{"id":34751,"date":"2025-03-11T14:41:01","date_gmt":"2025-03-11T06:41:01","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=34751"},"modified":"2025-03-11T14:41:01","modified_gmt":"2025-03-11T06:41:01","slug":"%e5%a6%82%e4%bd%95%e9%80%9a%e8%bf%87%e9%9b%b6%e4%be%b5%e6%89%b0%e5%8f%af%e8%a7%82%e6%b5%8b%e6%80%a7%e5%ae%9e%e7%8e%b0%e5%ae%9e%e6%97%b6%e5%91%8a%e8%ad%a6%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/34751.html","title":{"rendered":"\u5982\u4f55\u901a\u8fc7\u96f6\u4fb5\u6270\u53ef\u89c2\u6d4b\u6027\u5b9e\u73b0\u5b9e\u65f6\u544a\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\/ni51f2CQ.jpg\" alt=\"\u5982\u4f55\u901a\u8fc7\u96f6\u4fb5\u6270\u53ef\u89c2\u6d4b\u6027\u5b9e\u73b0\u5b9e\u65f6\u544a\u8b66\uff1f\" ><\/p>\n<\/p>\n<hr>\n<p>\u5728\u6570\u5b57\u5316\u8f6c\u578b\u7684\u6d6a\u6f6e\u4e2d\uff0c\u4f01\u4e1a\u7cfb\u7edf\u7684\u590d\u6742\u6027\u5448\u6307\u6570\u7ea7\u589e\u957f\u3002\u4e00\u6b21\u77ed\u6682\u7684\u7f51\u7edc\u5ef6\u8fdf\u53ef\u80fd\u5bfc\u81f4\u7535\u5546\u5e73\u53f0\u635f\u5931\u6570\u767e\u4e07\u8ba2\u5355\uff0c\u4e00\u6b21\u672a\u88ab\u5bdf\u89c9\u7684\u6570\u636e\u5e93\u9501\u6b7b\u53ef\u80fd\u5f15\u53d1\u91d1\u878d\u4ea4\u6613\u7cfb\u7edf\u7684\u8fde\u9501\u6545\u969c\u3002\u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u5f80\u5f80\u9762\u4e34\u4e24\u96be\u9009\u62e9\uff1a\u8981\u4e48\u4e3a\u83b7\u53d6\u5b8c\u6574\u6570\u636e\u800c\u727a\u7272\u7cfb\u7edf\u6027\u80fd\uff0c\u8981\u4e48\u4e3a\u4fdd\u969c\u8fd0\u884c\u6548\u7387\u800c\u964d\u4f4e\u76d1\u63a7\u7c92\u5ea6\u3002<strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u96f6\u4fb5\u6270\u53ef\u89c2\u6d4b\u6027<\/a>\uff08Zero-Instrumentation Observability\uff09<\/strong>\u7684\u51fa\u73b0\uff0c\u6b63\u5728\u6253\u7834\u8fd9\u79cd\u56f0\u5c40\u3002\u5b83\u4e0d\u4ec5\u5b9e\u73b0<strong>\u6beb\u79d2\u7ea7\u5b9e\u65f6\u544a\u8b66<\/strong>\uff0c\u66f4\u901a\u8fc7<strong>\u65e0\u4ee3\u7801\u63d2\u6869<\/strong>\u548c<strong>\u667a\u80fd\u6570\u636e\u91c7\u6837<\/strong>\u6280\u672f\uff0c\u8ba9\u7cfb\u7edf\u76d1\u63a7\u50cf\u547c\u5438\u4e00\u6837\u81ea\u7136\u5b58\u5728\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-\u96f6\u4fb5\u6270\u53ef\u89c2\u6d4b\u6027-\u91cd\u65b0\u5b9a\u4e49\u7cfb\u7edf\u76d1\u63a7\u8303\u5f0f\">\u4e00\u3001<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u96f6\u4fb5\u6270\u53ef\u89c2\u6d4b\u6027<\/a>\uff1a\u91cd\u65b0\u5b9a\u4e49\u7cfb\u7edf\u76d1\u63a7\u8303\u5f0f<\/h3>\n<p>\u4f20\u7edf\u76d1\u63a7\u4f9d\u8d56\u4ee3\u7801\u63d2\u6869\uff08Instrumentation\uff09\uff0c\u5982\u540c\u5728\u9ad8\u901f\u516c\u8def\u4e0a\u8bbe\u7f6e\u6d4b\u901f\u6444\u50cf\u5934\uff1a\u9700\u8981\u9884\u5148\u57cb\u70b9\u3001\u6d88\u8017\u7cfb\u7edf\u8d44\u6e90\uff0c\u4e14\u96be\u4ee5\u8986\u76d6\u52a8\u6001\u53d8\u5316\u7684\u67b6\u6784\u3002\u800c<strong>\u96f6\u4fb5\u6270\u53ef\u89c2\u6d4b\u6027<\/strong>\u901a\u8fc7\u4e09\u5927\u6838\u5fc3\u9769\u65b0\u5f7b\u5e95\u6539\u53d8\u8fd9\u4e00\u6a21\u5f0f\uff1a<\/p>\n<ol>\n<li>\n<p><strong>\u65e0\u4fb5\u5165\u5f0f\u6570\u636e\u91c7\u96c6<\/strong><br \/>\n\u57fa\u4e8e<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">eBPF<\/a>\uff08\u6269\u5c55\u4f2f\u514b\u5229\u5305\u8fc7\u6ee4\u5668\uff09\u6280\u672f\uff0c\u76f4\u63a5\u4ece\u64cd\u4f5c\u7cfb\u7edf\u5185\u6838\u5c42\u6355\u83b7\u7f51\u7edc\u6d41\u91cf\u3001\u7cfb\u7edf\u8c03\u7528\u7b49\u539f\u59cb\u6570\u636e\uff0c\u65e0\u9700\u4fee\u6539\u5e94\u7528\u7a0b\u5e8f\u4ee3\u7801\u3002\u4f8b\u5982\u67d0\u5934\u90e8\u94f6\u884c\u91c7\u7528\u8be5\u6280\u672f\u540e\uff0c\u4ea4\u6613\u7cfb\u7edf\u7684CPU\u5360\u7528\u7387\u4ece\u4f20\u7edf\u65b9\u6848\u768412%\u964d\u81f30.8%\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u4e0a\u4e0b\u6587\u611f\u77e5\u7684\u667a\u80fd\u5173\u8054<\/strong><br \/>\n\u901a\u8fc7\u673a\u5668\u5b66\u4e60\u5206\u6790\u65e5\u5fd7\uff08Logs\uff09\u3001\u6307\u6807\uff08Metrics\uff09\u3001\u94fe\u8def\uff08Traces\uff09\u7684\u5173\u8054\u6027\uff0c\u81ea\u52a8\u6784\u5efa\u670d\u52a1\u4f9d\u8d56\u56fe\u8c31\u3002\u5f53API\u54cd\u5e94\u65f6\u95f4\u7a81\u589e\u65f6\uff0c\u7cfb\u7edf\u80fd\u81ea\u52a8\u5173\u8054\u5230\u540c\u65f6\u6bb5\u7684\u6570\u636e\u5e93\u6162\u67e5\u8be2\uff0c\u800c\u975e\u5b64\u7acb\u62a5\u8b66\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u81ea\u9002\u5e94\u91c7\u6837\u7b97\u6cd5<\/strong><br \/>\n\u52a8\u6001\u8c03\u6574\u6570\u636e\u91c7\u96c6\u9891\u7387\uff1a\u5728\u7cfb\u7edf\u5e73\u7a33\u671f\u4ec5\u4fdd\u75595%\u7684\u6837\u672c\u6570\u636e\uff0c\u5f53\u68c0\u6d4b\u5230\u5f02\u5e38\u6a21\u5f0f\u65f6\u7acb\u5373\u5207\u6362\u81f3\u5168\u91cf\u91c7\u96c6\u3002\u8fd9\u79cd<strong>\u667a\u80fd\u8282\u6d41<\/strong>\u6280\u672f\u4f7f\u6570\u636e\u5b58\u50a8\u6210\u672c\u964d\u4f4e70%\uff0c\u540c\u65f6\u4fdd\u8bc1\u5173\u952e\u4e8b\u4ef6100%\u6355\u83b7\u3002<\/p>\n<\/li>\n<\/ol>\n<hr>\n<h3 id=\"\u4e8c-\u5b9e\u65f6\u544a\u8b66\u7684\u8fdb\u5316-\u4ece-\u4e8b\u540e\u706d\u706b-\u5230-\u4e8b\u524d\u9884\u8b66\">\u4e8c\u3001\u5b9e\u65f6\u544a\u8b66\u7684\u8fdb\u5316\uff1a\u4ece&rdquo;\u4e8b\u540e\u706d\u706b&rdquo;\u5230&rdquo;\u4e8b\u524d\u9884\u8b66&rdquo;<\/h3>\n<p>\u5b9e\u65f6\u544a\u8b66\u7684\u7ec8\u6781\u76ee\u6807\u4e0d\u662f\u8bb0\u5f55\u6545\u969c\uff0c\u800c\u662f<strong>\u963b\u65ad\u6545\u969c\u94fe<\/strong>\u3002\u96f6\u4fb5\u6270\u53ef\u89c2\u6d4b\u6027\u901a\u8fc7\u4e09\u5c42\u9632\u5fa1\u4f53\u7cfb\u5b9e\u73b0\u8fd9\u4e00\u8de8\u8d8a\uff1a<\/p>\n<p><strong>\u7b2c\u4e00\u5c42\uff1a\u6307\u6807\u5f02\u5e38\u68c0\u6d4b<\/strong><\/p>\n<ul>\n<li>\u91c7\u7528<strong>\u52a8\u6001\u57fa\u7ebf\u7b97\u6cd5<\/strong>\uff0c\u81ea\u52a8\u5b66\u4e60\u4e1a\u52a1\u6d41\u91cf\u3001CPU\u4f7f\u7528\u7387\u7b49\u6307\u6807\u7684\u5468\u671f\u6027\u89c4\u5f8b\n<\/li>\n<li>\u5f53\u6307\u6807\u504f\u79bb\u5386\u53f2\u6a21\u5f0f3\u4e2a\u6807\u51c6\u5dee\u65f6\u89e6\u53d1\u9884\u8b66\uff0c\u6bd4\u56fa\u5b9a\u9608\u503c\u673a\u5236\u65e930\u5206\u949f\u53d1\u73b0\u6f5c\u5728\u98ce\u9669\n<\/li>\n<\/ul>\n<p><strong>\u7b2c\u4e8c\u5c42\uff1a\u6839\u56e0\u5b9a\u4f4d\u5f15\u64ce<\/strong><\/p>\n<ul>\n<li>\u57fa\u4e8e\u56e0\u679c\u63a8\u7406\u6a21\u578b\uff0c\u572815\u79d2\u5185\u5b8c\u6210\u8de8200+\u5fae\u670d\u52a1\u7684\u4f9d\u8d56\u5206\u6790\n<\/li>\n<li>\u67d0\u8de8\u5883\u7535\u5546\u6848\u4f8b\u663e\u793a\uff0c\u8be5\u7cfb\u7edf\u5c06\u5e73\u5747\u6545\u969c\u5b9a\u4f4d\u65f6\u95f4\uff08MTTI\uff09\u4ece47\u5206\u949f\u538b\u7f29\u81f383\u79d2\n<\/li>\n<\/ul>\n<p><strong>\u7b2c\u4e09\u5c42\uff1a\u9884\u6d4b\u6027\u5e72\u9884<\/strong><\/p>\n<ul>\n<li>\u7ed3\u5408\u65f6\u5e8f\u9884\u6d4b\u4e0e\u5f3a\u5316\u5b66\u4e60\uff0c\u5728\u8d44\u6e90\u8017\u5c3d\u524d\u81ea\u52a8\u6269\u5bb9\n<\/li>\n<li>\u81ea\u52a8\u9a7e\u9a76\u7cfb\u7edf\u901a\u8fc7\u8be5\u6280\u672f\u5b9e\u73b0\u4e8699.999%\u7684API\u53ef\u7528\u7387\uff0c\u4e14\u8d44\u6e90\u6d6a\u8d39\u51cf\u5c1140%\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u4e09-\u6280\u672f\u67b6\u6784\u7684\u56db\u5927\u652f\u67f1\">\u4e09\u3001\u6280\u672f\u67b6\u6784\u7684\u56db\u5927\u652f\u67f1<\/h3>\n<p>\u5b9e\u73b0\u96f6\u4fb5\u6270\u53ef\u89c2\u6d4b\u6027\u9700\u8981\u4f53\u7cfb\u5316\u6280\u672f\u652f\u6491\uff0c\u4ee5\u4e0b\u56db\u5927\u7ec4\u4ef6\u7f3a\u4e00\u4e0d\u53ef\uff1a<\/p>\n<ol>\n<li>\n<p><strong>\u8f7b\u91cf\u5316\u6570\u636e\u91c7\u96c6\u5668<\/strong><br \/>\n\u57fa\u4e8eWebAssembly\u7684\u63a2\u9488\u4ec5\u5360\u75282MB\u5185\u5b58\uff0c\u652f\u6301Kubernetes sidecar\u81ea\u52a8\u6ce8\u5165\uff0c\u5b9e\u73b0<strong>5\u5206\u949f\u5185\u5b8c\u6210\u5343\u8282\u70b9\u90e8\u7f72<\/strong>\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u6d41\u5f0f\u5904\u7406\u7ba1\u9053<\/strong><br \/>\n\u91c7\u7528Apache Flink\u6784\u5efa\u5b9e\u65f6\u5904\u7406\u5f15\u64ce\uff0c\u6bcf\u79d2\u53ef\u5904\u7406\u767e\u4e07\u7ea7\u6570\u636e\u70b9\uff0c\u786e\u4fdd\u544a\u8b66\u5ef6\u8fdf\u4e25\u683c\u63a7\u5236\u5728200ms\u4ee5\u5185\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u77e5\u8bc6\u56fe\u8c31\u6570\u636e\u5e93<\/strong><br \/>\n\u5c06\u57fa\u7840\u8bbe\u65bd\u3001\u5e94\u7528\u62d3\u6251\u3001\u4e1a\u52a1\u903b\u8f91\u7684\u5173\u7cfb\u5efa\u6a21\u4e3a\u56fe\u7ed3\u6784\uff0c\u652f\u6301\u7c7b\u4f3c&rdquo;\u5f53\u8ba2\u5355\u670d\u52a1\u5ef6\u8fdf&gt;500ms\u65f6\uff0c\u68c0\u67e5\u652f\u4ed8\u7f51\u5173\u7684JVM GC\u9891\u7387&rdquo;\u7684\u8bed\u4e49\u5316\u67e5\u8be2\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u53ef\u89e3\u91ca\u6027AI\u6a21\u578b<\/strong><br \/>\n\u4f7f\u7528SHAP\uff08Shapley Additive Explanations\uff09\u7b97\u6cd5\u53ef\u89c6\u5316\u544a\u8b66\u51b3\u7b56\u8fc7\u7a0b\uff0c\u8fd0\u7ef4\u4eba\u5458\u53ef\u6e05\u6670\u770b\u5230&rdquo;\u5f53\u524d\u544a\u8b6673%\u6982\u7387\u7531Redis\u8fde\u63a5\u6c60\u8017\u5c3d\u5f15\u8d77&rdquo;\u3002<\/p>\n<\/li>\n<\/ol>\n<hr>\n<h3 id=\"\u56db-\u843d\u5730\u5b9e\u8df5\u4e2d\u7684\u5173\u952e\u6311\u6218\">\u56db\u3001\u843d\u5730\u5b9e\u8df5\u4e2d\u7684\u5173\u952e\u6311\u6218<\/h3>\n<p>\u5c3d\u7ba1\u6280\u672f\u65e5\u8d8b\u6210\u719f\uff0c\u4f01\u4e1a\u5b9e\u65bd\u8fc7\u7a0b\u4e2d\u4ecd\u9700\u8de8\u8d8a\u4e09\u91cd\u969c\u788d\uff1a<\/p>\n<p><strong>\u6570\u636e\u566a\u58f0\u8fc7\u6ee4<\/strong><\/p>\n<ul>\n<li>\u67d0\u7269\u6d41\u5e73\u53f0\u901a\u8fc7<strong>\u591a\u7ef4\u5ea6\u7279\u5f81\u54c8\u5e0c<\/strong>\u6280\u672f\uff0c\u5c06\u65e0\u6548\u544a\u8b66\u4ece\u65e5\u57471200\u6761\u964d\u81f347\u6761\n<\/li>\n<li>\u5f15\u5165\u4e1a\u52a1\u9ec4\u91d1\u6307\u6807\uff08\u5982\u8d2d\u7269\u8f66\u8f6c\u5316\u7387\uff09\u4f5c\u4e3a\u544a\u8b66\u4f18\u5148\u7ea7\u6743\u91cd\u56e0\u5b50\n<\/li>\n<\/ul>\n<p><strong>\u7ec4\u7ec7\u534f\u4f5c\u6a21\u5f0f<\/strong><\/p>\n<ul>\n<li>\u5efa\u7acb<strong>\u53ef\u89c2\u6d4b\u6027\u4e2d\u5fc3\uff08Observability Hub\uff09<\/strong>\uff0c\u6574\u5408\u8fd0\u7ef4\u3001\u5f00\u53d1\u3001\u4e1a\u52a1\u56e2\u961f\u7684\u6570\u636e\u89c6\u56fe\n<\/li>\n<li>\u63a8\u884c&rdquo;\u4f60\u6784\u5efa\uff0c\u4f60\u8fd0\u7ef4&rdquo;\u7684DevOps\u6587\u5316\uff0c\u4f7f\u544a\u8b66\u54cd\u5e94\u65f6\u95f4\u7f29\u77ed60%\n<\/li>\n<\/ul>\n<p><strong>\u6210\u672c\u6548\u76ca\u5e73\u8861<\/strong><\/p>\n<ul>\n<li>\u91c7\u7528\u51b7\u70ed\u6570\u636e\u5206\u5c42\u5b58\u50a8\uff1a\u70ed\u6570\u636e\u4fdd\u75597\u5929\uff0c\u6e29\u6570\u636e\u538b\u7f29\u5b58\u50a830\u5929\uff0c\u51b7\u6570\u636e\u8f6c\u5b58\u5bf9\u8c61\u5b58\u50a8\n<\/li>\n<li>\u901a\u8fc7<strong>\u5f02\u5e38\u68c0\u6d4b\u9a71\u52a8\u7684\u91c7\u6837<\/strong>\u7b56\u7565\uff0c\u5728\u4fdd\u969c\u68c0\u6d4b\u7cbe\u5ea6\u7684\u524d\u63d0\u4e0b\u964d\u4f4e70%\u5b58\u50a8\u5f00\u9500\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u4e94-\u884c\u4e1a\u5e94\u7528\u573a\u666f\u5168\u666f\u626b\u63cf\">\u4e94\u3001\u884c\u4e1a\u5e94\u7528\u573a\u666f\u5168\u666f\u626b\u63cf<\/h3>\n<p>\u4e0d\u540c\u9886\u57df\u7684\u4f01\u4e1a\u6b63\u5728\u4ece\u96f6\u4fb5\u6270\u53ef\u89c2\u6d4b\u6027\u4e2d\u83b7\u5f97\u72ec\u7279\u4ef7\u503c\uff1a<\/p>\n<ul>\n<li><strong>\u91d1\u878d\u884c\u4e1a<\/strong>\uff1a\u5b9e\u65f6\u68c0\u6d4b\u652f\u4ed8\u94fe\u8def\u4e2d\u7684\u8d44\u91d1\u5f02\u5e38\u6d41\u52a8\uff0c\u5728\u6b3a\u8bc8\u4ea4\u6613\u5b8c\u6210\u524d\u963b\u65ad\u64cd\u4f5c\n<\/li>\n<li><strong>\u667a\u80fd\u5236\u9020<\/strong>\uff1a\u901a\u8fc7\u673a\u5e8a\u632f\u52a8\u9891\u8c31\u5206\u6790\uff0c\u63d0\u524d14\u5c0f\u65f6\u9884\u6d4b\u8bbe\u5907\u6545\u969c\n<\/li>\n<li><strong>\u7269\u8054\u7f51\u9886\u57df<\/strong>\uff1a\u5728\u8fb9\u7f18\u8282\u70b9\u5b9e\u65bd\u8054\u90a6\u5b66\u4e60\uff0c\u5b9e\u73b010\u6beb\u79d2\u7ea7\u7aef\u5230\u7aef\u54cd\u5e94\u76d1\u63a7\n<\/li>\n<li><strong>\u6e38\u620f\u884c\u4e1a<\/strong>\uff1a\u540c\u6b65\u8ffd\u8e2a\u5343\u4e07\u73a9\u5bb6\u884c\u4e3a\u6570\u636e\uff0c\u52a8\u6001\u4f18\u5316\u670d\u52a1\u5668\u8d1f\u8f7d\u5206\u914d\n<\/li>\n<\/ul>\n<p>\u67d0\u89c6\u9891\u6d41\u5a92\u4f53\u5e73\u53f0\u7684\u5b9e\u8df5\u9887\u5177\u4ee3\u8868\u6027\uff1a\u901a\u8fc7\u90e8\u7f72\u96f6\u4fb5\u6270\u76d1\u63a7\uff0c\u5176\u5168\u7403CDN\u7f51\u7edc\u7684\u5361\u987f\u7387\u4e0b\u964d82%\uff0c\u540c\u65f6\u8282\u7701\u4e86\u6bcf\u5e74230\u4e07\u7f8e\u5143\u7684\u4e91\u8d44\u6e90\u6210\u672c\u3002\u8fd9\u5370\u8bc1\u4e86<strong>\u53ef\u89c2\u6d4b\u6027\u4e0d\u662f\u6210\u672c\u4e2d\u5fc3\uff0c\u800c\u662f\u4e1a\u52a1\u589e\u957f\u7684\u6218\u7565\u6027\u6295\u8d44<\/strong>\u3002<\/p>\n<hr>\n<h3 id=\"\u516d-\u672a\u6765\u6f14\u8fdb\u65b9\u5411\">\u516d\u3001\u672a\u6765\u6f14\u8fdb\u65b9\u5411<\/h3>\n<p>\u968f\u7740\u751f\u6210\u5f0fAI\u7684\u7206\u53d1\uff0c\u96f6\u4fb5\u6270\u53ef\u89c2\u6d4b\u6027\u6b63\u8d70\u5411<strong>\u81ea\u4e3b\u8fd0\u7ef4\uff08Autonomous Operations\uff09<\/strong>\u7684\u65b0\u9636\u6bb5\uff1a<\/p>\n<ul>\n<li><strong>\u81ea\u7136\u8bed\u8a00\u4ea4\u4e92<\/strong>\uff1a\u8fd0\u7ef4\u4eba\u5458\u53ef\u76f4\u63a5\u63d0\u95ee&rdquo;\u4e3a\u4ec0\u4e48\u534e\u4e1c\u533a\u57df\u7684API\u5ef6\u8fdf\u5347\u9ad8\uff1f&rdquo;\uff0c\u7cfb\u7edf\u81ea\u52a8\u751f\u6210<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a>\u62a5\u544a\n<\/li>\n<li><strong>\u6570\u5b57\u5b6a\u751f\u4eff\u771f<\/strong>\uff1a\u5728\u865a\u62df\u73af\u5883\u4e2d\u91cd\u653e\u6545\u969c\u573a\u666f\uff0c\u9884\u6d4b\u4e0d\u540c\u5e94\u6025\u9884\u6848\u7684\u6548\u679c\n<\/li>\n<li><strong>\u56e0\u679c\u63a8\u7406\u5f15\u64ce<\/strong>\uff1a\u7a81\u7834\u4f20\u7edf\u5173\u8054\u5206\u6790\uff0c\u8bc6\u522b\u8bf8\u5982&rdquo;\u4fc3\u9500\u6d3b\u52a8\u2192\u8ba2\u5355\u6fc0\u589e\u2192\u6570\u636e\u5e93\u9501\u7ade\u4e89\u2192\u652f\u4ed8\u8d85\u65f6&rdquo;\u7684\u9690\u6027\u56e0\u679c\u94fe\n<\/li>\n<\/ul>\n<p>\u6280\u672f\u6f14\u8fdb\u59cb\u7ec8\u670d\u52a1\u4e8e\u6838\u5fc3\u76ee\u6807\uff1a<strong>\u8ba9\u7cfb\u7edf\u8fd0\u884c\u72b6\u6001\u50cf\u73bb\u7483\u4e00\u6837\u900f\u660e\uff0c\u8ba9\u6545\u969c\u5728\u5f71\u54cd\u7528\u6237\u524d\u88ab\u6d88\u706d\u5728\u840c\u82bd\u72b6\u6001<\/strong>\u3002\u8fd9\u4e0d\u4ec5\u662f\u8fd0\u7ef4\u4f53\u7cfb\u7684\u5347\u7ea7\uff0c\u66f4\u662f\u4f01\u4e1a\u6784\u5efa\u6570\u5b57\u97e7\u6027\u7684\u5fc5\u7531\u4e4b\u8def\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u6570\u5b57\u5316\u8f6c\u578b\u7684\u6d6a\u6f6e\u4e2d\uff0c\u4f01\u4e1a\u7cfb\u7edf\u7684\u590d\u6742\u6027\u5448\u6307\u6570\u7ea7\u589e\u957f\u3002\u4e00\u6b21\u77ed\u6682\u7684\u7f51\u7edc\u5ef6\u8fdf\u53ef\u80fd\u5bfc\u81f4\u7535\u5546\u5e73\u53f0\u635f\u5931\u6570\u767e\u4e07\u8ba2\u5355\uff0c\u4e00\u6b21\u672a\u88ab\u5bdf\u89c9\u7684\u6570\u636e\u5e93\u9501\u6b7b\u53ef\u80fd\u5f15\u53d1\u91d1\u878d\u4ea4\u6613\u7cfb\u7edf\u7684\u8fde\u9501\u6545\u969c\u3002\u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u5f80\u5f80\u9762\u4e34\u4e24\u96be\u9009\u62e9\uff1a\u8981\u4e48\u4e3a\u83b7\u53d6\u5b8c\u6574\u6570\u636e\u800c\u727a\u7272\u7cfb\u7edf\u6027\u80fd\uff0c\u8981\u4e48\u4e3a\u4fdd\u969c\u8fd0\u884c\u6548\u7387\u800c\u964d\u4f4e\u76d1\u63a7\u7c92\u5ea6\u3002\u96f6\u4fb5\u6270\u53ef\u89c2\u6d4b\u6027\uff08Zero-Instrumentation Observability\uff09\u7684\u51fa\u73b0\uff0c\u6b63\u5728\u6253\u7834\u8fd9\u79cd\u56f0\u5c40\u3002\u5b83\u4e0d\u4ec5\u5b9e\u73b0\u6beb\u79d2\u7ea7\u5b9e\u65f6\u544a\u8b66\uff0c\u66f4\u901a\u8fc7\u65e0\u4ee3\u7801\u63d2\u6869\u548c\u667a\u80fd\u6570\u636e\u91c7\u6837\u6280\u672f\uff0c\u8ba9\u7cfb\u7edf\u76d1\u63a7\u50cf\u547c\u5438\u4e00\u6837\u81ea\u7136\u5b58\u5728\u3002 \u4e00\u3001\u96f6\u4fb5\u6270\u53ef\u89c2\u6d4b\u6027\uff1a\u91cd\u65b0\u5b9a\u4e49\u7cfb\u7edf\u76d1\u63a7\u8303\u5f0f \u4f20\u7edf\u76d1\u63a7\u4f9d\u8d56\u4ee3\u7801\u63d2\u6869\uff08Instrumentation\uff09\uff0c\u5982\u540c\u5728\u9ad8\u901f\u516c\u8def\u4e0a\u8bbe\u7f6e\u6d4b\u901f\u6444\u50cf\u5934\uff1a\u9700\u8981\u9884\u5148\u57cb\u70b9\u3001\u6d88\u8017\u7cfb\u7edf\u8d44\u6e90\uff0c\u4e14\u96be\u4ee5\u8986\u76d6\u52a8\u6001\u53d8\u5316\u7684\u67b6\u6784\u3002\u800c\u96f6\u4fb5\u6270\u53ef\u89c2\u6d4b\u6027\u901a\u8fc7\u4e09\u5927\u6838\u5fc3\u9769\u65b0\u5f7b\u5e95\u6539\u53d8\u8fd9\u4e00\u6a21\u5f0f\uff1a 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