{"id":35566,"date":"2025-03-19T10:09:37","date_gmt":"2025-03-19T02:09:37","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=35566"},"modified":"2025-03-19T10:09:37","modified_gmt":"2025-03-19T02:09:37","slug":"%e5%8f%af%e8%a7%82%e6%b5%8b%e6%80%a7%e5%b9%b3%e5%8f%b0%e5%a6%82%e4%bd%95%e5%ba%94%e5%af%b9%e5%a4%a7%e8%a7%84%e6%a8%a1%e7%b3%bb%e7%bb%9f%e6%89%a9%e5%b1%95%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/35566.html","title":{"rendered":"\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u5982\u4f55\u5e94\u5bf9\u5927\u89c4\u6a21\u7cfb\u7edf\u6269\u5c55\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/03\/e7jF21uS2x.jpg\" alt=\"\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u5982\u4f55\u5e94\u5bf9\u5927\u89c4\u6a21\u7cfb\u7edf\u6269\u5c55\uff1f\" ><\/p>\n<\/p>\n<p><strong>\u524d\u8a00<\/strong><br \/>\n\u5f53\u4f01\u4e1a\u7684\u4e1a\u52a1\u89c4\u6a21\u4ee5\u6307\u6570\u7ea7\u81a8\u80c0\uff0c\u6280\u672f\u67b6\u6784\u4ece\u5355\u4f53\u5f0f\u6f14\u53d8\u4e3a\u5fae\u670d\u52a1\u3001\u4e91\u539f\u751f\u65f6\uff0c&rdquo;\u53ef\u89c2\u6d4b\u6027&rdquo;\u4e0d\u518d\u662f\u4e00\u4e2a\u6280\u672f\u9886\u57df\u7684\u53ef\u9009\u6982\u5ff5\uff0c\u800c\u662f\u51b3\u5b9a\u7cfb\u7edf\u80fd\u5426\u5065\u5eb7\u8fd0\u884c\u7684\u6838\u5fc3\u80fd\u529b\u3002\u636eGartner\u9884\u6d4b\uff0c\u52302025\u5e74\uff0c70%\u7684\u4f01\u4e1a\u5c06\u4f9d\u8d56\u53ef\u89c2\u6d4b\u6027\u5de5\u5177\u5b9e\u73b0\u7cfb\u7edf\u6027\u80fd\u7ba1\u7406\u3002\u7136\u800c\uff0c<strong>\u5927\u89c4\u6a21\u7cfb\u7edf\u6269\u5c55<\/strong>\u5e26\u6765\u7684\u6570\u636e\u7206\u70b8\u3001\u94fe\u8def\u590d\u6742\u6027\u548c\u5b9e\u65f6\u6027\u6311\u6218\uff0c\u6b63\u5728\u4e0d\u65ad\u6324\u538b\u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u7684\u6781\u9650\u3002\u5728\u8fd9\u6837\u7684\u80cc\u666f\u4e0b\uff0c<strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0<\/a><\/strong>\u5982\u4f55\u7a81\u7834\u74f6\u9888\uff0c\u6210\u4e3a\u652f\u6491\u4e1a\u52a1\u5f39\u6027\u7684\u5173\u952e\uff1f\u672c\u6587\u5c06\u56f4\u7ed5\u8fd9\u4e00\u547d\u9898\uff0c\u4ece\u67b6\u6784\u8bbe\u8ba1\u3001\u6570\u636e\u5904\u7406\u5230\u667a\u80fd\u5206\u6790\uff0c\u63ed\u793a\u5e94\u5bf9\u5927\u89c4\u6a21\u6269\u5c55\u7684\u6838\u5fc3\u7b56\u7565\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-\u5927\u89c4\u6a21\u7cfb\u7edf\u7684\u53ef\u89c2\u6d4b\u6027\u6311\u6218-\u4ece\u91cf\u53d8\u5230\u8d28\u53d8\"><strong>\u4e00\u3001\u5927\u89c4\u6a21\u7cfb\u7edf\u7684\u53ef\u89c2\u6d4b\u6027\u6311\u6218\uff1a\u4ece\u91cf\u53d8\u5230\u8d28\u53d8<\/strong><\/h3>\n<p>\u5728\u5355\u4f53\u67b6\u6784\u65f6\u4ee3\uff0c\u7cfb\u7edf\u7684\u76d1\u63a7\u9700\u6c42\u76f8\u5bf9\u7b80\u5355\uff1a\u65e5\u5fd7\u6536\u96c6\u3001\u9519\u8bef\u62a5\u8b66\u3001\u6027\u80fd\u6307\u6807\u7edf\u8ba1\u5373\u53ef\u8986\u76d6\u5927\u591a\u6570\u573a\u666f\u3002\u4f46\u968f\u7740\u5206\u5e03\u5f0f\u7cfb\u7edf\u3001\u5bb9\u5668\u5316\u90e8\u7f72\u548cServerless\u6280\u672f\u7684\u666e\u53ca\uff0c\u7cfb\u7edf\u590d\u6742\u5ea6\u5448\u51e0\u4f55\u7ea7\u589e\u957f\u3002\u4f8b\u5982\uff0c\u4e00\u6b21\u7528\u6237\u8bf7\u6c42\u53ef\u80fd\u6a2a\u8de8\u6570\u5341\u4e2a\u5fae\u670d\u52a1\u3001\u591a\u4e2a\u4e91\u533a\u57df\u751a\u81f3\u7b2c\u4e09\u65b9API\uff0c\u4f20\u7edf\u7684\u76d1\u63a7\u624b\u6bb5\u96be\u4ee5\u6355\u6349\u5168\u94fe\u8def\u72b6\u6001\u3002<\/p>\n<p>\u6b64\u65f6\uff0c<strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0<\/a><\/strong>\u7684\u6838\u5fc3\u77db\u76fe\u8f6c\u53d8\u4e3a\uff1a\u5982\u4f55\u5728<strong>\u6d77\u91cf\u6570\u636e<\/strong>\uff08\u6bcf\u79d2TB\u7ea7\u65e5\u5fd7\u3001\u767e\u4e07\u7ea7\u6307\u6807\uff09\u4e0e<strong>\u5b9e\u65f6\u54cd\u5e94<\/strong>\uff08\u6beb\u79d2\u7ea7\u6545\u969c\u5b9a\u4f4d\uff09\u4e4b\u95f4\u627e\u5230\u5e73\u8861\uff1f\u6b64\u5916\uff0c\u52a8\u6001\u6269\u5c55\u7684\u4e91\u73af\u5883\u8981\u6c42\u5e73\u53f0\u5177\u5907<strong>\u5f39\u6027\u611f\u77e5\u80fd\u529b<\/strong>\uff0c\u80fd\u591f\u81ea\u52a8\u9002\u914d\u8282\u70b9\u589e\u51cf\u3001\u6d41\u91cf\u6ce2\u52a8\u7b49\u573a\u666f\uff0c\u800c\u975e\u4f9d\u8d56\u9759\u6001\u914d\u7f6e\u3002<\/p>\n<hr>\n<h3 id=\"\u4e8c-\u67b6\u6784\u9769\u65b0-\u4ece\u4e2d\u5fc3\u5316\u5230\u5206\u5e03\u5f0f\u53ef\u89c2\u6d4b\"><strong>\u4e8c\u3001\u67b6\u6784\u9769\u65b0\uff1a\u4ece\u4e2d\u5fc3\u5316\u5230\u5206\u5e03\u5f0f\u53ef\u89c2\u6d4b<\/strong><\/h3>\n<p>\u5e94\u5bf9\u5927\u89c4\u6a21\u6269\u5c55\u7684\u9996\u8981\u4efb\u52a1\u662f\u91cd\u6784\u5e73\u53f0\u67b6\u6784\u3002\u4f20\u7edf\u4e2d\u5fc3\u5316\u67b6\u6784\uff08\u5982\u5355\u4e00\u65e5\u5fd7\u670d\u52a1\u5668\uff09\u5bb9\u6613\u6210\u4e3a\u6027\u80fd\u74f6\u9888\uff0c\u800c<strong>\u5206\u5e03\u5f0f\u53ef\u89c2\u6d4b\u6027\u67b6\u6784<\/strong>\u901a\u8fc7\u591a\u5c42\u89e3\u8026\u5b9e\u73b0\u6c34\u5e73\u6269\u5c55\uff1a<\/p>\n<ol>\n<li><strong>\u8fb9\u7f18\u6570\u636e\u91c7\u96c6\u5c42<\/strong>\uff1a\u5728\u670d\u52a1\u8282\u70b9\u90e8\u7f72\u8f7b\u91cf\u7ea7Agent\uff0c\u652f\u6301\u52a8\u6001\u6ce8\u518c\u4e0e\u8d44\u6e90\u9694\u79bb\u3002\u4f8b\u5982\uff0cOpenTelemetry\u63d0\u51fa\u7684<strong>\u65e0\u4fb5\u5165\u5f0f\u63a2\u9488<\/strong>\uff0c\u53ef\u81ea\u52a8\u6ce8\u5165\u5230\u5bb9\u5668\u73af\u5883\u4e2d\uff0c\u51cf\u5c11\u4ee3\u7801\u8026\u5408\u3002\n<\/li>\n<li><strong>\u6d41\u5f0f\u5904\u7406\u5f15\u64ce<\/strong>\uff1a\u91c7\u7528Kafka\u3001Flink\u7b49\u6280\u672f\uff0c\u5bf9\u65e5\u5fd7\u3001\u6307\u6807\u3001\u8ffd\u8e2a\u6570\u636e\u8fdb\u884c\u5b9e\u65f6\u6e05\u6d17\u3001\u805a\u5408\uff0c\u964d\u4f4e\u5b58\u50a8\u538b\u529b\u3002\n<\/li>\n<li><strong>\u5f39\u6027\u5b58\u50a8\u5c42<\/strong>\uff1a\u7ed3\u5408\u65f6\u5e8f\u6570\u636e\u5e93\uff08\u5982Prometheus TSDB\uff09\u4e0e\u5bf9\u8c61\u5b58\u50a8\uff08\u5982S3\uff09\uff0c\u5b9e\u73b0\u70ed\u6570\u636e\u5feb\u901f\u67e5\u8be2\u4e0e\u51b7\u6570\u636e\u4f4e\u6210\u672c\u5f52\u6863\u7684\u5e73\u8861\u3002\n<\/li>\n<\/ol>\n<p>\u8fd9\u79cd\u67b6\u6784\u7684\u4f18\u52bf\u5728\u4e8e\uff0c<strong>\u6bcf\u4e2a\u5c42\u7ea7\u5747\u53ef\u72ec\u7acb\u6269\u5c55<\/strong>\u3002\u4f8b\u5982\uff0c\u6d41\u91cf\u6fc0\u589e\u65f6\uff0c\u53ef\u901a\u8fc7\u589e\u52a0Kafka\u5206\u533a\u548cFlink\u4efb\u52a1\u5e76\u884c\u5ea6\u63d0\u5347\u541e\u5410\u91cf\uff0c\u800c\u65e0\u9700\u91cd\u6784\u6574\u4e2a\u7cfb\u7edf\u3002<\/p>\n<hr>\n<h3 id=\"\u4e09-\u6570\u636e\u964d\u566a\u4e0e\u667a\u80fd\u91c7\u6837-\u4ece-\u5168\u91cf-\u5230-\u7cbe\u51c6\"><strong>\u4e09\u3001\u6570\u636e\u964d\u566a\u4e0e\u667a\u80fd\u91c7\u6837\uff1a\u4ece\u201c\u5168\u91cf\u201d\u5230\u201c\u7cbe\u51c6\u201d<\/strong><\/h3>\n<p>\u5728\u5927\u89c4\u6a21\u7cfb\u7edf\u4e2d\uff0c\u8bd5\u56fe\u6536\u96c6\u6240\u6709\u6570\u636e\u4e0d\u4ec5\u6210\u672c\u9ad8\u6602\uff0c\u8fd8\u4f1a\u5bfc\u81f4\u5206\u6790\u6548\u7387\u4e0b\u964d\u3002<strong>\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0<\/strong>\u9700\u5f15\u5165\u667a\u80fd\u7b56\u7565\uff0c\u5b9e\u73b0\u6570\u636e\u4ef7\u503c\u7684\u6700\u5927\u5316\u63d0\u53d6\uff1a<\/p>\n<ul>\n<li><strong>\u52a8\u6001\u91c7\u6837\u673a\u5236<\/strong>\uff1a\u6839\u636e\u9519\u8bef\u7387\u3001\u5ef6\u8fdf\u7b49\u6307\u6807\u52a8\u6001\u8c03\u6574\u6570\u636e\u91c7\u6837\u7387\u3002\u4f8b\u5982\uff0c\u6b63\u5e38\u6d41\u91cf\u4e0b\u4ec5\u4fdd\u75591%\u7684\u8ffd\u8e2a\u6570\u636e\uff0c\u800c\u5f53\u67d0\u4e2a\u670d\u52a1\u51fa\u73b0\u5f02\u5e38\u65f6\uff0c\u81ea\u52a8\u63d0\u5347\u81f3100%\u91c7\u6837\u4ee5\u6355\u83b7\u5b8c\u6574\u4e0a\u4e0b\u6587\u3002\n<\/li>\n<li><strong>\u5f02\u5e38\u6a21\u5f0f\u8bc6\u522b<\/strong>\uff1a\u901a\u8fc7\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff08\u5982\u5b64\u7acb\u68ee\u6797\u7b97\u6cd5\uff09\u81ea\u52a8\u8bc6\u522b\u65e5\u5fd7\u4e2d\u7684\u5f02\u5e38\u6a21\u5f0f\uff0c\u8fc7\u6ee4\u91cd\u590d\u6027\u9519\u8bef\u62a5\u8b66\uff0c\u51cf\u5c11\u4eba\u5de5\u4ecb\u5165\u3002\n<\/li>\n<li><strong>\u4e0a\u4e0b\u6587\u5173\u8054<\/strong>\uff1a\u5c06\u6307\u6807\u3001\u65e5\u5fd7\u3001\u8ffd\u8e2a\u6570\u636e\u901a\u8fc7\u552f\u4e00\u8bf7\u6c42ID\u5173\u8054\uff0c\u907f\u514d\u5728\u5206\u6563\u7684\u6570\u636e\u5b64\u5c9b\u4e2d\u4f4e\u6548\u6392\u67e5\u95ee\u9898\u3002\n<\/li>\n<\/ul>\n<p>\u4ee5\u67d0\u5934\u90e8\u7535\u5546\u5e73\u53f0\u4e3a\u4f8b\uff0c\u901a\u8fc7\u5f15\u5165<strong>\u81ea\u9002\u5e94\u91c7\u6837\u7b97\u6cd5<\/strong>\uff0c\u5176\u53ef\u89c2\u6d4b\u6027\u7cfb\u7edf\u7684\u5b58\u50a8\u6210\u672c\u964d\u4f4e60%\uff0c\u540c\u65f6\u5173\u952e\u6545\u969c\u7684\u6392\u67e5\u65f6\u95f4\u7f29\u77ed\u4e8675%\u3002<\/p>\n<hr>\n<h3 id=\"\u56db-\u5168\u6808\u53ef\u89c2\u6d4b-\u4ece\u57fa\u7840\u8bbe\u65bd\u5230\u4e1a\u52a1\u903b\u8f91\"><strong>\u56db\u3001<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5168\u6808\u53ef\u89c2\u6d4b<\/a>\uff1a\u4ece\u57fa\u7840\u8bbe\u65bd\u5230\u4e1a\u52a1\u903b\u8f91<\/strong><\/h3>\n<p>\u5927\u89c4\u6a21\u7cfb\u7edf\u7684\u6269\u5c55\u5f80\u5f80\u4f34\u968f\u6280\u672f\u6808\u7684\u591a\u6837\u5316\u3002Kubernetes\u96c6\u7fa4\u3001Serverless\u51fd\u6570\u3001AI\u63a8\u7406\u670d\u52a1\u7b49\u7ec4\u4ef6\u9700\u8981\u7edf\u4e00\u7684\u89c2\u6d4b\u89c6\u89d2\u3002\u4e3a\u6b64\uff0c\u5e73\u53f0\u9700\u63d0\u4f9b<strong>\u5168\u6808\u8986\u76d6\u80fd\u529b<\/strong>\uff1a<\/p>\n<ol>\n<li><strong>\u57fa\u7840\u8bbe\u65bd\u5c42<\/strong>\uff1a\u76d1\u63a7CPU\u3001\u5185\u5b58\u3001\u7f51\u7edc\u7b49\u8d44\u6e90\u5229\u7528\u7387\uff0c\u7ed3\u5408\u81ea\u52a8\u6269\u7f29\u5bb9\u7b56\u7565\u9884\u6d4b\u5bb9\u91cf\u74f6\u9888\u3002\n<\/li>\n<li><strong>\u4e2d\u95f4\u4ef6\u5c42<\/strong>\uff1a\u5bf9\u6570\u636e\u5e93\u8fde\u63a5\u6c60\u3001\u6d88\u606f\u961f\u5217\u79ef\u538b\u3001\u7f13\u5b58\u547d\u4e2d\u7387\u7b49\u5173\u952e\u6307\u6807\u8fdb\u884c\u6df1\u5ea6\u5206\u6790\u3002\n<\/li>\n<li><strong>\u4e1a\u52a1\u5c42<\/strong>\uff1a\u901a\u8fc7\u81ea\u5b9a\u4e49\u6307\u6807\uff08\u5982\u8ba2\u5355\u521b\u5efa\u6210\u529f\u7387\uff09\u548c\u7aef\u5230\u7aef\u8ffd\u8e2a\uff0c\u5c06\u6280\u672f\u95ee\u9898\u4e0e\u4e1a\u52a1\u5f71\u54cd\u76f4\u63a5\u5173\u8054\u3002\n<\/li>\n<\/ol>\n<p>\u67d0\u91d1\u878d\u79d1\u6280\u516c\u53f8\u901a\u8fc7<strong>\u4e1a\u52a1\u94fe\u8def\u67d3\u8272<\/strong>\u6280\u672f\uff0c\u5728\u7070\u5ea6\u53d1\u5e03\u8fc7\u7a0b\u4e2d\u7cbe\u51c6\u5b9a\u4f4d\u5230\u67d0\u4e2a\u6570\u636e\u5e93\u6162\u67e5\u8be2\u5bfc\u81f4\u7684\u652f\u4ed8\u5931\u8d25\u95ee\u9898\uff0c\u907f\u514d\u4e86\u5168\u5c40\u56de\u6eda\u7684\u635f\u5931\u3002<\/p>\n<hr>\n<h3 id=\"\u4e94-aiops-\u4ece\u88ab\u52a8\u54cd\u5e94\u5230\u4e3b\u52a8\u9632\u5fa1\"><strong>\u4e94\u3001AIOps\uff1a\u4ece\u88ab\u52a8\u54cd\u5e94\u5230\u4e3b\u52a8\u9632\u5fa1<\/strong><\/h3>\n<p>\u5f53\u7cfb\u7edf\u89c4\u6a21\u8fbe\u5230\u4e00\u5b9a\u9608\u503c\uff0c\u4eba\u5de5\u8fd0\u7ef4\u5c06\u53d8\u5f97\u4e0d\u53ef\u6301\u7eed\u3002<strong>\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0<\/strong>\u9700\u6574\u5408AIOps\u80fd\u529b\uff0c\u5b9e\u73b0\u6545\u969c\u9884\u6d4b\u4e0e\u81ea\u6108\uff1a<\/p>\n<ul>\n<li><strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a>\uff08RCA\uff09<\/strong>\uff1a\u57fa\u4e8e\u62d3\u6251\u56fe\u8c31\u548c\u65f6\u5e8f\u76f8\u5173\u6027\u5206\u6790\uff0c\u81ea\u52a8\u5b9a\u4f4d\u6545\u969c\u6e90\u5934\u3002\u4f8b\u5982\uff0c\u901a\u8fc7\u5206\u6790\u670d\u52a1\u4f9d\u8d56\u5173\u7cfb\uff0c\u5feb\u901f\u8bc6\u522b\u67d0\u4e2a\u4e0b\u6e38API\u8d85\u65f6\u5f15\u53d1\u7684\u96ea\u5d29\u6548\u5e94\u3002\n<\/li>\n<li><strong>\u9884\u6d4b\u6027\u7ef4\u62a4<\/strong>\uff1a\u5229\u7528\u5386\u53f2\u6570\u636e\u8bad\u7ec3\u6a21\u578b\uff0c\u9884\u6d4b\u78c1\u76d8\u5199\u6ee1\u3001\u5185\u5b58\u6cc4\u6f0f\u7b49\u95ee\u9898\uff0c\u5e76\u5728\u9608\u503c\u89e6\u53d1\u524d\u53d1\u51fa\u9884\u8b66\u3002\n<\/li>\n<li><strong>\u81ea\u52a8\u5316\u4fee\u590d<\/strong>\uff1a\u4e0e\u8fd0\u7ef4\u7f16\u6392\u5de5\u5177\uff08\u5982Ansible\u3001Kubernetes Operator\uff09\u96c6\u6210\uff0c\u6267\u884c\u9884\u8bbe\u7684\u91cd\u542f\u3001\u6269\u5bb9\u6216\u6d41\u91cf\u5207\u6362\u64cd\u4f5c\u3002\n<\/li>\n<\/ul>\n<p>\u503c\u5f97\u5173\u6ce8\u7684\u662f\uff0cAIOps\u7684\u5e94\u7528\u9700\u907f\u514d\u201c\u9ed1\u7bb1\u5316\u201d\u3002\u5e73\u53f0\u5e94\u63d0\u4f9b\u53ef\u89e3\u91ca\u7684\u5206\u6790\u62a5\u544a\uff0c\u5e2e\u52a9\u8fd0\u7ef4\u4eba\u5458\u7406\u89e3\u51b3\u7b56\u903b\u8f91\uff0c\u9010\u6b65\u5efa\u7acb\u5bf9\u81ea\u52a8\u5316\u7cfb\u7edf\u7684\u4fe1\u4efb\u3002<\/p>\n<hr>\n<h3 id=\"\u516d-\u6210\u672c\u4e0e\u6548\u7387\u7684\u5e73\u8861\u672f\"><strong>\u516d\u3001\u6210\u672c\u4e0e\u6548\u7387\u7684\u5e73\u8861\u672f<\/strong><\/h3>\n<p>\u5927\u89c4\u6a21\u53ef\u89c2\u6d4b\u6027\u7cfb\u7edf\u7684\u5efa\u8bbe\u548c\u8fd0\u8425\u6210\u672c\u4e0d\u5bb9\u5ffd\u89c6\u3002\u636eCNCF\u8c03\u7814\uff0c43%\u7684\u4f01\u4e1a\u8ba4\u4e3a\u53ef\u89c2\u6d4b\u6027\u6210\u672c\u589e\u957f\u5feb\u4e8e\u4e1a\u52a1\u589e\u901f\u3002\u4e3a\u6b64\uff0c\u5e73\u53f0\u9700\u5185\u7f6e\u4f18\u5316\u7b56\u7565\uff1a<\/p>\n<ul>\n<li><strong>\u51b7\u70ed\u6570\u636e\u5206\u5c42<\/strong>\uff1a\u5c06\u9ad8\u9891\u8bbf\u95ee\u7684\u6570\u636e\u5b58\u50a8\u5728SSD\uff0c\u4f4e\u9891\u6570\u636e\u8fc1\u79fb\u81f3\u5ec9\u4ef7\u5b58\u50a8\u3002\n<\/li>\n<li><strong>\u6309\u9700\u8ba1\u7b97<\/strong>\uff1a\u901a\u8fc7Serverless\u51fd\u6570\u5904\u7406\u7a81\u53d1\u67e5\u8be2\u8bf7\u6c42\uff0c\u907f\u514d\u957f\u671f\u5360\u7528\u8ba1\u7b97\u8d44\u6e90\u3002\n<\/li>\n<li><strong>\u4ef7\u503c\u5bc6\u5ea6\u8bc4\u4f30<\/strong>\uff1a\u5b9a\u671f\u5ba1\u8ba1\u6570\u636e\u4f7f\u7528\u60c5\u51b5\uff0c\u5173\u95ed\u672a\u88ab\u67e5\u8be2\u7684\u6307\u6807\u6216\u65e5\u5fd7\u6e90\u3002\n<\/li>\n<\/ul>\n<p>\u67d0\u89c6\u9891\u6d41\u5a92\u4f53\u5e73\u53f0\u901a\u8fc7<strong>\u667a\u80fd\u6570\u636e\u751f\u547d\u5468\u671f\u7ba1\u7406<\/strong>\uff0c\u6bcf\u5e74\u8282\u7701\u8d85\u8fc7200\u4e07\u7f8e\u5143\u7684\u4e91\u5b58\u50a8\u8d39\u7528\uff0c\u540c\u65f6\u4fdd\u969c\u4e86\u6838\u5fc3\u4e1a\u52a1\u7684\u53ef\u89c2\u6d4b\u6027\u9700\u6c42\u3002<\/p>\n<hr>\n<h3 id=\"\u4e03-\u5f00\u653e\u751f\u6001-\u907f\u514d\u91cd\u590d\u9020\u8f6e\u5b50\"><strong>\u4e03\u3001\u5f00\u653e\u751f\u6001\uff1a\u907f\u514d\u91cd\u590d\u9020\u8f6e\u5b50<\/strong><\/h3>\n<p>\u6784\u5efa\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u65f6\uff0c\u201c\u95ed\u95e8\u9020\u8f66\u201d\u5f80\u5f80\u5bfc\u81f4\u517c\u5bb9\u6027\u5dee\u548c\u7ef4\u62a4\u6210\u672c\u9ad8\u3002\u62e5\u62b1\u5f00\u6e90\u6807\u51c6\uff08\u5982OpenTelemetry\u3001Prometheus\uff09\u548c\u4e91\u539f\u751f\u751f\u6001\uff08\u5982Grafana\u3001Elasticsearch\uff09\uff0c\u53ef\u5927\u5e45\u964d\u4f4e\u96c6\u6210\u96be\u5ea6\u3002\u540c\u65f6\uff0c\u63d0\u4f9b\u7075\u6d3b\u7684API\u548c\u63d2\u4ef6\u673a\u5236\uff0c\u5141\u8bb8\u4f01\u4e1a\u6839\u636e\u81ea\u8eab\u9700\u6c42\u6269\u5c55\u529f\u80fd\u3002<\/p>\n<p>\u8fd9\u4e00\u7b56\u7565\u5df2\u88ab\u4f17\u591a\u5934\u90e8\u4f01\u4e1a\u9a8c\u8bc1\u3002\u4f8b\u5982\uff0c\u67d0\u8de8\u56fd\u8f66\u4f01\u901a\u8fc7<strong>\u7edf\u4e00\u6570\u636e\u91c7\u96c6\u6807\u51c6<\/strong>\uff0c\u5c06\u539f\u672c\u5206\u6563\u768430\u591a\u4e2a\u76d1\u63a7\u5de5\u5177\u6574\u5408\u4e3a\u5355\u4e00\u5e73\u53f0\uff0c\u8fd0\u7ef4\u6548\u7387\u63d0\u534740%\u4ee5\u4e0a\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u524d\u8a00 \u5f53\u4f01\u4e1a\u7684\u4e1a\u52a1\u89c4\u6a21\u4ee5\u6307\u6570\u7ea7\u81a8\u80c0\uff0c\u6280\u672f\u67b6\u6784\u4ece\u5355\u4f53\u5f0f\u6f14\u53d8\u4e3a\u5fae\u670d\u52a1\u3001\u4e91\u539f\u751f\u65f6\uff0c&rdquo;\u53ef\u89c2\u6d4b\u6027&rdquo;\u4e0d\u518d\u662f\u4e00\u4e2a\u6280\u672f\u9886\u57df\u7684\u53ef\u9009\u6982\u5ff5\uff0c\u800c\u662f\u51b3\u5b9a\u7cfb\u7edf\u80fd\u5426\u5065\u5eb7\u8fd0\u884c\u7684\u6838\u5fc3\u80fd\u529b\u3002\u636eGartner\u9884\u6d4b\uff0c\u52302025\u5e74\uff0c70%\u7684\u4f01\u4e1a\u5c06\u4f9d\u8d56\u53ef\u89c2\u6d4b\u6027\u5de5\u5177\u5b9e\u73b0\u7cfb\u7edf\u6027\u80fd\u7ba1\u7406\u3002\u7136\u800c\uff0c\u5927\u89c4\u6a21\u7cfb\u7edf\u6269\u5c55\u5e26\u6765\u7684\u6570\u636e\u7206\u70b8\u3001\u94fe\u8def\u590d\u6742\u6027\u548c\u5b9e\u65f6\u6027\u6311\u6218\uff0c\u6b63\u5728\u4e0d\u65ad\u6324\u538b\u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u7684\u6781\u9650\u3002\u5728\u8fd9\u6837\u7684\u80cc\u666f\u4e0b\uff0c\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u5982\u4f55\u7a81\u7834\u74f6\u9888\uff0c\u6210\u4e3a\u652f\u6491\u4e1a\u52a1\u5f39\u6027\u7684\u5173\u952e\uff1f\u672c\u6587\u5c06\u56f4\u7ed5\u8fd9\u4e00\u547d\u9898\uff0c\u4ece\u67b6\u6784\u8bbe\u8ba1\u3001\u6570\u636e\u5904\u7406\u5230\u667a\u80fd\u5206\u6790\uff0c\u63ed\u793a\u5e94\u5bf9\u5927\u89c4\u6a21\u6269\u5c55\u7684\u6838\u5fc3\u7b56\u7565\u3002 \u4e00\u3001\u5927\u89c4\u6a21\u7cfb\u7edf\u7684\u53ef\u89c2\u6d4b\u6027\u6311\u6218\uff1a\u4ece\u91cf\u53d8\u5230\u8d28\u53d8 \u5728\u5355\u4f53\u67b6\u6784\u65f6\u4ee3\uff0c\u7cfb\u7edf\u7684\u76d1\u63a7\u9700\u6c42\u76f8\u5bf9\u7b80\u5355\uff1a\u65e5\u5fd7\u6536\u96c6\u3001\u9519\u8bef\u62a5\u8b66\u3001\u6027\u80fd\u6307\u6807\u7edf\u8ba1\u5373\u53ef\u8986\u76d6\u5927\u591a\u6570\u573a\u666f\u3002\u4f46\u968f\u7740\u5206\u5e03\u5f0f\u7cfb\u7edf\u3001\u5bb9\u5668\u5316\u90e8\u7f72\u548cServerless\u6280\u672f\u7684\u666e\u53ca\uff0c\u7cfb\u7edf\u590d\u6742\u5ea6\u5448\u51e0\u4f55\u7ea7\u589e\u957f\u3002\u4f8b\u5982\uff0c\u4e00\u6b21\u7528\u6237\u8bf7\u6c42\u53ef\u80fd\u6a2a\u8de8\u6570\u5341\u4e2a\u5fae\u670d\u52a1\u3001\u591a\u4e2a\u4e91\u533a\u57df\u751a\u81f3\u7b2c\u4e09\u65b9API\uff0c\u4f20\u7edf\u7684\u76d1\u63a7\u624b\u6bb5\u96be\u4ee5\u6355\u6349\u5168\u94fe\u8def\u72b6\u6001\u3002 \u6b64\u65f6\uff0c\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u7684\u6838\u5fc3\u77db\u76fe\u8f6c\u53d8\u4e3a\uff1a\u5982\u4f55\u5728\u6d77\u91cf\u6570\u636e\uff08\u6bcf\u79d2TB\u7ea7\u65e5\u5fd7\u3001\u767e\u4e07\u7ea7\u6307\u6807\uff09\u4e0e\u5b9e\u65f6\u54cd\u5e94\uff08\u6beb\u79d2\u7ea7\u6545\u969c\u5b9a\u4f4d\uff09\u4e4b\u95f4\u627e\u5230\u5e73\u8861\uff1f\u6b64\u5916\uff0c\u52a8\u6001\u6269\u5c55\u7684\u4e91\u73af\u5883\u8981\u6c42\u5e73\u53f0\u5177\u5907\u5f39\u6027\u611f\u77e5\u80fd\u529b\uff0c\u80fd\u591f\u81ea\u52a8\u9002\u914d\u8282\u70b9\u589e\u51cf\u3001\u6d41\u91cf\u6ce2\u52a8\u7b49\u573a\u666f\uff0c\u800c\u975e\u4f9d\u8d56\u9759\u6001\u914d\u7f6e\u3002 \u4e8c\u3001\u67b6\u6784\u9769\u65b0\uff1a\u4ece\u4e2d\u5fc3\u5316\u5230\u5206\u5e03\u5f0f\u53ef\u89c2\u6d4b \u5e94\u5bf9\u5927\u89c4\u6a21\u6269\u5c55\u7684\u9996\u8981\u4efb\u52a1\u662f\u91cd\u6784\u5e73\u53f0\u67b6\u6784\u3002\u4f20\u7edf\u4e2d\u5fc3\u5316\u67b6\u6784\uff08\u5982\u5355\u4e00\u65e5\u5fd7\u670d\u52a1\u5668\uff09\u5bb9\u6613\u6210\u4e3a\u6027\u80fd\u74f6\u9888\uff0c\u800c\u5206\u5e03\u5f0f\u53ef\u89c2\u6d4b\u6027\u67b6\u6784\u901a\u8fc7\u591a\u5c42\u89e3\u8026\u5b9e\u73b0\u6c34\u5e73\u6269\u5c55\uff1a \u8fb9\u7f18\u6570\u636e\u91c7\u96c6\u5c42\uff1a\u5728\u670d\u52a1\u8282\u70b9\u90e8\u7f72\u8f7b\u91cf\u7ea7Agent\uff0c\u652f\u6301\u52a8\u6001\u6ce8\u518c\u4e0e\u8d44\u6e90\u9694\u79bb\u3002\u4f8b\u5982\uff0cOpenTelemetry\u63d0\u51fa\u7684\u65e0\u4fb5\u5165\u5f0f\u63a2\u9488\uff0c\u53ef\u81ea\u52a8\u6ce8\u5165\u5230\u5bb9\u5668\u73af\u5883\u4e2d\uff0c\u51cf\u5c11\u4ee3\u7801\u8026\u5408\u3002 \u6d41\u5f0f\u5904\u7406\u5f15\u64ce\uff1a\u91c7\u7528Kafka\u3001Flink\u7b49\u6280\u672f\uff0c\u5bf9\u65e5\u5fd7\u3001\u6307\u6807\u3001\u8ffd\u8e2a\u6570\u636e\u8fdb\u884c\u5b9e\u65f6\u6e05\u6d17\u3001\u805a\u5408\uff0c\u964d\u4f4e\u5b58\u50a8\u538b\u529b\u3002 \u5f39\u6027\u5b58\u50a8\u5c42\uff1a\u7ed3\u5408\u65f6\u5e8f\u6570\u636e\u5e93\uff08\u5982Prometheus TSDB\uff09\u4e0e\u5bf9\u8c61\u5b58\u50a8\uff08\u5982S3\uff09\uff0c\u5b9e\u73b0\u70ed\u6570\u636e\u5feb\u901f\u67e5\u8be2\u4e0e\u51b7\u6570\u636e\u4f4e\u6210\u672c\u5f52\u6863\u7684\u5e73\u8861\u3002 \u8fd9\u79cd\u67b6\u6784\u7684\u4f18\u52bf\u5728\u4e8e\uff0c\u6bcf\u4e2a\u5c42\u7ea7\u5747\u53ef\u72ec\u7acb\u6269\u5c55\u3002\u4f8b\u5982\uff0c\u6d41\u91cf\u6fc0\u589e\u65f6\uff0c\u53ef\u901a\u8fc7\u589e\u52a0Kafka\u5206\u533a\u548cFlink\u4efb\u52a1\u5e76\u884c\u5ea6\u63d0\u5347\u541e\u5410\u91cf\uff0c\u800c\u65e0\u9700\u91cd\u6784\u6574\u4e2a\u7cfb\u7edf\u3002 \u4e09\u3001\u6570\u636e\u964d\u566a\u4e0e\u667a\u80fd\u91c7\u6837\uff1a\u4ece\u201c\u5168\u91cf\u201d\u5230\u201c\u7cbe\u51c6\u201d \u5728\u5927\u89c4\u6a21\u7cfb\u7edf\u4e2d\uff0c\u8bd5\u56fe\u6536\u96c6\u6240\u6709\u6570\u636e\u4e0d\u4ec5\u6210\u672c\u9ad8\u6602\uff0c\u8fd8\u4f1a\u5bfc\u81f4\u5206\u6790\u6548\u7387\u4e0b\u964d\u3002\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u9700\u5f15\u5165\u667a\u80fd\u7b56\u7565\uff0c\u5b9e\u73b0\u6570\u636e\u4ef7\u503c\u7684\u6700\u5927\u5316\u63d0\u53d6\uff1a \u52a8\u6001\u91c7\u6837\u673a\u5236\uff1a\u6839\u636e\u9519\u8bef\u7387\u3001\u5ef6\u8fdf\u7b49\u6307\u6807\u52a8\u6001\u8c03\u6574\u6570\u636e\u91c7\u6837\u7387\u3002\u4f8b\u5982\uff0c\u6b63\u5e38\u6d41\u91cf\u4e0b\u4ec5\u4fdd\u75591%\u7684\u8ffd\u8e2a\u6570\u636e\uff0c\u800c\u5f53\u67d0\u4e2a\u670d\u52a1\u51fa\u73b0\u5f02\u5e38\u65f6\uff0c\u81ea\u52a8\u63d0\u5347\u81f3100%\u91c7\u6837\u4ee5\u6355\u83b7\u5b8c\u6574\u4e0a\u4e0b\u6587\u3002 \u5f02\u5e38\u6a21\u5f0f\u8bc6\u522b\uff1a\u901a\u8fc7\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff08\u5982\u5b64\u7acb\u68ee\u6797\u7b97\u6cd5\uff09\u81ea\u52a8\u8bc6\u522b\u65e5\u5fd7\u4e2d\u7684\u5f02\u5e38\u6a21\u5f0f\uff0c\u8fc7\u6ee4\u91cd\u590d\u6027\u9519\u8bef\u62a5\u8b66\uff0c\u51cf\u5c11\u4eba\u5de5\u4ecb\u5165\u3002 \u4e0a\u4e0b\u6587\u5173\u8054\uff1a\u5c06\u6307\u6807\u3001\u65e5\u5fd7\u3001\u8ffd\u8e2a\u6570\u636e\u901a\u8fc7\u552f\u4e00\u8bf7\u6c42ID\u5173\u8054\uff0c\u907f\u514d\u5728\u5206\u6563\u7684\u6570\u636e\u5b64\u5c9b\u4e2d\u4f4e\u6548\u6392\u67e5\u95ee\u9898\u3002 \u4ee5\u67d0\u5934\u90e8\u7535\u5546\u5e73\u53f0\u4e3a\u4f8b\uff0c\u901a\u8fc7\u5f15\u5165\u81ea\u9002\u5e94\u91c7\u6837\u7b97\u6cd5\uff0c\u5176\u53ef\u89c2\u6d4b\u6027\u7cfb\u7edf\u7684\u5b58\u50a8\u6210\u672c\u964d\u4f4e60%\uff0c\u540c\u65f6\u5173\u952e\u6545\u969c\u7684\u6392\u67e5\u65f6\u95f4\u7f29\u77ed\u4e8675%\u3002 \u56db\u3001\u5168\u6808\u53ef\u89c2\u6d4b\uff1a\u4ece\u57fa\u7840\u8bbe\u65bd\u5230\u4e1a\u52a1\u903b\u8f91 \u5927\u89c4\u6a21\u7cfb\u7edf\u7684\u6269\u5c55\u5f80\u5f80\u4f34\u968f\u6280\u672f\u6808\u7684\u591a\u6837\u5316\u3002Kubernetes\u96c6\u7fa4\u3001Serverless\u51fd\u6570\u3001AI\u63a8\u7406\u670d\u52a1\u7b49\u7ec4\u4ef6\u9700\u8981\u7edf\u4e00\u7684\u89c2\u6d4b\u89c6\u89d2\u3002\u4e3a\u6b64\uff0c\u5e73\u53f0\u9700\u63d0\u4f9b\u5168\u6808\u8986\u76d6\u80fd\u529b\uff1a \u57fa\u7840\u8bbe\u65bd\u5c42\uff1a\u76d1\u63a7CPU\u3001\u5185\u5b58\u3001\u7f51\u7edc\u7b49\u8d44\u6e90\u5229\u7528\u7387\uff0c\u7ed3\u5408\u81ea\u52a8\u6269\u7f29\u5bb9\u7b56\u7565\u9884\u6d4b\u5bb9\u91cf\u74f6\u9888\u3002 \u4e2d\u95f4\u4ef6\u5c42\uff1a\u5bf9\u6570\u636e\u5e93\u8fde\u63a5\u6c60\u3001\u6d88\u606f\u961f\u5217\u79ef\u538b\u3001\u7f13\u5b58\u547d\u4e2d\u7387\u7b49\u5173\u952e\u6307\u6807\u8fdb\u884c\u6df1\u5ea6\u5206\u6790\u3002 \u4e1a\u52a1\u5c42\uff1a\u901a\u8fc7\u81ea\u5b9a\u4e49\u6307\u6807\uff08\u5982\u8ba2\u5355\u521b\u5efa\u6210\u529f\u7387\uff09\u548c\u7aef\u5230\u7aef\u8ffd\u8e2a\uff0c\u5c06\u6280\u672f\u95ee\u9898\u4e0e\u4e1a\u52a1\u5f71\u54cd\u76f4\u63a5\u5173\u8054\u3002 \u67d0\u91d1\u878d\u79d1\u6280\u516c\u53f8\u901a\u8fc7\u4e1a\u52a1\u94fe\u8def\u67d3\u8272\u6280\u672f\uff0c\u5728\u7070\u5ea6\u53d1\u5e03\u8fc7\u7a0b\u4e2d\u7cbe\u51c6\u5b9a\u4f4d\u5230\u67d0\u4e2a\u6570\u636e\u5e93\u6162\u67e5\u8be2\u5bfc\u81f4\u7684\u652f\u4ed8\u5931\u8d25\u95ee\u9898\uff0c\u907f\u514d\u4e86\u5168\u5c40\u56de\u6eda\u7684\u635f\u5931\u3002 \u4e94\u3001AIOps\uff1a\u4ece\u88ab\u52a8\u54cd\u5e94\u5230\u4e3b\u52a8\u9632\u5fa1 \u5f53\u7cfb\u7edf\u89c4\u6a21\u8fbe\u5230\u4e00\u5b9a\u9608\u503c\uff0c\u4eba\u5de5\u8fd0\u7ef4\u5c06\u53d8\u5f97\u4e0d\u53ef\u6301\u7eed\u3002\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u9700\u6574\u5408AIOps\u80fd\u529b\uff0c\u5b9e\u73b0\u6545\u969c\u9884\u6d4b\u4e0e\u81ea\u6108\uff1a \u6839\u56e0\u5206\u6790\uff08RCA\uff09\uff1a\u57fa\u4e8e\u62d3\u6251\u56fe\u8c31\u548c\u65f6\u5e8f\u76f8\u5173\u6027\u5206\u6790\uff0c\u81ea\u52a8\u5b9a\u4f4d\u6545\u969c\u6e90\u5934\u3002\u4f8b\u5982\uff0c\u901a\u8fc7\u5206\u6790\u670d\u52a1\u4f9d\u8d56\u5173\u7cfb\uff0c\u5feb\u901f\u8bc6\u522b\u67d0\u4e2a\u4e0b\u6e38API\u8d85\u65f6\u5f15\u53d1\u7684\u96ea\u5d29\u6548\u5e94\u3002 \u9884\u6d4b\u6027\u7ef4\u62a4\uff1a\u5229\u7528\u5386\u53f2\u6570\u636e\u8bad\u7ec3\u6a21\u578b\uff0c\u9884\u6d4b\u78c1\u76d8\u5199\u6ee1\u3001\u5185\u5b58\u6cc4\u6f0f\u7b49\u95ee\u9898\uff0c\u5e76\u5728\u9608\u503c\u89e6\u53d1\u524d\u53d1\u51fa\u9884\u8b66\u3002 \u81ea\u52a8\u5316\u4fee\u590d\uff1a\u4e0e\u8fd0\u7ef4\u7f16\u6392\u5de5\u5177\uff08\u5982Ansible\u3001Kubernetes Operator\uff09\u96c6\u6210\uff0c\u6267\u884c\u9884\u8bbe\u7684\u91cd\u542f\u3001\u6269\u5bb9\u6216\u6d41\u91cf\u5207\u6362\u64cd\u4f5c\u3002 \u503c\u5f97\u5173\u6ce8\u7684\u662f\uff0cAIOps\u7684\u5e94\u7528\u9700\u907f\u514d\u201c\u9ed1\u7bb1\u5316\u201d\u3002\u5e73\u53f0\u5e94\u63d0\u4f9b\u53ef\u89e3\u91ca\u7684\u5206\u6790\u62a5\u544a\uff0c\u5e2e\u52a9\u8fd0\u7ef4\u4eba\u5458\u7406\u89e3\u51b3\u7b56\u903b\u8f91\uff0c\u9010\u6b65\u5efa\u7acb\u5bf9\u81ea\u52a8\u5316\u7cfb\u7edf\u7684\u4fe1\u4efb\u3002 \u516d\u3001\u6210\u672c\u4e0e\u6548\u7387\u7684\u5e73\u8861\u672f \u5927\u89c4\u6a21\u53ef\u89c2\u6d4b\u6027\u7cfb\u7edf\u7684\u5efa\u8bbe\u548c\u8fd0\u8425\u6210\u672c\u4e0d\u5bb9\u5ffd\u89c6\u3002\u636eCNCF\u8c03\u7814\uff0c43%\u7684\u4f01\u4e1a\u8ba4\u4e3a\u53ef\u89c2\u6d4b\u6027\u6210\u672c\u589e\u957f\u5feb\u4e8e\u4e1a\u52a1\u589e\u901f\u3002\u4e3a\u6b64\uff0c\u5e73\u53f0\u9700\u5185\u7f6e\u4f18\u5316\u7b56\u7565\uff1a \u51b7\u70ed\u6570\u636e\u5206\u5c42\uff1a\u5c06\u9ad8\u9891\u8bbf\u95ee\u7684\u6570\u636e\u5b58\u50a8\u5728SSD\uff0c\u4f4e\u9891\u6570\u636e\u8fc1\u79fb\u81f3\u5ec9\u4ef7\u5b58\u50a8\u3002 \u6309\u9700\u8ba1\u7b97\uff1a\u901a\u8fc7Serverless\u51fd\u6570\u5904\u7406\u7a81\u53d1\u67e5\u8be2\u8bf7\u6c42\uff0c\u907f\u514d\u957f\u671f\u5360\u7528\u8ba1\u7b97\u8d44\u6e90\u3002 \u4ef7\u503c\u5bc6\u5ea6\u8bc4\u4f30\uff1a\u5b9a\u671f\u5ba1\u8ba1\u6570\u636e\u4f7f\u7528\u60c5\u51b5\uff0c\u5173\u95ed\u672a\u88ab\u67e5\u8be2\u7684\u6307\u6807\u6216\u65e5\u5fd7\u6e90\u3002 \u67d0\u89c6\u9891\u6d41\u5a92\u4f53\u5e73\u53f0\u901a\u8fc7\u667a\u80fd\u6570\u636e\u751f\u547d\u5468\u671f\u7ba1\u7406\uff0c\u6bcf\u5e74\u8282\u7701\u8d85\u8fc7200\u4e07\u7f8e\u5143\u7684\u4e91\u5b58\u50a8\u8d39\u7528\uff0c\u540c\u65f6\u4fdd\u969c\u4e86\u6838\u5fc3\u4e1a\u52a1\u7684\u53ef\u89c2\u6d4b\u6027\u9700\u6c42\u3002 \u4e03\u3001\u5f00\u653e\u751f\u6001\uff1a\u907f\u514d\u91cd\u590d\u9020\u8f6e\u5b50 \u6784\u5efa\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u65f6\uff0c\u201c\u95ed\u95e8\u9020\u8f66\u201d\u5f80\u5f80\u5bfc\u81f4\u517c\u5bb9\u6027\u5dee\u548c\u7ef4\u62a4\u6210\u672c\u9ad8\u3002\u62e5\u62b1\u5f00\u6e90\u6807\u51c6\uff08\u5982OpenTelemetry\u3001Prometheus\uff09\u548c\u4e91\u539f\u751f\u751f\u6001\uff08\u5982Grafana\u3001Elasticsearch\uff09\uff0c\u53ef\u5927\u5e45\u964d\u4f4e\u96c6\u6210\u96be\u5ea6\u3002\u540c\u65f6\uff0c\u63d0\u4f9b\u7075\u6d3b\u7684API\u548c\u63d2\u4ef6\u673a\u5236\uff0c\u5141\u8bb8\u4f01\u4e1a\u6839\u636e\u81ea\u8eab\u9700\u6c42\u6269\u5c55\u529f\u80fd\u3002 \u8fd9\u4e00\u7b56\u7565\u5df2\u88ab\u4f17\u591a\u5934\u90e8\u4f01\u4e1a\u9a8c\u8bc1\u3002\u4f8b\u5982\uff0c\u67d0\u8de8\u56fd\u8f66\u4f01\u901a\u8fc7\u7edf\u4e00\u6570\u636e\u91c7\u96c6\u6807\u51c6\uff0c\u5c06\u539f\u672c\u5206\u6563\u768430\u591a\u4e2a\u76d1\u63a7\u5de5\u5177\u6574\u5408\u4e3a\u5355\u4e00\u5e73\u53f0\uff0c\u8fd0\u7ef4\u6548\u7387\u63d0\u534740%\u4ee5\u4e0a\u3002<\/p>\n","protected":false},"author":4,"featured_media":35567,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14],"tags":[],"class_list":["post-35566","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-product-news"],"_links":{"self":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/35566","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/comments?post=35566"}],"version-history":[{"count":1,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/35566\/revisions"}],"predecessor-version":[{"id":35568,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/35566\/revisions\/35568"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media\/35567"}],"wp:attachment":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media?parent=35566"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/categories?post=35566"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/tags?post=35566"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}