{"id":33656,"date":"2025-03-07T10:55:56","date_gmt":"2025-03-07T02:55:56","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=33656"},"modified":"2025-03-07T10:55:56","modified_gmt":"2025-03-07T02:55:56","slug":"%e9%9b%b6%e4%be%b5%e6%89%b0%e5%8f%af%e8%a7%82%e6%b5%8b%e6%80%a7%e4%b8%8e%e4%bc%a0%e7%bb%9f%e7%9b%91%e6%8e%a7%e7%9a%84%e5%8c%ba%e5%88%ab%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/33656.html","title":{"rendered":"\u96f6\u4fb5\u6270\u53ef\u89c2\u6d4b\u6027\u4e0e\u4f20\u7edf\u76d1\u63a7\u7684\u533a\u522b\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/03\/3S007v2p.jpg\" alt=\"\u96f6\u4fb5\u6270\u53ef\u89c2\u6d4b\u6027\u4e0e\u4f20\u7edf\u76d1\u63a7\u7684\u533a\u522b\uff1f\" ><\/p>\n<\/p>\n<hr>\n<p>\u5728\u6570\u5b57\u5316\u8f6c\u578b\u7684\u6d6a\u6f6e\u4e2d\uff0c\u7cfb\u7edf\u7a33\u5b9a\u6027\u4e0e\u6027\u80fd\u4f18\u5316\u5df2\u6210\u4e3a\u4f01\u4e1a\u6280\u672f\u67b6\u6784\u7684\u6838\u5fc3\u547d\u9898\u3002\u65e0\u8bba\u662f\u7535\u5546\u5e73\u53f0\u7684\u79d2\u6740\u6d3b\u52a8\uff0c\u8fd8\u662f\u91d1\u878d\u7cfb\u7edf\u7684\u5b9e\u65f6\u4ea4\u6613\uff0c\u80cc\u540e\u90fd\u9700\u8981\u4e00\u5957\u5f3a\u5927\u7684\u89c2\u6d4b\u673a\u5236\u6765\u652f\u6491\u4e1a\u52a1\u8fd0\u8f6c\u3002\u7136\u800c\uff0c\u968f\u7740\u5fae\u670d\u52a1\u3001\u5bb9\u5668\u5316\u3001\u65e0\u670d\u52a1\u5668\u67b6\u6784\u7684\u666e\u53ca\uff0c\u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u9010\u6e10\u663e\u9732\u51fa\u529b\u4e0d\u4ece\u5fc3\u7684\u75b2\u6001\u3002<strong>\u5f53\u7cfb\u7edf\u590d\u6742\u5ea6\u6307\u6570\u7ea7\u589e\u957f\u65f6\uff0c\u4e00\u79cd\u540d\u4e3a\u201c\u96f6\u4fb5\u6270\u53ef\u89c2\u6d4b\u6027\u201d\u7684\u65b0\u578b\u6280\u672f\u8303\u5f0f\u6b63\u5728\u6084\u7136\u6539\u5199\u89c4\u5219<\/strong>\u3002\u5b83\u7a76\u7adf\u5982\u4f55\u7a81\u7834\u4f20\u7edf\u76d1\u63a7\u7684\u8fb9\u754c\uff1f\u8fd9\u573a\u6280\u672f\u5347\u7ea7\u80cc\u540e\uff0c\u9690\u85cf\u7740\u600e\u6837\u7684\u601d\u7ef4\u8dc3\u8fc1\uff1f<\/p>\n<hr>\n<h3 id=\"\u4e00-\u4f20\u7edf\u76d1\u63a7-\u88ab\u52a8\u9632\u5fa1\u7684-\u5b88\u95e8\u4eba\">\u4e00\u3001\u4f20\u7edf\u76d1\u63a7\uff1a\u88ab\u52a8\u9632\u5fa1\u7684\u201c\u5b88\u95e8\u4eba\u201d<\/h3>\n<p>\u4f20\u7edf\u76d1\u63a7\u7684\u6838\u5fc3\u903b\u8f91\u5efa\u7acb\u5728<strong>\u9608\u503c\u544a\u8b66\u4e0e\u6307\u6807\u91c7\u96c6<\/strong>\u4e4b\u4e0a\u3002\u5b83\u5982\u540c\u4e00\u4f4d24\u5c0f\u65f6\u503c\u73ed\u7684\u4fdd\u5b89\uff0c\u901a\u8fc7\u9884\u8bbe\u7684\u89c4\u5219\uff08\u5982CPU\u4f7f\u7528\u7387\u8d85\u8fc780%\u6216\u54cd\u5e94\u65f6\u95f4\u8d85\u8fc72\u79d2\uff09\u89e6\u53d1\u8b66\u62a5\u3002\u8fd9\u79cd\u6a21\u5f0f\u8bde\u751f\u4e8e\u5355\u4f53\u67b6\u6784\u65f6\u4ee3\uff0c\u7cfb\u7edf\u7ec4\u4ef6\u76f8\u5bf9\u7b80\u5355\uff0c\u95ee\u9898\u5b9a\u4f4d\u7684\u8def\u5f84\u6e05\u6670\u3002\u4f8b\u5982\uff0c\u65e9\u671f\u7684\u670d\u52a1\u5668\u76d1\u63a7\u5de5\u5177\u901a\u8fc7\u5b9a\u671f\u6293\u53d6\u5185\u5b58\u3001\u78c1\u76d8\u3001\u7f51\u7edc\u7b49\u57fa\u7840\u6307\u6807\uff0c\u5e2e\u52a9\u8fd0\u7ef4\u4eba\u5458\u5feb\u901f\u53d1\u73b0\u786c\u4ef6\u8d44\u6e90\u74f6\u9888\u3002<\/p>\n<p>\u8fd9\u79cd\u6a21\u5f0f\u5728\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e2d\u66b4\u9732\u4e86\u4e09\u5927\u81f4\u547d\u7f3a\u9677\uff1a<\/p>\n<ol>\n<li><strong>\u6570\u636e\u7ef4\u5ea6\u5355\u4e00<\/strong>\uff1a\u4f20\u7edf\u76d1\u63a7\u4f9d\u8d56\u6709\u9650\u7684\u6307\u6807\uff08\u5982\u9519\u8bef\u7387\u3001\u541e\u5410\u91cf\uff09\uff0c\u65e0\u6cd5\u6355\u6349\u670d\u52a1\u95f4\u590d\u6742\u7684\u8c03\u7528\u5173\u7cfb\uff1b\n<\/li>\n<li><strong>\u4e8b\u540e\u8ffd\u6eaf\u56f0\u5883<\/strong>\uff1a\u5f53\u544a\u8b66\u89e6\u53d1\u65f6\uff0c\u7cfb\u7edf\u5f80\u5f80\u5df2\u53d1\u751f\u6545\u969c\uff0c\u7f3a\u4e4f\u5bf9\u95ee\u9898\u6839\u6e90\u7684\u5b9e\u65f6\u8ffd\u8e2a\u80fd\u529b\uff1b\n<\/li>\n<li><strong>\u4fb5\u5165\u5f0f\u63a2\u9488\u8d1f\u62c5<\/strong>\uff1a\u4e3a\u4e86\u91c7\u96c6\u6570\u636e\uff0c\u901a\u5e38\u9700\u8981\u5728\u4ee3\u7801\u4e2d\u690d\u5165SDK\u6216\u4ee3\u7406\uff0c\u53ef\u80fd\u5f71\u54cd\u7cfb\u7edf\u6027\u80fd\u3002\n<\/li>\n<\/ol>\n<p>\u67d0\u7535\u5546\u4f01\u4e1a\u66fe\u62ab\u9732\uff0c\u5176\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\u8d85\u8fc730%\u7684\u5ef6\u8fdf\u95ee\u9898\u6e90\u4e8e\u76d1\u63a7\u63a2\u9488\u81ea\u8eab\u7684\u6570\u636e\u6536\u96c6\u5f00\u9500\u3002\u8fd9\u79cd\u201c\u6cbb\u75c5\u53cd\u81f4\u75c5\u201d\u7684\u77db\u76fe\uff0c\u50ac\u751f\u4e86\u6280\u672f\u6f14\u8fdb\u7684\u8feb\u5207\u9700\u6c42\u3002<\/p>\n<hr>\n<h3 id=\"\u4e8c-\u96f6\u4fb5\u6270\u53ef\u89c2\u6d4b\u6027-\u5168\u606f\u900f\u89c6\u7684-\u667a\u6167\u4e4b\u773c\">\u4e8c\u3001\u96f6\u4fb5\u6270\u53ef\u89c2\u6d4b\u6027\uff1a\u5168\u606f\u900f\u89c6\u7684\u201c\u667a\u6167\u4e4b\u773c\u201d<\/h3>\n<p>\u4e0e\u4f20\u7edf\u76d1\u63a7\u7684\u88ab\u52a8\u54cd\u5e94\u4e0d\u540c\uff0c<strong>\u96f6\u4fb5\u6270\u53ef\u89c2\u6d4b\u6027\uff08Zero-Instrumentation Observability\uff09<\/strong> \u91cd\u65b0\u5b9a\u4e49\u4e86\u6570\u636e\u89c2\u6d4b\u7684\u8303\u5f0f\u3002\u5b83\u901a\u8fc7<strong>\u65e0\u4fb5\u5165\u7684\u6570\u636e\u91c7\u96c6<\/strong>\u548c<strong>\u591a\u7ef4\u4fe1\u53f7\u5173\u8054<\/strong>\uff0c\u6784\u5efa\u8d77\u7cfb\u7edf\u7684\u201c\u6570\u5b57\u5b6a\u751f\u201d\u3002\u5176\u6280\u672f\u5e95\u5ea7\u5305\u542b\u4e09\u5927\u652f\u67f1\uff1a<\/p>\n<ul>\n<li><strong>Traces\uff08\u94fe\u8def\u8ffd\u8e2a\uff09<\/strong>\uff1a\u81ea\u52a8\u8bb0\u5f55\u8bf7\u6c42\u5728\u5fae\u670d\u52a1\u95f4\u7684\u5b8c\u6574\u6d41\u8f6c\u8def\u5f84\uff0c\u7cbe\u51c6\u5b9a\u4f4d\u5ef6\u8fdf\u74f6\u9888\uff1b\n<\/li>\n<li><strong>Metrics\uff08\u6307\u6807\uff09<\/strong>\uff1a\u4e0d\u4ec5\u5305\u542b\u57fa\u7840\u8d44\u6e90\u6307\u6807\uff0c\u66f4\u6db5\u76d6\u4e1a\u52a1\u81ea\u5b9a\u4e49\u6307\u6807\uff08\u5982\u8d2d\u7269\u8f66\u5f03\u5355\u7387\uff09\uff1b\n<\/li>\n<li><strong>Logs\uff08\u65e5\u5fd7\uff09<\/strong>\uff1a\u901a\u8fc7\u7ed3\u6784\u5316\u65e5\u5fd7\u4e0e\u4e0a\u4e0b\u6587\u5173\u8054\uff0c\u5b9e\u73b0\u95ee\u9898\u573a\u666f\u7684\u7cbe\u51c6\u8fd8\u539f\u3002\n<\/li>\n<\/ul>\n<p>\u4ee5\u67d0\u4e91\u539f\u751f\u6570\u636e\u5e93\u5382\u5546\u7684\u5b9e\u8df5\u4e3a\u4f8b\uff0c\u4ed6\u4eec\u5728\u4e0d\u4fee\u6539\u5e94\u7528\u4ee3\u7801\u7684\u60c5\u51b5\u4e0b\uff0c\u901a\u8fc7eBPF\u6280\u672f\u4ece\u64cd\u4f5c\u7cfb\u7edf\u5185\u6838\u5c42\u91c7\u96c6\u7f51\u7edc\u6d41\u91cf\uff0c\u518d\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u81ea\u52a8\u7ed8\u5236\u670d\u52a1\u4f9d\u8d56\u56fe\u3002\u8fd9\u79cd\u65b9\u6848\u5c06\u6545\u969c\u5e73\u5747\u4fee\u590d\u65f6\u95f4\uff08MTTR\uff09\u7f29\u77ed\u4e8667%\uff0c\u800c\u8d44\u6e90\u6d88\u8017\u4ec5\u4e3a\u4f20\u7edf\u65b9\u6848\u76841\/5\u3002<\/p>\n<hr>\n<h3 id=\"\u4e09-\u8303\u5f0f\u9769\u547d-\u4ece-\u76d1\u63a7\u5df2\u77e5-\u5230-\u63a2\u7d22\u672a\u77e5\">\u4e09\u3001\u8303\u5f0f\u9769\u547d\uff1a\u4ece\u201c\u76d1\u63a7\u5df2\u77e5\u201d\u5230\u201c\u63a2\u7d22\u672a\u77e5\u201d<\/h3>\n<p>\u4e24\u8005\u7684\u5dee\u5f02\u7edd\u975e\u6280\u672f\u7ec4\u4ef6\u7684\u7b80\u5355\u53e0\u52a0\uff0c\u800c\u662f<strong>\u8ba4\u77e5\u7ef4\u5ea6<\/strong>\u7684\u6839\u672c\u6027\u5347\u7ea7\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th><strong>\u5bf9\u6bd4\u7ef4\u5ea6<\/strong><\/th>\n<th><strong>\u4f20\u7edf\u76d1\u63a7<\/strong><\/th>\n<th><strong>\u96f6\u4fb5\u6270\u53ef\u89c2\u6d4b\u6027<\/strong><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u6570\u636e\u89c6\u89d2<\/td>\n<td>\u5173\u6ce8\u9884\u8bbe\u6307\u6807<\/td>\n<td>\u5168\u91cf\u6570\u636e\u5b9e\u65f6\u5173\u8054<\/td>\n<\/tr>\n<tr>\n<td>\u95ee\u9898\u54cd\u5e94<\/td>\n<td>\u201c\u53d1\u751f\u4e86\u4ec0\u4e48\u201d<\/td>\n<td>\u201c\u4e3a\u4ec0\u4e48\u53d1\u751f\u201d<\/td>\n<\/tr>\n<tr>\n<td>\u7cfb\u7edf\u5f71\u54cd<\/td>\n<td>\u4fb5\u5165\u5f0f\u91c7\u96c6\u53ef\u80fd\u5f15\u53d1\u6027\u80fd\u8870\u51cf<\/td>\n<td>\u96f6\u4ee3\u7801\u4fee\u6539\uff0c\u8d44\u6e90\u6d88\u8017\u53ef\u63a7<\/td>\n<\/tr>\n<tr>\n<td>\u573a\u666f\u9002\u5e94\u6027<\/td>\n<td>\u9759\u6001\u73af\u5883\u9002\u7528\u6027\u5f3a<\/td>\n<td>\u52a8\u6001\u4e91\u539f\u751f\u73af\u5883\u4f18\u52bf\u663e\u8457<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5728\u5177\u4f53\u5b9e\u8df5\u4e2d\uff0c\u8fd9\u79cd\u5dee\u5f02\u4f53\u73b0\u4e3a\u4e24\u79cd\u5178\u578b\u573a\u666f\uff1a<\/p>\n<ol>\n<li><strong>\u7a81\u53d1\u6d41\u91cf\u4e0b\u7684<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a><\/strong>\uff1a\u4f20\u7edf\u76d1\u63a7\u53ef\u80fd\u53ea\u4f1a\u62a5\u544a\u201cAPI\u54cd\u5e94\u8d85\u65f6\u201d\uff0c\u800c\u96f6\u4fb5\u6270\u65b9\u6848\u80fd\u81ea\u52a8\u5173\u8054\u5230\u67d0\u4e2a\u4e0b\u6e38\u670d\u52a1\u7684JVM\u5783\u573e\u56de\u6536\u5f02\u5e38\uff0c\u5e76\u8ffd\u6eaf\u5230\u4e09\u5929\u524d\u7684\u67d0\u6b21\u914d\u7f6e\u53d8\u66f4\uff1b\n<\/li>\n<li><strong>\u5b89\u5168\u4e8b\u4ef6\u8c03\u67e5<\/strong>\uff1a\u65e0\u9700\u5728\u4ee3\u7801\u4e2d\u690d\u5165\u65e5\u5fd7\u57cb\u70b9\uff0c\u76f4\u63a5\u901a\u8fc7\u7f51\u7edc\u5c42\u6d41\u91cf\u91cd\u6784\u653b\u51fb\u8def\u5f84\uff0c\u540c\u65f6\u6ee1\u8db3\u5408\u89c4\u5ba1\u8ba1\u4e0e\u53d6\u8bc1\u9700\u6c42\u3002\n<\/li>\n<\/ol>\n<p>Gartner\u57282023\u5e74\u62a5\u544a\u4e2d\u6307\u51fa\uff0c\u91c7\u7528<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0<\/a>\u7684\u4f01\u4e1a\uff0c\u5176\u7cfb\u7edf\u53ef\u7528\u6027\u5e73\u5747\u63d0\u534740%\uff0c\u800c\u8fd0\u7ef4\u56e2\u961f\u7528\u4e8e\u6545\u969c\u6392\u67e5\u7684\u65f6\u95f4\u51cf\u5c1155%\u3002<\/p>\n<hr>\n<h3 id=\"\u56db-\u6280\u672f\u8dc3\u8fc1\u80cc\u540e\u7684\u5e95\u5c42\u903b\u8f91\">\u56db\u3001\u6280\u672f\u8dc3\u8fc1\u80cc\u540e\u7684\u5e95\u5c42\u903b\u8f91<\/h3>\n<p>\u9a71\u52a8\u8fd9\u573a\u53d8\u9769\u7684\u4e0d\u4ec5\u662f\u5de5\u5177\u8fed\u4ee3\uff0c\u66f4\u662f<strong>\u7cfb\u7edf\u67b6\u6784\u6f14\u8fdb\u4e0e\u8fd0\u7ef4\u54f2\u5b66\u7684\u8f6c\u53d8<\/strong>\uff1a<\/p>\n<ol>\n<li><strong>\u9ed1\u76d2\u5230\u767d\u76d2\u7684\u601d\u7ef4\u8de8\u8d8a<\/strong>\uff1a\u4f20\u7edf\u76d1\u63a7\u5c06\u7cfb\u7edf\u89c6\u4e3a\u9ed1\u7bb1\uff0c\u901a\u8fc7\u5916\u90e8\u6307\u6807\u63a8\u6d4b\u5185\u90e8\u72b6\u6001\uff1b\u53ef\u89c2\u6d4b\u6027\u5219\u8981\u6c42\u7cfb\u7edf\u5185\u751f\u652f\u6301\u900f\u660e\u5316\uff0c\u5c31\u50cf\u4e3a\u5668\u5b98\u624b\u672f\u914d\u5907X\u5149\u900f\u89c6\u4eea\uff1b\n<\/li>\n<li><strong>\u4ece\u201c\u8fd0\u7ef4\u9632\u5fa1\u201d\u5230\u201c\u5f00\u53d1\u8d4b\u80fd\u201d<\/strong>\uff1a\u96f6\u4fb5\u6270\u7279\u6027\u8ba9\u5f00\u53d1\u8005\u65e0\u9700\u5173\u6ce8\u76d1\u63a7\u57cb\u70b9\uff0c\u66f4\u4e13\u6ce8\u4e8e\u4e1a\u52a1\u903b\u8f91\u521b\u65b0\u3002\u6b63\u5982CNCF\uff08\u4e91\u539f\u751f\u8ba1\u7b97\u57fa\u91d1\u4f1a\uff09\u63d0\u51fa\u7684\u201cObservability Driven Development\u201d\uff0c\u53ef\u89c2\u6d4b\u6570\u636e\u6b63\u53cd\u5411\u9a71\u52a8\u67b6\u6784\u4f18\u5316\uff1b\n<\/li>\n<li><strong>\u6570\u636e\u9a71\u52a8\u7684\u4e8b\u524d\u9884\u9632<\/strong>\uff1a\u901a\u8fc7\u5efa\u7acb\u57fa\u7ebf\u6a21\u578b\uff0c\u7cfb\u7edf\u53ef\u81ea\u52a8\u68c0\u6d4b\u504f\u79bb\u5e38\u6001\u7684\u884c\u4e3a\u6a21\u5f0f\u3002\u4f8b\u5982\uff0c\u67d0\u89c6\u9891\u6d41\u5a92\u4f53\u5e73\u53f0\u5229\u7528\u5386\u53f2\u6570\u636e\u8bad\u7ec3\u5f02\u5e38\u68c0\u6d4b\u6a21\u578b\uff0c\u5728\u7f13\u51b2\u7387\u5f02\u5e38\u6500\u5347\u524d15\u5206\u949f\u53d1\u51fa\u9884\u8b66\uff0c\u907f\u514d\u7528\u6237\u53ef\u611f\u77e5\u7684\u5361\u987f\u3002\n<\/li>\n<\/ol>\n<hr>\n<h3 id=\"\u4e94-\u843d\u5730\u6311\u6218\u4e0e\u8def\u5f84\u9009\u62e9\">\u4e94\u3001\u843d\u5730\u6311\u6218\u4e0e\u8def\u5f84\u9009\u62e9<\/h3>\n<p>\u5c3d\u7ba1\u4f18\u52bf\u663e\u8457\uff0c\u4f46\u96f6\u4fb5\u6270\u53ef\u89c2\u6d4b\u6027\u7684\u5b9e\u65bd\u9700\u8981\u8de8\u8d8a\u4e09\u91cd\u95e8\u69db\uff1a<\/p>\n<ol>\n<li><strong>\u6280\u672f\u6808\u9002\u914d<\/strong>\uff1aeBPF\u3001<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">OpenTelemetry<\/a>\u7b49\u65b0\u5174\u6807\u51c6\u4ecd\u9700\u751f\u6001\u5b8c\u5584\uff1b\n<\/li>\n<li><strong>\u6570\u636e\u6cbb\u7406<\/strong>\uff1aPB\u7ea7\u6570\u636e\u7684\u5b58\u50a8\u3001\u68c0\u7d22\u4e0e\u5b9e\u65f6\u5206\u6790\u5bf9\u6280\u672f\u67b6\u6784\u63d0\u51fa\u6311\u6218\uff1b\n<\/li>\n<li><strong>\u7ec4\u7ec7\u534f\u540c<\/strong>\uff1a\u5f00\u53d1\u3001\u8fd0\u7ef4\u3001\u5b89\u5168\u56e2\u961f\u9700\u56f4\u7ed5\u53ef\u89c2\u6d4b\u6570\u636e\u91cd\u5efa\u534f\u4f5c\u6d41\u7a0b\u3002\n<\/li>\n<\/ol>\n<p>\u884c\u4e1a\u9886\u5148\u8005\u7684\u7ecf\u9a8c\u8868\u660e\uff0c\u6e10\u8fdb\u5f0f\u8fc1\u79fb\u662f\u964d\u4f4e\u98ce\u9669\u7684\u5173\u952e\uff1a<\/p>\n<ul>\n<li><strong>\u7b2c\u4e00\u9636\u6bb5<\/strong>\uff1a\u5728\u975e\u6838\u5fc3\u4e1a\u52a1\u4e2d\u8bd5\u70b9\u81ea\u52a8\u94fe\u8def\u8ffd\u8e2a\u4e0e\u65e5\u5fd7\u5173\u8054\uff1b\n<\/li>\n<li><strong>\u7b2c\u4e8c\u9636\u6bb5<\/strong>\uff1a\u6784\u5efa\u7edf\u4e00\u7684\u53ef\u89c2\u6d4b\u6570\u636e\u5e73\u53f0\uff0c\u6574\u5408\u73b0\u6709\u76d1\u63a7\u5de5\u5177\uff1b\n<\/li>\n<li><strong>\u7b2c\u4e09\u9636\u6bb5<\/strong>\uff1a\u901a\u8fc7AIOps\u5b9e\u73b0\u9884\u6d4b\u6027\u7ef4\u62a4\u4e0e\u81ea\u52a8\u5316\u4fee\u590d\u3002\n<\/li>\n<\/ul>\n<hr>\n<p>\u5728\u8fd9\u573a\u9759\u6084\u6084\u7684\u6280\u672f\u9769\u547d\u4e2d\uff0c\u4f01\u4e1a\u9700\u8981\u6e05\u9192\u8ba4\u8bc6\u5230\uff1a<strong>\u96f6\u4fb5\u6270\u53ef\u89c2\u6d4b\u6027\u4e0d\u662f\u76d1\u63a7\u5de5\u5177\u7684\u66ff\u4ee3\u54c1\uff0c\u800c\u662f\u9762\u5411\u672a\u6765\u7684\u7cfb\u7edf\u5de5\u7a0b\u7406\u5ff5<\/strong>\u3002\u5b83\u65e2\u89e3\u6784\u4e86\u4f20\u7edf\u76d1\u63a7\u7684\u88ab\u52a8\u6027\uff0c\u53c8\u91cd\u6784\u4e86\u6570\u636e\u4ef7\u503c\u7684\u91ca\u653e\u8def\u5f84\u3002\u5f53\u7cfb\u7edf\u590d\u6742\u5ea6\u8d85\u8d8a\u4eba\u529b\u53ef\u7ba1\u7406\u7684\u4e34\u754c\u70b9\u65f6\uff0c\u552f\u6709\u62e5\u62b1\u8fd9\u79cd\u8303\u5f0f\u5347\u7ea7\uff0c\u624d\u80fd\u5728\u6570\u5b57\u751f\u6001\u7684\u7ade\u4e89\u4e2d\u5360\u636e\u5148\u673a\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u6570\u5b57\u5316\u8f6c\u578b\u7684\u6d6a\u6f6e\u4e2d\uff0c\u7cfb\u7edf\u7a33\u5b9a\u6027\u4e0e\u6027\u80fd\u4f18\u5316\u5df2\u6210\u4e3a\u4f01\u4e1a\u6280\u672f\u67b6\u6784\u7684\u6838\u5fc3\u547d\u9898\u3002\u65e0\u8bba\u662f\u7535\u5546\u5e73\u53f0\u7684\u79d2\u6740\u6d3b\u52a8\uff0c\u8fd8\u662f\u91d1\u878d\u7cfb\u7edf\u7684\u5b9e\u65f6\u4ea4\u6613\uff0c\u80cc\u540e\u90fd\u9700\u8981\u4e00\u5957\u5f3a\u5927\u7684\u89c2\u6d4b\u673a\u5236\u6765\u652f\u6491\u4e1a\u52a1\u8fd0\u8f6c\u3002\u7136\u800c\uff0c\u968f\u7740\u5fae\u670d\u52a1\u3001\u5bb9\u5668\u5316\u3001\u65e0\u670d\u52a1\u5668\u67b6\u6784\u7684\u666e\u53ca\uff0c\u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u9010\u6e10\u663e\u9732\u51fa\u529b\u4e0d\u4ece\u5fc3\u7684\u75b2\u6001\u3002\u5f53\u7cfb\u7edf\u590d\u6742\u5ea6\u6307\u6570\u7ea7\u589e\u957f\u65f6\uff0c\u4e00\u79cd\u540d\u4e3a\u201c\u96f6\u4fb5\u6270\u53ef\u89c2\u6d4b\u6027\u201d\u7684\u65b0\u578b\u6280\u672f\u8303\u5f0f\u6b63\u5728\u6084\u7136\u6539\u5199\u89c4\u5219\u3002\u5b83\u7a76\u7adf\u5982\u4f55\u7a81\u7834\u4f20\u7edf\u76d1\u63a7\u7684\u8fb9\u754c\uff1f\u8fd9\u573a\u6280\u672f\u5347\u7ea7\u80cc\u540e\uff0c\u9690\u85cf\u7740\u600e\u6837\u7684\u601d\u7ef4\u8dc3\u8fc1\uff1f \u4e00\u3001\u4f20\u7edf\u76d1\u63a7\uff1a\u88ab\u52a8\u9632\u5fa1\u7684\u201c\u5b88\u95e8\u4eba\u201d \u4f20\u7edf\u76d1\u63a7\u7684\u6838\u5fc3\u903b\u8f91\u5efa\u7acb\u5728\u9608\u503c\u544a\u8b66\u4e0e\u6307\u6807\u91c7\u96c6\u4e4b\u4e0a\u3002\u5b83\u5982\u540c\u4e00\u4f4d24\u5c0f\u65f6\u503c\u73ed\u7684\u4fdd\u5b89\uff0c\u901a\u8fc7\u9884\u8bbe\u7684\u89c4\u5219\uff08\u5982CPU\u4f7f\u7528\u7387\u8d85\u8fc780%\u6216\u54cd\u5e94\u65f6\u95f4\u8d85\u8fc72\u79d2\uff09\u89e6\u53d1\u8b66\u62a5\u3002\u8fd9\u79cd\u6a21\u5f0f\u8bde\u751f\u4e8e\u5355\u4f53\u67b6\u6784\u65f6\u4ee3\uff0c\u7cfb\u7edf\u7ec4\u4ef6\u76f8\u5bf9\u7b80\u5355\uff0c\u95ee\u9898\u5b9a\u4f4d\u7684\u8def\u5f84\u6e05\u6670\u3002\u4f8b\u5982\uff0c\u65e9\u671f\u7684\u670d\u52a1\u5668\u76d1\u63a7\u5de5\u5177\u901a\u8fc7\u5b9a\u671f\u6293\u53d6\u5185\u5b58\u3001\u78c1\u76d8\u3001\u7f51\u7edc\u7b49\u57fa\u7840\u6307\u6807\uff0c\u5e2e\u52a9\u8fd0\u7ef4\u4eba\u5458\u5feb\u901f\u53d1\u73b0\u786c\u4ef6\u8d44\u6e90\u74f6\u9888\u3002 \u8fd9\u79cd\u6a21\u5f0f\u5728\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e2d\u66b4\u9732\u4e86\u4e09\u5927\u81f4\u547d\u7f3a\u9677\uff1a \u6570\u636e\u7ef4\u5ea6\u5355\u4e00\uff1a\u4f20\u7edf\u76d1\u63a7\u4f9d\u8d56\u6709\u9650\u7684\u6307\u6807\uff08\u5982\u9519\u8bef\u7387\u3001\u541e\u5410\u91cf\uff09\uff0c\u65e0\u6cd5\u6355\u6349\u670d\u52a1\u95f4\u590d\u6742\u7684\u8c03\u7528\u5173\u7cfb\uff1b \u4e8b\u540e\u8ffd\u6eaf\u56f0\u5883\uff1a\u5f53\u544a\u8b66\u89e6\u53d1\u65f6\uff0c\u7cfb\u7edf\u5f80\u5f80\u5df2\u53d1\u751f\u6545\u969c\uff0c\u7f3a\u4e4f\u5bf9\u95ee\u9898\u6839\u6e90\u7684\u5b9e\u65f6\u8ffd\u8e2a\u80fd\u529b\uff1b \u4fb5\u5165\u5f0f\u63a2\u9488\u8d1f\u62c5\uff1a\u4e3a\u4e86\u91c7\u96c6\u6570\u636e\uff0c\u901a\u5e38\u9700\u8981\u5728\u4ee3\u7801\u4e2d\u690d\u5165SDK\u6216\u4ee3\u7406\uff0c\u53ef\u80fd\u5f71\u54cd\u7cfb\u7edf\u6027\u80fd\u3002 \u67d0\u7535\u5546\u4f01\u4e1a\u66fe\u62ab\u9732\uff0c\u5176\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\u8d85\u8fc730%\u7684\u5ef6\u8fdf\u95ee\u9898\u6e90\u4e8e\u76d1\u63a7\u63a2\u9488\u81ea\u8eab\u7684\u6570\u636e\u6536\u96c6\u5f00\u9500\u3002\u8fd9\u79cd\u201c\u6cbb\u75c5\u53cd\u81f4\u75c5\u201d\u7684\u77db\u76fe\uff0c\u50ac\u751f\u4e86\u6280\u672f\u6f14\u8fdb\u7684\u8feb\u5207\u9700\u6c42\u3002 \u4e8c\u3001\u96f6\u4fb5\u6270\u53ef\u89c2\u6d4b\u6027\uff1a\u5168\u606f\u900f\u89c6\u7684\u201c\u667a\u6167\u4e4b\u773c\u201d \u4e0e\u4f20\u7edf\u76d1\u63a7\u7684\u88ab\u52a8\u54cd\u5e94\u4e0d\u540c\uff0c\u96f6\u4fb5\u6270\u53ef\u89c2\u6d4b\u6027\uff08Zero-Instrumentation Observability\uff09 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