{"id":36665,"date":"2025-04-11T14:45:35","date_gmt":"2025-04-11T06:45:35","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=36665"},"modified":"2025-04-11T14:45:35","modified_gmt":"2025-04-11T06:45:35","slug":"%e5%8f%af%e8%a7%82%e6%b5%8b%e6%80%a7%e5%b9%b3%e5%8f%b0%e5%af%b9%e5%be%ae%e6%9c%8d%e5%8a%a1%e6%9e%b6%e6%9e%84%e6%9c%89%e5%93%aa%e4%ba%9b%e6%94%af%e6%8c%81%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/36665.html","title":{"rendered":"\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u5bf9\u5fae\u670d\u52a1\u67b6\u6784\u6709\u54ea\u4e9b\u652f\u6301\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/04\/8HYf0.jpg\" alt=\"\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u5bf9\u5fae\u670d\u52a1\u67b6\u6784\u6709\u54ea\u4e9b\u652f\u6301\uff1f\" ><\/p>\n<\/p>\n<hr>\n<p><strong>\u524d\u8a00<\/strong><br \/>\n\u5728\u6570\u5b57\u5316\u8f6c\u578b\u7684\u6d6a\u6f6e\u4e2d\uff0c\u5fae\u670d\u52a1\u67b6\u6784\u51ed\u501f\u5176\u7075\u6d3b\u6027\u3001\u53ef\u6269\u5c55\u6027\u548c\u654f\u6377\u5f00\u53d1\u80fd\u529b\uff0c\u5df2\u6210\u4e3a\u4f01\u4e1a\u6784\u5efa\u590d\u6742\u7cfb\u7edf\u7684\u9996\u9009\u65b9\u6848\u3002\u7136\u800c\uff0c\u968f\u7740\u670d\u52a1\u6570\u91cf\u7684\u7206\u70b8\u5f0f\u589e\u957f\u548c\u5206\u5e03\u5f0f\u7cfb\u7edf\u7684\u590d\u6742\u6027\u63d0\u5347\uff0c\u4f20\u7edf\u7684\u76d1\u63a7\u624b\u6bb5\u5df2\u96be\u4ee5\u6ee1\u8db3\u8fd0\u7ef4\u9700\u6c42\u3002\u5f53\u4e00\u6b21\u7528\u6237\u8bf7\u6c42\u9700\u8981\u8de8\u8d8a\u6570\u5341\u4e2a\u670d\u52a1\u8282\u70b9\u65f6\uff0c\u5982\u4f55\u5feb\u901f\u5b9a\u4f4d\u6545\u969c\u3001\u4f18\u5316\u6027\u80fd\uff0c\u751a\u81f3\u9884\u5224\u6f5c\u5728\u98ce\u9669\uff1f\u8fd9\u6b63\u662f<strong>\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\uff08Observability Platform\uff09<\/strong>\u7684\u4ef7\u503c\u6240\u5728\u3002\u5b83\u4e0d\u4ec5\u91cd\u65b0\u5b9a\u4e49\u4e86\u8fd0\u7ef4\u7684\u8fb9\u754c\uff0c\u66f4\u6210\u4e3a\u5fae\u670d\u52a1\u67b6\u6784\u9ad8\u6548\u8fd0\u884c\u7684\u201c\u795e\u7ecf\u4e2d\u67a2\u201d\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u5982\u4f55\u4e3a\u5fae\u670d\u52a1\u67b6\u6784\u63d0\u4f9b\u5173\u952e\u652f\u6301\uff0c\u5e2e\u52a9\u4f01\u4e1a\u4ece\u201c\u76f2\u4eba\u6478\u8c61\u201d\u8d70\u5411\u201c\u5168\u5c40\u6d1e\u5bdf\u201d\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-\u4ece-\u76d1\u63a7-\u5230-\u53ef\u89c2\u6d4b\u6027-\u5fae\u670d\u52a1\u67b6\u6784\u7684\u8fd0\u7ef4\u5347\u7ea7\">\u4e00\u3001<strong>\u4ece\u201c\u76d1\u63a7\u201d\u5230\u201c\u53ef\u89c2\u6d4b\u6027\u201d\uff1a\u5fae\u670d\u52a1\u67b6\u6784\u7684\u8fd0\u7ef4\u5347\u7ea7<\/strong><\/h3>\n<p>\u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u4f9d\u8d56\u4e8e\u9884\u8bbe\u7684\u6307\u6807\u548c\u9608\u503c\uff0c\u4f8b\u5982CPU\u4f7f\u7528\u7387\u6216\u63a5\u53e3\u54cd\u5e94\u65f6\u95f4\u3002\u4f46\u5728\u5fae\u670d\u52a1\u573a\u666f\u4e2d\uff0c\u8fd9\u79cd\u88ab\u52a8\u5f0f\u76d1\u63a7\u7684\u5c40\u9650\u6027\u663e\u800c\u6613\u89c1\uff1a\u670d\u52a1\u95f4\u7684\u4f9d\u8d56\u5173\u7cfb\u9519\u7efc\u590d\u6742\uff0c\u4e00\u6b21\u4e1a\u52a1\u5f02\u5e38\u53ef\u80fd\u7531\u591a\u4e2a\u670d\u52a1\u7684\u8fde\u9501\u53cd\u5e94\u5bfc\u81f4\uff0c\u4ec5\u9760\u57fa\u7840\u6307\u6807\u65e0\u6cd5\u8fd8\u539f\u5b8c\u6574\u7684\u6545\u969c\u573a\u666f\u3002<\/p>\n<p><strong>\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0<\/strong>\u901a\u8fc7\u6574\u5408<strong>\u6307\u6807\uff08Metrics\uff09\u3001\u65e5\u5fd7\uff08Logs\uff09\u3001\u8ffd\u8e2a\uff08Traces\uff09<\/strong>\u4e09\u5927\u6838\u5fc3\u6570\u636e\u6e90\uff0c\u6784\u5efa\u4e86\u591a\u7ef4\u5ea6\u7684\u89c2\u6d4b\u4f53\u7cfb\u3002\u4f8b\u5982\uff0c\u5f53\u67d0\u7535\u5546\u7cfb\u7edf\u7684\u652f\u4ed8\u63a5\u53e3\u51fa\u73b0\u5ef6\u8fdf\u65f6\uff0c\u5e73\u53f0\u4e0d\u4ec5\u80fd\u6355\u6349\u5230\u6570\u636e\u5e93\u67e5\u8be2\u8017\u65f6\u589e\u52a0\uff08\u6307\u6807\uff09\uff0c\u8fd8\u80fd\u5173\u8054\u5230\u5177\u4f53\u670d\u52a1\u7684\u9519\u8bef\u65e5\u5fd7\uff08\u65e5\u5fd7\uff09\uff0c\u5e76\u8ffd\u6eaf\u8bf7\u6c42\u5728\u7f51\u5173\u3001\u8ba2\u5355\u670d\u52a1\u3001\u5e93\u5b58\u670d\u52a1\u4e4b\u95f4\u7684\u5b8c\u6574\u8c03\u7528\u94fe\u8def\uff08\u8ffd\u8e2a\uff09\u3002\u8fd9\u79cd\u7acb\u4f53\u5316\u7684\u5206\u6790\u80fd\u529b\uff0c\u4f7f\u5f97\u8fd0\u7ef4\u56e2\u961f\u80fd\u591f\u4ece\u88ab\u52a8\u54cd\u5e94\u8f6c\u5411\u4e3b\u52a8\u6d1e\u5bdf\u3002<\/p>\n<hr>\n<h3 id=\"\u4e8c-\u5206\u5e03\u5f0f\u8ffd\u8e2a-\u8fd8\u539f\u5fae\u670d\u52a1\u95f4\u7684-\u8774\u8776\u6548\u5e94\">\u4e8c\u3001<strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5206\u5e03\u5f0f\u8ffd\u8e2a<\/a>\uff1a\u8fd8\u539f\u5fae\u670d\u52a1\u95f4\u7684\u201c\u8774\u8776\u6548\u5e94\u201d<\/strong><\/h3>\n<p>\u5728\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\uff0c\u4e00\u4e2a\u7528\u6237\u8bf7\u6c42\u53ef\u80fd\u6d89\u53ca\u591a\u4e2a\u670d\u52a1\u7684\u534f\u540c\u5de5\u4f5c\u3002\u4f8b\u5982\uff0c\u4e00\u6b21\u7b80\u5355\u7684\u201c\u7528\u6237\u767b\u5f55\u201d\u64cd\u4f5c\uff0c\u53ef\u80fd\u89e6\u53d1\u8ba4\u8bc1\u670d\u52a1\u3001\u6743\u9650\u670d\u52a1\u3001\u65e5\u5fd7\u670d\u52a1\u7b49\u591a\u4e2a\u6a21\u5757\u7684\u8c03\u7528\u3002\u82e5\u5176\u4e2d\u67d0\u4e2a\u73af\u8282\u51fa\u73b0\u6027\u80fd\u74f6\u9888\uff0c\u4f20\u7edf\u65b9\u5f0f\u9700\u8981\u9010\u4e2a\u670d\u52a1\u6392\u67e5\uff0c\u6548\u7387\u6781\u4f4e\u3002<\/p>\n<p><strong>\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u901a\u8fc7<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5206\u5e03\u5f0f\u8ffd\u8e2a<\/a>\u6280\u672f\uff0c\u4e3a\u6bcf\u4e2a\u8bf7\u6c42\u751f\u6210\u552f\u4e00\u7684Trace ID<\/strong>\uff0c\u8bb0\u5f55\u5176\u8de8\u670d\u52a1\u7684\u5b8c\u6574\u751f\u547d\u5468\u671f\u3002\u4f8b\u5982\uff0c\u5f00\u6e90\u5de5\u5177Jaeger\u6216\u5546\u4e1a\u5e73\u53f0Datadog\u80fd\u591f\u53ef\u89c6\u5316\u5c55\u793a\u8bf7\u6c42\u8def\u5f84\uff0c\u5e76\u6807\u8bb0\u5404\u73af\u8282\u7684\u8017\u65f6\u4e0e\u72b6\u6001\u3002\u8fd9\u4e0d\u4ec5\u5e2e\u52a9\u56e2\u961f\u5feb\u901f\u5b9a\u4f4d\u6162\u67e5\u8be2\u3001\u670d\u52a1\u8d85\u65f6\u7b49\u95ee\u9898\uff0c\u8fd8\u80fd\u901a\u8fc7<strong>\u8c03\u7528\u94fe\u5206\u6790\uff08Dependency Analysis\uff09<\/strong>\u8bc6\u522b\u5197\u4f59\u7684\u4f9d\u8d56\u5173\u7cfb\uff0c\u4e3a\u67b6\u6784\u4f18\u5316\u63d0\u4f9b\u6570\u636e\u652f\u6491\u3002<\/p>\n<hr>\n<h3 id=\"\u4e09-\u65e5\u5fd7\u805a\u5408\u4e0e\u4e0a\u4e0b\u6587\u5173\u8054-\u4ece\u788e\u7247\u4fe1\u606f\u5230\u5b8c\u6574\u53d9\u4e8b\">\u4e09\u3001<strong>\u65e5\u5fd7\u805a\u5408\u4e0e\u4e0a\u4e0b\u6587\u5173\u8054\uff1a\u4ece\u788e\u7247\u4fe1\u606f\u5230\u5b8c\u6574\u53d9\u4e8b<\/strong><\/h3>\n<p>\u5fae\u670d\u52a1\u7684\u65e5\u5fd7\u6570\u636e\u901a\u5e38\u5206\u6563\u5728\u591a\u4e2a\u5bb9\u5668\u3001\u8282\u70b9\u751a\u81f3\u533a\u57df\u4e2d\u3002\u5f53\u7cfb\u7edf\u51fa\u73b0\u5f02\u5e38\u65f6\uff0c\u4eba\u5de5\u6536\u96c6\u548c\u7b5b\u9009\u65e5\u5fd7\u65e0\u5f02\u4e8e\u5927\u6d77\u635e\u9488\u3002\u67d0\u91d1\u878d\u7cfb\u7edf\u7684\u6545\u969c\u6848\u4f8b\u663e\u793a\uff0c\u4e00\u6b21\u6570\u636e\u4e0d\u4e00\u81f4\u95ee\u9898\u6d89\u53ca6\u4e2a\u670d\u52a1\u76842000\u591a\u6761\u65e5\u5fd7\uff0c\u4f20\u7edf\u65b9\u5f0f\u9700\u89813\u5c0f\u65f6\u6392\u67e5\uff0c\u800c\u901a\u8fc7<strong>\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u7684\u65e5\u5fd7\u805a\u5408\u529f\u80fd<\/strong>\uff0c\u65f6\u95f4\u7f29\u77ed\u81f315\u5206\u949f\u3002<\/p>\n<p>\u5e73\u53f0\u901a\u8fc7\u4ee5\u4e0b\u65b9\u5f0f\u63d0\u5347\u65e5\u5fd7\u7ba1\u7406\u6548\u7387\uff1a<\/p>\n<ol>\n<li><strong>\u7edf\u4e00\u91c7\u96c6\u4e0e\u5b58\u50a8<\/strong>\uff1a\u6574\u5408Fluentd\u3001Logstash\u7b49\u5de5\u5177\uff0c\u5b9e\u73b0\u8de8\u73af\u5883\u7684\u65e5\u5fd7\u6536\u96c6\uff1b\n<\/li>\n<li><strong>\u7ed3\u6784\u5316\u89e3\u6790<\/strong>\uff1a\u5c06\u975e\u7ed3\u6784\u5316\u7684\u6587\u672c\u65e5\u5fd7\u8f6c\u5316\u4e3a\u5e26\u6807\u7b7e\u7684\u6807\u51c6\u5316\u6570\u636e\uff1b\n<\/li>\n<li><strong>\u4e0a\u4e0b\u6587\u5173\u8054<\/strong>\uff1a\u5c06\u65e5\u5fd7\u4e0e\u5bf9\u5e94\u7684Trace ID\u3001\u670d\u52a1\u5b9e\u4f8b\u3001\u7528\u6237\u4f1a\u8bdd\u7b49\u4fe1\u606f\u7ed1\u5b9a\uff0c\u652f\u6301\u4e00\u952e\u8df3\u8f6c\u5206\u6790\u3002\n<\/li>\n<\/ol>\n<p>\u5f53\u67d0\u6b21API\u8c03\u7528\u5931\u8d25\u65f6\uff0c\u8fd0\u7ef4\u4eba\u5458\u53ef\u76f4\u63a5\u4ece\u9519\u8bef\u65e5\u5fd7\u8df3\u8f6c\u5230\u5173\u8054\u7684\u8bf7\u6c42\u8ffd\u8e2a\u94fe\u8def\uff0c\u67e5\u770b\u540c\u4e00\u7528\u6237\u7684\u5176\u4ed6\u64cd\u4f5c\u8bb0\u5f55\uff0c\u4ece\u800c\u5feb\u901f\u5224\u65ad\u662f\u5076\u53d1\u9519\u8bef\u8fd8\u662f\u7cfb\u7edf\u6027\u6545\u969c\u3002<\/p>\n<hr>\n<h3 id=\"\u56db-\u6307\u6807\u9a71\u52a8\u7684\u6027\u80fd\u4f18\u5316-\u4ece-\u6551\u706b-\u5230-\u9884\u9632\">\u56db\u3001<strong>\u6307\u6807\u9a71\u52a8\u7684\u6027\u80fd\u4f18\u5316\uff1a\u4ece\u201c\u6551\u706b\u201d\u5230\u201c\u9884\u9632\u201d<\/strong><\/h3>\n<p>\u5fae\u670d\u52a1\u7684\u52a8\u6001\u7279\u6027\u8981\u6c42\u8fd0\u7ef4\u7b56\u7565\u5177\u5907\u524d\u77bb\u6027\u3002<strong>\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u901a\u8fc7\u5b9e\u65f6\u91c7\u96c6\u670d\u52a1\u6307\u6807\uff08\u5982QPS\u3001\u9519\u8bef\u7387\u3001\u8d44\u6e90\u5229\u7528\u7387\uff09<\/strong>\uff0c\u5e76\u7ed3\u5408\u5386\u53f2\u6570\u636e\u5efa\u7acb\u57fa\u7ebf\u6a21\u578b\uff0c\u53ef\u5b9e\u73b0\u5f02\u5e38\u68c0\u6d4b\u4e0e\u5bb9\u91cf\u89c4\u5212\u3002<\/p>\n<p>\u5178\u578b\u5e94\u7528\u573a\u666f\u5305\u62ec\uff1a<\/p>\n<ul>\n<li><strong>\u81ea\u52a8\u544a\u8b66<\/strong>\uff1a\u5f53\u670d\u52a1\u54cd\u5e94\u65f6\u95f4\u7684P99\u503c\u8d85\u8fc7\u57fa\u7ebf30%\u65f6\u89e6\u53d1\u9884\u8b66\uff0c\u800c\u975e\u7b49\u5f85\u5f7b\u5e95\u5b95\u673a\uff1b\n<\/li>\n<li><strong>\u74f6\u9888\u5206\u6790<\/strong>\uff1a\u901a\u8fc7\u706b\u7130\u56fe\uff08Flame Graph\uff09\u5b9a\u4f4d\u4ee3\u7801\u7ea7\u6027\u80fd\u95ee\u9898\uff0c\u4f8b\u5982\u67d0Java\u670d\u52a1\u7684GC\u9891\u7e41\u5bfc\u81f4\u5ef6\u8fdf\uff1b\n<\/li>\n<li><strong>\u5bb9\u91cf\u9884\u6d4b<\/strong>\uff1a\u57fa\u4e8e\u6d41\u91cf\u589e\u957f\u8d8b\u52bf\uff0c\u63d0\u524d\u6269\u5bb9\u6570\u636e\u5e93\u8fde\u63a5\u6c60\u6216\u7f13\u5b58\u8282\u70b9\u3002\n<\/li>\n<\/ul>\n<p>\u67d0\u89c6\u9891\u6d41\u5a92\u4f53\u516c\u53f8\u7684\u5b9e\u8df5\u8868\u660e\uff0c\u901a\u8fc7\u6307\u6807\u9a71\u52a8\u7684\u4f18\u5316\uff0c\u5176\u6838\u5fc3\u670d\u52a1\u7684\u9519\u8bef\u7387\u964d\u4f4e\u4e8662%\uff0c\u8d44\u6e90\u6210\u672c\u8282\u7701\u4e8635%\u3002<\/p>\n<hr>\n<h3 id=\"\u4e94-\u670d\u52a1\u62d3\u6251\u4e0e\u4f9d\u8d56\u6cbb\u7406-\u8ba9\u67b6\u6784-\u53ef\u89c1\u53ef\u63a7\">\u4e94\u3001<strong>\u670d\u52a1\u62d3\u6251\u4e0e\u4f9d\u8d56\u6cbb\u7406\uff1a\u8ba9\u67b6\u6784\u201c\u53ef\u89c1\u53ef\u63a7\u201d<\/strong><\/h3>\n<p>\u968f\u7740\u5fae\u670d\u52a1\u6570\u91cf\u7684\u589e\u52a0\uff0c\u56e2\u961f\u5e38\u9762\u4e34\u201c\u67b6\u6784\u8150\u5316\u201d\u7684\u6311\u6218\uff1a\u670d\u52a1\u95f4\u4f9d\u8d56\u5173\u7cfb\u4e0d\u900f\u660e\uff0c\u6280\u672f\u503a\u5806\u79ef\u5bfc\u81f4\u53d8\u66f4\u98ce\u9669\u9661\u589e\u3002<strong>\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u901a\u8fc7\u52a8\u6001\u751f\u6210\u670d\u52a1\u62d3\u6251\u56fe<\/strong>\uff0c\u76f4\u89c2\u5c55\u793a\u670d\u52a1\u95f4\u7684\u8c03\u7528\u5173\u7cfb\u3001\u6d41\u91cf\u6bd4\u4f8b\u53ca\u5065\u5eb7\u72b6\u6001\u3002<\/p>\n<p>Netflix\u5f00\u6e90\u7684<strong>Zuul\u7f51\u5173<\/strong>\u4e0e\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u7ed3\u5408\u540e\uff0c\u53ef\u5b9e\u65f6\u5c55\u793aAPI\u7684\u8c03\u7528\u8def\u5f84\uff0c\u5e76\u6807\u8bb0\u51fa\u9ad8\u98ce\u9669\u7684\u5f3a\u4f9d\u8d56\u670d\u52a1\u3002\u6b64\u5916\uff0c\u5e73\u53f0\u8fd8\u80fd\u8bc6\u522b\u201c\u50f5\u5c38\u63a5\u53e3\u201d\uff08\u957f\u671f\u65e0\u6d41\u91cf\u7684API\uff09\u6216\u201c\u5faa\u73af\u4f9d\u8d56\u201d\uff08Service 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style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a><\/a>\uff08RCA\uff09\u5f80\u5f80\u9700\u8981\u8de8\u56e2\u961f\u534f\u4f5c\u3002<strong>\u65b0\u4e00\u4ee3\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u5f15\u5165AI\u7b97\u6cd5<\/strong>\uff0c\u901a\u8fc7\u5f02\u5e38\u68c0\u6d4b\u3001\u6a21\u5f0f\u8bc6\u522b\u548c\u56e0\u679c\u5173\u7cfb\u63a8\u7406\uff0c\u81ea\u52a8\u7f29\u5c0f\u6392\u67e5\u8303\u56f4\u3002<\/p>\n<p>\u5f53\u8ba2\u5355\u670d\u52a1\u51fa\u73b0\u5927\u91cf\u8d85\u65f6\u544a\u8b66\u65f6\uff0c\u5e73\u53f0\u53ef\u80fd\u81ea\u52a8\u5173\u8054\u5230\uff1a<\/p>\n<ol>\n<li>\u540c\u4e00\u65f6\u95f4\u6bb5\u5185\u6570\u636e\u5e93\u4e3b\u8282\u70b9\u7684CPU\u4f7f\u7528\u7387\u98d9\u5347\uff1b\n<\/li>\n<li>\u7f13\u5b58\u670d\u52a1\u7684\u547d\u4e2d\u7387\u4e0b\u964d\u81f360%\uff1b\n<\/li>\n<li>\u5173\u8054\u7684\u7269\u6d41\u670d\u52a1\u63a5\u53e3\u8fd4\u56de\u4e86504\u9519\u8bef\u3002\n<\/li>\n<\/ol>\n<p>\u901a\u8fc7\u52a0\u6743\u8ba1\u7b97\uff0c\u5e73\u53f0\u53ef\u63d0\u793a\u201c\u6570\u636e\u5e93\u8d1f\u8f7d\u8fc7\u9ad8\u662f\u6838\u5fc3\u6839\u56e0\u201d\uff0c\u5e76\u63a8\u8350\u201c\u542f\u7528\u8bfb\u5199\u5206\u79bb\u201d\u6216\u201c\u4f18\u5316\u6162\u67e5\u8be2\u201d\u7b49\u4fee\u590d\u5efa\u8bae\u3002Gartner\u9884\u6d4b\uff0c\u52302025\u5e74\uff0c30%\u7684\u4f01\u4e1a\u5c06\u4f9d\u8d56AIOps\u80fd\u529b\u5b9e\u73b0\u6545\u969c\u81ea\u6108\uff0c\u663e\u8457\u964d\u4f4eMTTR\uff08\u5e73\u5747\u4fee\u590d\u65f6\u95f4\uff09\u3002<\/p>\n<hr>\n<h3 id=\"\u4e03-devops\u534f\u4f5c-\u6253\u7834\u6570\u636e\u5b64\u5c9b-\u52a0\u901f\u95ed\u73af\u53cd\u9988\">\u4e03\u3001<strong>DevOps\u534f\u4f5c\uff1a\u6253\u7834\u6570\u636e\u5b64\u5c9b\uff0c\u52a0\u901f\u95ed\u73af\u53cd\u9988<\/strong><\/h3>\n<p>\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u7684\u4ef7\u503c\u4e0d\u4ec5\u9650\u4e8e\u8fd0\u7ef4\u56e2\u961f\u3002\u901a\u8fc7\u5c06\u89c2\u6d4b\u6570\u636e\u878d\u5165DevOps\u6d41\u7a0b\uff0c\u53ef\u5b9e\u73b0\u5f00\u53d1\u3001\u6d4b\u8bd5\u3001\u8fd0\u7ef4\u7684\u89d2\u8272\u534f\u540c\uff1a<\/p>\n<ul>\n<li><strong>\u5f00\u53d1\u9636\u6bb5<\/strong>\uff1a\u5728CI\/CD\u7ba1\u9053\u4e2d\u96c6\u6210\u6027\u80fd\u57fa\u7ebf\u6d4b\u8bd5\uff0c\u9632\u6b62\u4ee3\u7801\u52a3\u5316\uff1b\n<\/li>\n<li><strong>\u6d4b\u8bd5\u9636\u6bb5<\/strong>\uff1a\u5229\u7528\u751f\u4ea7\u73af\u5883\u7684\u771f\u5b9e\u6d41\u91cf\u56de\u653e\uff0c\u9a8c\u8bc1\u65b0\u7248\u672c\u517c\u5bb9\u6027\uff1b\n<\/li>\n<li><strong>\u8fd0\u7ef4\u9636\u6bb5<\/strong>\uff1a\u901a\u8fc7\u81ea\u52a8\u5316\u5267\u672c\uff08Playbook\uff09\u5c06\u5e38\u89c1\u6545\u969c\u7684\u4fee\u590d\u52a8\u4f5c\u6807\u51c6\u5316\u3002\n<\/li>\n<\/ul>\n<p>\u67d0\u8de8\u56fd\u96f6\u552e\u4f01\u4e1a\u901a\u8fc7\u642d\u5efa\u7edf\u4e00\u7684\u53ef\u89c2\u6d4b\u6027\u4e2d\u53f0\uff0c\u5c06\u6545\u969c\u5e73\u5747\u5904\u7406\u65f6\u95f4\u4ece2\u5c0f\u65f6\u7f29\u77ed\u81f320\u5206\u949f\uff0c\u7248\u672c\u53d1\u5e03\u9891\u7387\u63d0\u5347\u4e863\u500d\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u524d\u8a00 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\u4e8c\u3001\u5206\u5e03\u5f0f\u8ffd\u8e2a\uff1a\u8fd8\u539f\u5fae\u670d\u52a1\u95f4\u7684\u201c\u8774\u8776\u6548\u5e94\u201d \u5728\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\uff0c\u4e00\u4e2a\u7528\u6237\u8bf7\u6c42\u53ef\u80fd\u6d89\u53ca\u591a\u4e2a\u670d\u52a1\u7684\u534f\u540c\u5de5\u4f5c\u3002\u4f8b\u5982\uff0c\u4e00\u6b21\u7b80\u5355\u7684\u201c\u7528\u6237\u767b\u5f55\u201d\u64cd\u4f5c\uff0c\u53ef\u80fd\u89e6\u53d1\u8ba4\u8bc1\u670d\u52a1\u3001\u6743\u9650\u670d\u52a1\u3001\u65e5\u5fd7\u670d\u52a1\u7b49\u591a\u4e2a\u6a21\u5757\u7684\u8c03\u7528\u3002\u82e5\u5176\u4e2d\u67d0\u4e2a\u73af\u8282\u51fa\u73b0\u6027\u80fd\u74f6\u9888\uff0c\u4f20\u7edf\u65b9\u5f0f\u9700\u8981\u9010\u4e2a\u670d\u52a1\u6392\u67e5\uff0c\u6548\u7387\u6781\u4f4e\u3002 \u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u901a\u8fc7\u5206\u5e03\u5f0f\u8ffd\u8e2a\u6280\u672f\uff0c\u4e3a\u6bcf\u4e2a\u8bf7\u6c42\u751f\u6210\u552f\u4e00\u7684Trace ID\uff0c\u8bb0\u5f55\u5176\u8de8\u670d\u52a1\u7684\u5b8c\u6574\u751f\u547d\u5468\u671f\u3002\u4f8b\u5982\uff0c\u5f00\u6e90\u5de5\u5177Jaeger\u6216\u5546\u4e1a\u5e73\u53f0Datadog\u80fd\u591f\u53ef\u89c6\u5316\u5c55\u793a\u8bf7\u6c42\u8def\u5f84\uff0c\u5e76\u6807\u8bb0\u5404\u73af\u8282\u7684\u8017\u65f6\u4e0e\u72b6\u6001\u3002\u8fd9\u4e0d\u4ec5\u5e2e\u52a9\u56e2\u961f\u5feb\u901f\u5b9a\u4f4d\u6162\u67e5\u8be2\u3001\u670d\u52a1\u8d85\u65f6\u7b49\u95ee\u9898\uff0c\u8fd8\u80fd\u901a\u8fc7\u8c03\u7528\u94fe\u5206\u6790\uff08Dependency Analysis\uff09\u8bc6\u522b\u5197\u4f59\u7684\u4f9d\u8d56\u5173\u7cfb\uff0c\u4e3a\u67b6\u6784\u4f18\u5316\u63d0\u4f9b\u6570\u636e\u652f\u6491\u3002 \u4e09\u3001\u65e5\u5fd7\u805a\u5408\u4e0e\u4e0a\u4e0b\u6587\u5173\u8054\uff1a\u4ece\u788e\u7247\u4fe1\u606f\u5230\u5b8c\u6574\u53d9\u4e8b 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