{"id":35051,"date":"2025-03-11T15:17:08","date_gmt":"2025-03-11T07:17:08","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=35051"},"modified":"2025-03-11T15:17:08","modified_gmt":"2025-03-11T07:17:08","slug":"%e5%a6%82%e4%bd%95%e5%88%a9%e7%94%a8%e5%85%a8%e6%a0%88%e5%8f%af%e8%a7%82%e6%b5%8b%e6%80%a7%e8%bf%9b%e8%a1%8c%e5%bc%82%e5%b8%b8%e6%a3%80%e6%b5%8b%e5%92%8c%e9%a2%84%e8%ad%a6%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/35051.html","title":{"rendered":"\u5982\u4f55\u5229\u7528\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u8fdb\u884c\u5f02\u5e38\u68c0\u6d4b\u548c\u9884\u8b66\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/03\/yobB6RP.jpg\" alt=\"\u5982\u4f55\u5229\u7528\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u8fdb\u884c\u5f02\u5e38\u68c0\u6d4b\u548c\u9884\u8b66\uff1f\" ><\/p>\n<\/p>\n<p><strong>\u524d\u8a00<\/strong><br \/>\n\u5728\u6570\u5b57\u5316\u8f6c\u578b\u6d6a\u6f6e\u4e0b\uff0c\u73b0\u4ee3\u8f6f\u4ef6\u7cfb\u7edf\u7684\u590d\u6742\u6027\u5448\u6307\u6570\u7ea7\u589e\u957f\u3002\u5fae\u670d\u52a1\u67b6\u6784\u3001\u591a\u4e91\u90e8\u7f72\u3001\u5206\u5e03\u5f0f\u6570\u636e\u5e93\u7b49\u6280\u672f\u867d\u63d0\u5347\u4e86\u4e1a\u52a1\u654f\u6377\u6027\uff0c\u5374\u4e5f\u8ba9\u7cfb\u7edf\u7684\u6545\u969c\u70b9\u66f4\u52a0\u9690\u853d\u3002\u4e00\u6b21\u63a5\u53e3\u8d85\u65f6\u53ef\u80fd\u5bfc\u81f4\u7528\u6237\u6d41\u5931\uff0c\u4e00\u6b21\u6570\u636e\u5e93\u9501\u6b7b\u53ef\u80fd\u5f15\u53d1\u8fde\u9501\u6027\u670d\u52a1\u5d29\u6e83\u3002\u4f20\u7edf\u7684\u76d1\u63a7\u5de5\u5177\u56e0\u5c40\u9650\u4e8e\u5355\u4e00\u5c42\u7ea7\u6216\u5b64\u7acb\u6307\u6807\uff0c\u5df2\u96be\u4ee5\u5e94\u5bf9\u8fd9\u79cd\u201c\u7275\u4e00\u53d1\u800c\u52a8\u5168\u8eab\u201d\u7684\u6311\u6218\u3002<strong>\u5168\u6808\u53ef\u89c2\u6d4b\u6027<\/strong>\uff08Full-Stack Observability\uff09\u7684\u51fa\u73b0\uff0c\u4e3a\u4f01\u4e1a\u63d0\u4f9b\u4e86\u4e00\u79cd\u7a7f\u900f\u7cfb\u7edf\u5c42\u7ea7\u3001\u6574\u5408\u591a\u6e90\u6570\u636e\u7684\u89e3\u51b3\u65b9\u6848\u3002\u672c\u6587\u5c06\u4ece\u6280\u672f\u5b9e\u8df5\u89d2\u5ea6\uff0c\u89e3\u6790\u5982\u4f55\u901a\u8fc7\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u5b9e\u73b0<strong>\u7cbe\u51c6\u5f02\u5e38\u68c0\u6d4b<\/strong>\u4e0e<strong>\u667a\u80fd\u9884\u8b66<\/strong>\uff0c\u5e2e\u52a9\u4f01\u4e1a\u5728\u6545\u969c\u53d1\u751f\u524d\u201c\u672a\u96e8\u7ef8\u7f2a\u201d\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-\u5168\u6808\u53ef\u89c2\u6d4b\u6027-\u7a7f\u900f\u7cfb\u7edf\u5c42\u7ea7\u7684-\u900f\u89c6\u955c\"><strong>\u4e00\u3001\u5168\u6808\u53ef\u89c2\u6d4b\u6027\uff1a\u7a7f\u900f\u7cfb\u7edf\u5c42\u7ea7\u7684\u201c\u900f\u89c6\u955c\u201d<\/strong><\/h3>\n<p>\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u5e76\u975e\u7b80\u5355\u7684\u5de5\u5177\u5806\u780c\uff0c\u800c\u662f\u901a\u8fc7<strong>\u6307\u6807\uff08Metrics\uff09\u3001\u65e5\u5fd7\uff08Logs\uff09\u3001\u8ffd\u8e2a\uff08Traces\uff09<\/strong>\u4e09\u5927\u6838\u5fc3\u6570\u636e\u7684\u878d\u5408\uff0c\u6784\u5efa\u7cfb\u7edf\u8fd0\u884c\u7684\u5b8c\u6574\u753b\u50cf\u3002\u4e0e\u4f20\u7edf\u76d1\u63a7\u76f8\u6bd4\uff0c\u5176\u6838\u5fc3\u4f18\u52bf\u5728\u4e8e\uff1a<\/p>\n<ol>\n<li><strong>\u8de8\u5c42\u7ea7\u8986\u76d6<\/strong>\uff1a\u4ece\u524d\u7aef\u7528\u6237\u4ea4\u4e92\u3001\u5e94\u7528\u670d\u52a1\u903b\u8f91\uff0c\u5230\u5e95\u5c42\u57fa\u7840\u8bbe\u65bd\uff08\u5982Kubernetes\u96c6\u7fa4\u3001\u4e91\u8d44\u6e90\uff09\uff0c\u5b9e\u73b0\u7aef\u5230\u7aef\u7684\u6570\u636e\u91c7\u96c6\uff1b\n<\/li>\n<li><strong>\u4e0a\u4e0b\u6587\u5173\u8054<\/strong>\uff1a\u901a\u8fc7\u552f\u4e00\u8bf7\u6c42ID\u4e32\u8054\u5206\u6563\u7684\u65e5\u5fd7\u4e0e\u8ffd\u8e2a\u6570\u636e\uff0c\u7cbe\u51c6\u8fd8\u539f\u6545\u969c\u94fe\u8def\uff1b\n<\/li>\n<li><strong>\u52a8\u6001\u57fa\u7ebf\u5efa\u7acb<\/strong>\uff1a\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u81ea\u52a8\u751f\u6210\u6307\u6807\u6b63\u5e38\u6ce2\u52a8\u8303\u56f4\uff0c\u964d\u4f4e\u4eba\u5de5\u914d\u7f6e\u9608\u503c\u7684\u4e3b\u89c2\u8bef\u5dee\u3002\n<\/li>\n<\/ol>\n<p>\u67d0\u7535\u5546\u5e73\u53f0\u7684\u652f\u4ed8\u670d\u52a1\u54cd\u5e94\u65f6\u95f4\u7a81\u589e\uff0c\u4ec5\u9760\u6570\u636e\u5e93CPU\u6307\u6807\u65e0\u6cd5\u5b9a\u4f4d\u6839\u56e0\u3002\u800c\u901a\u8fc7\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u5de5\u5177\uff0c\u53ef\u5feb\u901f\u5173\u8054\u5230\u540c\u65f6\u6bb5\u7684\u5fae<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u670d\u52a1\u8c03\u7528\u94fe<\/a>\uff0c\u53d1\u73b0\u662f\u7b2c\u4e09\u65b9\u98ce\u63a7\u63a5\u53e3\u7684\u5ef6\u8fdf\u5bfc\u81f4\u4e86\u6574\u4f53\u670d\u52a1\u964d\u7ea7\u3002<\/p>\n<hr>\n<h3 id=\"\u4e8c-\u5f02\u5e38\u68c0\u6d4b-\u4ece-\u88ab\u52a8\u54cd\u5e94-\u5230-\u4e3b\u52a8\u53d1\u73b0\"><strong>\u4e8c\u3001\u5f02\u5e38\u68c0\u6d4b\uff1a\u4ece\u201c\u88ab\u52a8\u54cd\u5e94\u201d\u5230\u201c\u4e3b\u52a8\u53d1\u73b0\u201d<\/strong><\/h3>\n<p>\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u4e3a\u5f02\u5e38\u68c0\u6d4b\u63d0\u4f9b\u4e86\u591a\u7ef4\u5206\u6790\u80fd\u529b\uff0c\u5173\u952e\u5728\u4e8e<strong>\u6570\u636e\u6574\u5408<\/strong>\u4e0e<strong>\u7b97\u6cd5\u9002\u914d<\/strong>\uff1a<\/p>\n<ol>\n<li><strong>\u591a\u7ef4\u5ea6\u6307\u6807\u5173\u8054\u5206\u6790<\/strong>\n<\/li>\n<\/ol>\n<ul>\n<li>\u786c\u4ef6\u8d44\u6e90\uff08CPU\u3001\u5185\u5b58\uff09\u5f02\u5e38\u662f\u5426\u4e0e\u67d0\u7c7bAPI\u8c03\u7528\u91cf\u6fc0\u589e\u76f8\u5173\uff1f\n<\/li>\n<li>\u65e5\u5fd7\u4e2d\u7684\u9519\u8bef\u5806\u6808\u662f\u5426\u96c6\u4e2d\u51fa\u73b0\u5728\u7279\u5b9a\u5bb9\u5668\u8282\u70b9\uff1f<br \/>\n\u901a\u8fc7\u5efa\u7acb\u6307\u6807\u95f4\u7684\u7edf\u8ba1\u5b66\u5173\u7cfb\uff08\u5982\u76ae\u5c14\u900a\u76f8\u5173\u7cfb\u6570\uff09\uff0c\u53ef\u8bc6\u522b\u9690\u6027\u5173\u8054\u3002\u67d0\u89c6\u9891\u6d41\u5a92\u4f53\u516c\u53f8\u66fe\u901a\u8fc7\u5206\u6790CDN\u5e26\u5bbd\u4e0e\u7528\u6237\u5730\u57df\u5206\u5e03\u7684\u5173\u7cfb\uff0c\u63d0\u524d\u9884\u5224\u4e86\u533a\u57df\u6027\u7f51\u7edc\u62e5\u5835\u3002\n<\/li>\n<\/ul>\n<ol>\n<li>\n<p><strong>\u65f6\u5e8f\u6570\u636e\u7684\u52a8\u6001\u6a21\u5f0f\u8bc6\u522b<\/strong><br \/>\n\u91c7\u7528<strong>\u65e0\u76d1\u7763\u5b66\u4e60\u7b97\u6cd5<\/strong>\uff08\u5982\u5b64\u7acb\u68ee\u6797\u3001K-means\u805a\u7c7b\uff09\uff0c\u53ef\u81ea\u52a8\u8bc6\u522b\u504f\u79bb\u5386\u53f2\u57fa\u7ebf\u7684\u5f02\u5e38\u70b9\u3002\u4f8b\u5982\uff0c\u67d0\u91d1\u878d\u7cfb\u7edf\u5728\u4ea4\u6613\u65e5\u5f00\u76d8\u65f6\u51fa\u73b0\u8ba2\u5355\u91cf\u5f02\u5e38\u4e0b\u964d\uff0c\u7b97\u6cd5\u901a\u8fc7\u5bf9\u6bd4\u5386\u53f2\u540c\u671f\u6570\u636e\u4e0e\u5b9e\u65f6\u6d41\u91cf\uff0c\u57285\u5206\u949f\u5185\u89e6\u53d1\u544a\u8b66\uff0c\u907f\u514d\u4e86\u4ea4\u6613\u4e2d\u65ad\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u62d3\u6251\u611f\u77e5\u7684\u6839\u56e0\u5b9a\u4f4d<\/strong><br \/>\n\u5728\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\uff0c\u6545\u969c\u53ef\u80fd\u6cbf\u8c03\u7528\u94fe\u6269\u6563\u3002\u901a\u8fc7<strong>\u670d\u52a1\u4f9d\u8d56\u62d3\u6251\u56fe<\/strong>\u4e0e<strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5206\u5e03\u5f0f\u8ffd\u8e2a<\/a>\u6570\u636e<\/strong>\u7684\u7ed3\u5408\uff0c\u53ef\u5c06\u5f02\u5e38\u8303\u56f4\u4ece\u6570\u767e\u4e2a\u670d\u52a1\u5feb\u901f\u7f29\u5c0f\u81f3\u5177\u4f53\u6a21\u5757\u3002\u4f8b\u5982\uff0c\u67d0\u793e\u4ea4\u5e73\u53f0\u901a\u8fc7\u8ffd\u8e2a\u53d1\u73b0\u67d0\u63a8\u8350\u670d\u52a1\u56e0\u7f13\u5b58\u51fb\u7a7f\u5bfc\u81f4\u6570\u636e\u5e93\u8d1f\u8f7d\u6fc0\u589e\uff0c\u6700\u7ec8\u9501\u5b9a\u5230\u672a\u8bbe\u7f6e\u7194\u65ad\u673a\u5236\u7684\u4ee3\u7801\u6a21\u5757\u3002<\/p>\n<\/li>\n<\/ol>\n<hr>\n<h3 id=\"\u4e09-\u667a\u80fd\u9884\u8b66-\u5e73\u8861-\u7075\u654f\u5ea6-\u4e0e-\u8bef\u62a5\u7387\"><strong>\u4e09\u3001\u667a\u80fd\u9884\u8b66\uff1a\u5e73\u8861\u201c\u7075\u654f\u5ea6\u201d\u4e0e\u201c\u8bef\u62a5\u7387\u201d<\/strong><\/h3>\n<p>\u9884\u8b66\u7cfb\u7edf\u7684\u6838\u5fc3\u77db\u76fe\u5728\u4e8e\uff1a\u7075\u654f\u5ea6\u8fc7\u9ad8\u4f1a\u5bfc\u81f4\u201c\u72fc\u6765\u4e86\u201d\u6548\u5e94\uff0c\u800c\u8fc7\u4f4e\u5219\u4f1a\u9519\u8fc7\u9ec4\u91d1\u4fee\u590d\u7a97\u53e3\u3002\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u901a\u8fc7\u4ee5\u4e0b\u7b56\u7565\u5b9e\u73b0\u5e73\u8861\uff1a<\/p>\n<ol>\n<li><strong>\u5206\u7ea7\u9884\u8b66\u673a\u5236<\/strong>\n<\/li>\n<\/ol>\n<ul>\n<li><strong>L1\u7ea7\uff08\u7d27\u6025\uff09<\/strong>\uff1a\u76f4\u63a5\u5f71\u54cd\u7528\u6237\u4f53\u9a8c\u7684\u6838\u5fc3\u6307\u6807\u5f02\u5e38\uff08\u5982\u767b\u5f55\u6210\u529f\u7387\u9aa4\u964d\uff09\uff1b\n<\/li>\n<li><strong>L2\u7ea7\uff08\u91cd\u8981\uff09<\/strong>\uff1a\u6f5c\u5728\u98ce\u9669\u6307\u6807\uff08\u5982\u78c1\u76d8\u4f7f\u7528\u7387\u8d8580%\u6301\u7eed\u589e\u957f\uff09\uff1b\n<\/li>\n<li><strong>L3\u7ea7\uff08\u89c2\u5bdf\uff09<\/strong>\uff1a\u8f85\u52a9\u6027\u6307\u6807\u6ce2\u52a8\uff08\u5982\u5355\u53f0\u670d\u52a1\u5668TCP\u8fde\u63a5\u6570\u77ed\u671f\u6ce2\u52a8\uff09\u3002<br \/>\n\u67d0\u5728\u7ebf\u6559\u80b2\u5e73\u53f0\u91c7\u7528\u5206\u7ea7\u7b56\u7565\u540e\uff0c\u8fd0\u7ef4\u544a\u8b66\u5904\u7406\u6548\u7387\u63d0\u5347\u4e8660%\u3002\n<\/li>\n<\/ul>\n<ol>\n<li>\n<p><strong>\u52a8\u6001\u9608\u503c\u8c03\u6574<\/strong><br \/>\n\u7ed3\u5408\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b\uff08\u5982Prophet\u3001LSTM\uff09\uff0c\u6839\u636e\u4e1a\u52a1\u5468\u671f\uff08\u5982\u4fc3\u9500\u65e5\u3001\u5468\u672b\u6d41\u91cf\uff09\u81ea\u52a8\u8c03\u6574\u9608\u503c\u3002\u4f8b\u5982\uff0c\u96f6\u552e\u4f01\u4e1a\u5728\u201c\u9ed1\u4e94\u201d\u671f\u95f4\u4e34\u65f6\u8c03\u9ad8\u8ba2\u5355\u5904\u7406\u5ef6\u8fdf\u7684\u544a\u8b66\u9608\u503c\uff0c\u907f\u514d\u8bef\u62a5\u5e72\u6270\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u4e0a\u4e0b\u6587\u589e\u5f3a\u544a\u8b66<\/strong><br \/>\n\u4f20\u7edf\u544a\u8b66\u4ec5\u63d0\u793a\u201c\u6570\u636e\u5e93CPU\u4f7f\u7528\u738790%\u201d\uff0c\u800c\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u53ef\u9644\u52a0\u4fe1\u606f\uff1a<\/p>\n<\/li>\n<\/ol>\n<ul>\n<li>\u540c\u671f\u6162\u67e5\u8be2\u6570\u91cf\u589e\u957f200%\uff1b\n<\/li>\n<li>\u5173\u8054\u7684\u8ba2\u5355\u670d\u52a1\u54cd\u5e94\u65f6\u95f4\u4ece50ms\u5347\u81f3800ms\uff1b\n<\/li>\n<li>\u53d7\u5f71\u54cd\u7528\u6237\u4e3b\u8981\u96c6\u4e2d\u5728\u4e9a\u592a\u533a\u57df\u3002<br \/>\n\u8fd9\u79cd\u201c\u53ef\u884c\u52a8\u7684\u544a\u8b66\u201d\u4f7f\u8fd0\u7ef4\u56e2\u961f\u80fd\u76f4\u63a5\u5b9a\u4f4d\u5230\u89e3\u51b3\u65b9\u6848\uff0c\u800c\u975e\u76f2\u76ee\u6392\u67e5\u3002\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u56db-\u6280\u672f\u843d\u5730-\u6784\u5efa\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u4f53\u7cfb\u7684\u4e09\u5927\u652f\u67f1\"><strong>\u56db\u3001\u6280\u672f\u843d\u5730\uff1a\u6784\u5efa\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u4f53\u7cfb\u7684\u4e09\u5927\u652f\u67f1<\/strong><\/h3>\n<ol>\n<li><strong>\u7edf\u4e00\u6570\u636e\u91c7\u96c6\u5c42<\/strong>\n<\/li>\n<\/ol>\n<ul>\n<li>\u91c7\u7528OpenTelemetry\u7b49\u5f00\u6e90\u6807\u51c6\uff0c\u907f\u514d\u5382\u5546\u9501\u5b9a\uff1b\n<\/li>\n<li>\u5728\u4ee3\u7801\u4e2d\u57cb\u70b9\uff08\u5982Java Agent\uff09\u4e0e\u57fa\u7840\u8bbe\u65bd\u63a2\u9488\uff08\u5982Prometheus Exporter\uff09\u7ed3\u5408\uff0c\u8986\u76d6\u5168\u6280\u672f\u6808\u3002\n<\/li>\n<\/ul>\n<ol>\n<li><strong>\u9ad8\u6548\u5b58\u50a8\u4e0e\u8ba1\u7b97\u5f15\u64ce<\/strong>\n<\/li>\n<\/ol>\n<ul>\n<li>\u65e5\u5fd7\u6570\u636e\u91c7\u7528Elasticsearch\u6216ClickHouse\uff0c\u652f\u6301\u5168\u6587\u68c0\u7d22\u4e0e\u805a\u5408\u5206\u6790\uff1b\n<\/li>\n<li>\u6307\u6807\u6570\u636e\u4f7f\u7528\u65f6\u5e8f\u6570\u636e\u5e93\uff08\u5982VictoriaMetrics\uff09\uff0c\u6ee1\u8db3\u9ad8\u541e\u5410\u5199\u5165\u4e0e\u5b9e\u65f6\u67e5\u8be2\uff1b\n<\/li>\n<li>\u8ffd\u8e2a\u6570\u636e\u501f\u52a9Jaeger\u6216Zipkin\uff0c\u5b9e\u73b0\u6beb\u79d2\u7ea7\u94fe\u8def\u67e5\u8be2\u3002\n<\/li>\n<\/ul>\n<ol>\n<li><strong>\u667a\u80fd\u5316\u5206\u6790\u5e73\u53f0<\/strong>\n<\/li>\n<\/ol>\n<ul>\n<li>\u96c6\u6210\u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5\u5e93\uff08\u5982PyOD\u3001Facebook Prophet\uff09\uff1b\n<\/li>\n<li>\u652f\u6301\u81ea\u5b9a\u4e49\u544a\u8b66\u89c4\u5219\u4e0e\u5267\u672c\uff08Playbook\uff09\uff0c\u4f8b\u5982\u81ea\u52a8\u89e6\u53d1\u6269\u5bb9\u6216\u670d\u52a1\u964d\u7ea7\uff1b\n<\/li>\n<li>\u63d0\u4f9b<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a>\uff08RCA\uff09\u8f85\u52a9\u89c6\u56fe\uff0c\u7f29\u77ed\u5e73\u5747\u4fee\u590d\u65f6\u95f4\uff08MTTR\uff09\u3002\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u4e94-\u5b9e\u8df5\u6848\u4f8b-\u4ece-\u6551\u706b-\u5230-\u9632\u706b-\u7684\u8f6c\u578b\"><strong>\u4e94\u3001\u5b9e\u8df5\u6848\u4f8b\uff1a\u4ece\u201c\u6551\u706b\u201d\u5230\u201c\u9632\u706b\u201d\u7684\u8f6c\u578b<\/strong><\/h3>\n<p>\u67d0\u8de8\u5883\u7535\u5546\u5e73\u53f0\u5728\u5f15\u5165\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u540e\uff0c\u5b9e\u73b0\u4e86\u4ee5\u4e0b\u7a81\u7834\uff1a<\/p>\n<ul>\n<li><strong>\u5f02\u5e38\u68c0\u6d4b\u8986\u76d6\u7387<\/strong>\u4ece35%\u63d0\u5347\u81f392%\uff0c\u6f0f\u62a5\u7387\u964d\u4f4e\u81f31.2%\uff1b\n<\/li>\n<li>\u901a\u8fc7<strong>\u52a8\u6001\u57fa\u7ebf\u9884\u8b66<\/strong>\uff0c\u5728\u6d41\u91cf\u6d2a\u5cf0\u524d30\u5206\u949f\u81ea\u52a8\u89e6\u53d1\u5f39\u6027\u6269\u5bb9\uff1b\n<\/li>\n<li><strong>\u6839\u56e0\u5b9a\u4f4d\u65f6\u95f4<\/strong>\u4ece\u5e73\u57474.2\u5c0f\u65f6\u7f29\u77ed\u81f318\u5206\u949f\uff1b\n<\/li>\n<li>\u5e74\u5ea6\u56e0\u7cfb\u7edf\u6545\u969c\u5bfc\u81f4\u7684\u8425\u6536\u635f\u5931\u51cf\u5c112300\u4e07\u7f8e\u5143\u3002\n<\/li>\n<\/ul>\n<p>\u56e2\u961f\u901a\u8fc7\u6301\u7eed\u4f18\u5316\u6570\u636e\u91c7\u6837\u7b56\u7565\uff08\u5982\u964d\u4f4e\u975e\u6838\u5fc3\u670d\u52a1\u7684\u8ffd\u8e2a\u91c7\u6837\u7387\uff09\uff0c\u5c06\u5b58\u50a8\u6210\u672c\u63a7\u5236\u5728\u9884\u7b97\u8303\u56f4\u5185\uff0c\u8bc1\u660e\u4e86\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u5728\u6210\u672c\u4e0e\u6536\u76ca\u95f4\u7684\u53ef\u5e73\u8861\u6027\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u524d\u8a00 \u5728\u6570\u5b57\u5316\u8f6c\u578b\u6d6a\u6f6e\u4e0b\uff0c\u73b0\u4ee3\u8f6f\u4ef6\u7cfb\u7edf\u7684\u590d\u6742\u6027\u5448\u6307\u6570\u7ea7\u589e\u957f\u3002\u5fae\u670d\u52a1\u67b6\u6784\u3001\u591a\u4e91\u90e8\u7f72\u3001\u5206\u5e03\u5f0f\u6570\u636e\u5e93\u7b49\u6280\u672f\u867d\u63d0\u5347\u4e86\u4e1a\u52a1\u654f\u6377\u6027\uff0c\u5374\u4e5f\u8ba9\u7cfb\u7edf\u7684\u6545\u969c\u70b9\u66f4\u52a0\u9690\u853d\u3002\u4e00\u6b21\u63a5\u53e3\u8d85\u65f6\u53ef\u80fd\u5bfc\u81f4\u7528\u6237\u6d41\u5931\uff0c\u4e00\u6b21\u6570\u636e\u5e93\u9501\u6b7b\u53ef\u80fd\u5f15\u53d1\u8fde\u9501\u6027\u670d\u52a1\u5d29\u6e83\u3002\u4f20\u7edf\u7684\u76d1\u63a7\u5de5\u5177\u56e0\u5c40\u9650\u4e8e\u5355\u4e00\u5c42\u7ea7\u6216\u5b64\u7acb\u6307\u6807\uff0c\u5df2\u96be\u4ee5\u5e94\u5bf9\u8fd9\u79cd\u201c\u7275\u4e00\u53d1\u800c\u52a8\u5168\u8eab\u201d\u7684\u6311\u6218\u3002\u5168\u6808\u53ef\u89c2\u6d4b\u6027\uff08Full-Stack Observability\uff09\u7684\u51fa\u73b0\uff0c\u4e3a\u4f01\u4e1a\u63d0\u4f9b\u4e86\u4e00\u79cd\u7a7f\u900f\u7cfb\u7edf\u5c42\u7ea7\u3001\u6574\u5408\u591a\u6e90\u6570\u636e\u7684\u89e3\u51b3\u65b9\u6848\u3002\u672c\u6587\u5c06\u4ece\u6280\u672f\u5b9e\u8df5\u89d2\u5ea6\uff0c\u89e3\u6790\u5982\u4f55\u901a\u8fc7\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u5b9e\u73b0\u7cbe\u51c6\u5f02\u5e38\u68c0\u6d4b\u4e0e\u667a\u80fd\u9884\u8b66\uff0c\u5e2e\u52a9\u4f01\u4e1a\u5728\u6545\u969c\u53d1\u751f\u524d\u201c\u672a\u96e8\u7ef8\u7f2a\u201d\u3002 \u4e00\u3001\u5168\u6808\u53ef\u89c2\u6d4b\u6027\uff1a\u7a7f\u900f\u7cfb\u7edf\u5c42\u7ea7\u7684\u201c\u900f\u89c6\u955c\u201d \u5168\u6808\u53ef\u89c2\u6d4b\u6027\u5e76\u975e\u7b80\u5355\u7684\u5de5\u5177\u5806\u780c\uff0c\u800c\u662f\u901a\u8fc7\u6307\u6807\uff08Metrics\uff09\u3001\u65e5\u5fd7\uff08Logs\uff09\u3001\u8ffd\u8e2a\uff08Traces\uff09\u4e09\u5927\u6838\u5fc3\u6570\u636e\u7684\u878d\u5408\uff0c\u6784\u5efa\u7cfb\u7edf\u8fd0\u884c\u7684\u5b8c\u6574\u753b\u50cf\u3002\u4e0e\u4f20\u7edf\u76d1\u63a7\u76f8\u6bd4\uff0c\u5176\u6838\u5fc3\u4f18\u52bf\u5728\u4e8e\uff1a \u8de8\u5c42\u7ea7\u8986\u76d6\uff1a\u4ece\u524d\u7aef\u7528\u6237\u4ea4\u4e92\u3001\u5e94\u7528\u670d\u52a1\u903b\u8f91\uff0c\u5230\u5e95\u5c42\u57fa\u7840\u8bbe\u65bd\uff08\u5982Kubernetes\u96c6\u7fa4\u3001\u4e91\u8d44\u6e90\uff09\uff0c\u5b9e\u73b0\u7aef\u5230\u7aef\u7684\u6570\u636e\u91c7\u96c6\uff1b \u4e0a\u4e0b\u6587\u5173\u8054\uff1a\u901a\u8fc7\u552f\u4e00\u8bf7\u6c42ID\u4e32\u8054\u5206\u6563\u7684\u65e5\u5fd7\u4e0e\u8ffd\u8e2a\u6570\u636e\uff0c\u7cbe\u51c6\u8fd8\u539f\u6545\u969c\u94fe\u8def\uff1b 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