\uff0c\u901a\u8fc7\u8d8b\u52bf\u5206\u6790\u63d0\u524d\u6269\u5bb9\u7b2c\u4e09\u65b9\u77ed\u4fe1\u901a\u9053\uff0c\u907f\u514d\u670d\u52a1\u8fc7\u8f7d\u3002<\/p>\n<hr>\n<h3 id=\"\u56db-\u6700\u4f73\u5b9e\u8df5\u6848\u4f8b\u4e0e\u5de5\u5177\u9009\u578b\u5efa\u8bae\"><strong>\u56db\u3001\u6700\u4f73\u5b9e\u8df5\u6848\u4f8b\u4e0e\u5de5\u5177\u9009\u578b\u5efa\u8bae<\/strong><\/h3>\n<h4 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