{"id":32471,"date":"2025-03-04T10:13:40","date_gmt":"2025-03-04T02:13:40","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=32471"},"modified":"2025-03-04T10:13:40","modified_gmt":"2025-03-04T02:13:40","slug":"%e5%85%a8%e6%a0%88%e9%93%be%e8%b7%af%e8%bf%bd%e8%b8%aa%e5%a6%82%e4%bd%95%e4%bc%98%e5%8c%96%e7%94%a8%e6%88%b7%e4%bd%93%e9%aa%8c%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/32471.html","title":{"rendered":"\u5168\u6808\u94fe\u8def\u8ffd\u8e2a\u5982\u4f55\u4f18\u5316\u7528\u6237\u4f53\u9a8c\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/pic.zadbj010.com\/2025\/1ef369678ee48ac.jpg\" alt=\"\u5168\u6808\u94fe\u8def\u8ffd\u8e2a\u5982\u4f55\u4f18\u5316\u7528\u6237\u4f53\u9a8c\uff1f\" ><\/p>\n<\/p>\n<p><strong>\u524d\u8a00<\/strong><br \/>\n\u5728\u6570\u5b57\u5316\u4f53\u9a8c\u4e3a\u738b\u7684\u65f6\u4ee3\uff0c\u7528\u6237\u70b9\u51fb\u6309\u94ae\u540e\u7684\u6bcf\u4e00\u6beb\u79d2\u5ef6\u8fdf\uff0c\u90fd\u53ef\u80fd\u6210\u4e3a\u5ba2\u6237\u6d41\u5931\u7684\u5bfc\u706b\u7d22\u3002\u67d0\u7535\u5546\u5e73\u53f0\u66fe\u53d1\u73b0\uff0c\u5176\u652f\u4ed8\u9875\u9762\u7684\u52a0\u8f7d\u65f6\u95f4\u6bcf\u589e\u52a00.1\u79d2\uff0c\u8f6c\u5316\u7387\u4fbf\u4e0b\u964d2%\u2014\u2014\u8fd9\u4e00\u6570\u636e\u80cc\u540e\uff0c\u9690\u85cf\u7740\u4ece\u4ee3\u7801\u5230\u670d\u52a1\u5668\u7684\u5168\u94fe\u8def\u6027\u80fd\u9ed1\u6d1e\u3002\u5982\u4f55\u7cbe\u51c6\u5b9a\u4f4d\u8fd9\u4e9b\u9690\u533f\u95ee\u9898\uff1f<strong>\u5168\u6808\u94fe\u8def\u8ffd\u8e2a\u6280\u672f<\/strong>\u6b63\u6210\u4e3a\u7834\u89e3\u7528\u6237\u4f53\u9a8c\u75db\u70b9\u7684\u5173\u952e\u5de5\u5177\u3002\u901a\u8fc7\u7a7f\u900f\u524d\u7aef\u4ea4\u4e92\u3001\u540e\u7aef\u670d\u52a1\u3001\u6570\u636e\u5e93\u751a\u81f3\u7b2c\u4e09\u65b9\u63a5\u53e3\u7684\u5b8c\u6574\u8ffd\u8e2a\uff0c\u4f01\u4e1a\u5f97\u4ee5\u5c06\u9ed1\u76d2\u7cfb\u7edf\u8f6c\u5316\u4e3a\u900f\u660e\u5730\u56fe\uff0c\u5728\u7528\u6237\u62b1\u6028\u4e4b\u524d\u9884\u5224\u95ee\u9898\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8\u5168\u6808\u94fe\u8def\u8ffd\u8e2a\u7684\u6838\u5fc3\u903b\u8f91\uff0c\u5e76\u63ed\u793a\u5176\u5982\u4f55\u4ece\u6280\u672f\u6307\u6807\u5347\u7ea7\u4e3a\u4f53\u9a8c\u4f18\u5316\u5f15\u64ce\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-\u5168\u6808\u94fe\u8def\u8ffd\u8e2a-\u900f\u89c6\u7528\u6237\u4f53\u9a8c\u7684-x\u5149\u673a\"><strong>\u4e00\u3001\u5168\u6808\u94fe\u8def\u8ffd\u8e2a\uff1a\u900f\u89c6\u7528\u6237\u4f53\u9a8c\u7684\u201cX\u5149\u673a\u201d<\/strong><\/h3>\n<p>\u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u5f80\u5f80\u53ea\u5173\u6ce8\u5355\u4e00\u73af\u8282\u2014\u2014\u6bd4\u5982\u670d\u52a1\u5668CPU\u4f7f\u7528\u7387\u6216API\u54cd\u5e94\u65f6\u957f\uff0c\u4f46<strong>\u73b0\u4ee3\u5206\u5e03\u5f0f\u7cfb\u7edf<\/strong>\u7684\u590d\u6742\u6027\u8fdc\u8d85\u60f3\u8c61\u3002\u4e00\u6b21\u7528\u6237\u8bf7\u6c42\u53ef\u80fd\u8de8\u8d8a\u591a\u4e2a\u5fae\u670d\u52a1\u3001\u4e91\u51fd\u6570\u3001CDN\u8282\u70b9\u751a\u81f3\u7b2c\u4e09\u65b9\u5e73\u53f0\uff0c\u4efb\u4f55\u4e00\u4e2a\u73af\u8282\u7684\u5f02\u5e38\u90fd\u4f1a\u5bfc\u81f4\u201c\u8774\u8776\u6548\u5e94\u201d\u3002<\/p>\n<p><strong>\u5168\u6808\u94fe\u8def\u8ffd\u8e2a\uff08End-to-End Tracing\uff09<\/strong>\u901a\u8fc7\u4e3a\u6bcf\u4e2a\u8bf7\u6c42\u751f\u6210\u552f\u4e00ID\uff0c\u8bb0\u5f55\u5176\u5728\u5404\u8282\u70b9\u7684\u5904\u7406\u8def\u5f84\u3001\u8017\u65f6\u53ca\u72b6\u6001\u3002\u4f8b\u5982\uff0c\u67d0\u89c6\u9891\u5e73\u53f0\u7684\u5361\u987f\u6295\u8bc9\uff0c\u901a\u8fc7\u8ffd\u8e2aID\u53ef\u5feb\u901f\u5b9a\u4f4d\u5230\u662f\u5185\u5bb9\u63a8\u8350\u7b97\u6cd5\u8017\u65f6\u6fc0\u589e\uff0c\u8fd8\u662fCDN\u8282\u70b9\u5e26\u5bbd\u4e0d\u8db3\u3002\u8fd9\u79cd<strong>\u7aef\u5230\u7aef\u7684\u53ef\u89c6\u6027<\/strong>\uff0c\u8ba9\u6280\u672f\u56e2\u961f\u4e0d\u518d\u50cf\u201c\u76f2\u4eba\u6478\u8c61\u201d\uff0c\u800c\u662f\u80fd\u7cbe\u51c6\u627e\u5230\u75c7\u7ed3\u6240\u5728\u3002<\/p>\n<blockquote>\n<p><em>\u201c\u5f53\u6211\u4eec\u5f15\u5165\u5168\u94fe\u8def\u8ffd\u8e2a\u540e\uff0c\u7cfb\u7edf\u6545\u969c\u7684\u5e73\u5747\u5b9a\u4f4d\u65f6\u95f4\u4ece4\u5c0f\u65f6\u7f29\u77ed\u81f315\u5206\u949f\u3002\u201d\u2014\u2014\u67d0\u91d1\u878d\u79d1\u6280\u516c\u53f8\u8fd0\u7ef4\u8d1f\u8d23\u4eba<\/em><\/p>\n<\/blockquote>\n<hr>\n<h3 id=\"\u4e8c-\u4ece\u6570\u636e\u91c7\u96c6\u5230\u4f53\u9a8c\u4f18\u5316-\u6784\u5efa\u95ed\u73af\u94fe\u8def\"><strong>\u4e8c\u3001\u4ece\u6570\u636e\u91c7\u96c6\u5230\u4f53\u9a8c\u4f18\u5316\uff1a\u6784\u5efa\u95ed\u73af\u94fe\u8def<\/strong><\/h3>\n<p>\u8981\u5b9e\u73b0\u7528\u6237\u4f53\u9a8c\u7684\u5b9e\u8d28\u6027\u63d0\u5347\uff0c\u5168\u6808\u94fe\u8def\u8ffd\u8e2a\u9700\u4e0e\u4e1a\u52a1\u6307\u6807\u6df1\u5ea6\u7ed3\u5408\u3002\u8fd9\u9700\u8981\u4e09\u4e2a\u6838\u5fc3\u6b65\u9aa4\uff1a<\/p>\n<ol>\n<li>\n<p><strong>\u591a\u7ef4\u5ea6\u57cb\u70b9\u4e0e\u667a\u80fd\u91c7\u6837<\/strong><br \/>\n\u5728\u7528\u6237\u7aef\uff08Web\/App\uff09\u3001\u7f51\u5173\u3001\u5fae\u670d\u52a1\u3001\u6570\u636e\u5e93\u7b49\u5173\u952e\u8282\u70b9\u690d\u5165\u8f7b\u91cf\u7ea7\u63a2\u9488\uff0c\u91c7\u96c6\u5305\u62ec<strong>\u54cd\u5e94\u65f6\u95f4\u3001\u9519\u8bef\u7801\u3001\u8d44\u6e90\u6d88\u8017<\/strong>\u7b49\u6570\u636e\u3002\u4e3a\u907f\u514d\u6d77\u91cf\u6570\u636e\u5e26\u6765\u7684\u5b58\u50a8\u538b\u529b\uff0c\u53ef\u91c7\u7528\u52a8\u6001\u91c7\u6837\u7b56\u7565\u2014\u2014\u4f8b\u5982\u5bf9\u9ad8\u5ef6\u8fdf\u8bf7\u6c42100%\u91c7\u96c6\uff0c\u6b63\u5e38\u8bf7\u6c42\u63091%\u6bd4\u4f8b\u62bd\u6837\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u62d3\u6251\u6620\u5c04\u4e0e<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a><\/strong><br \/>\n\u901a\u8fc7\u53ef\u89c6\u5316\u62d3\u6251\u56fe\u5c55\u793a\u670d\u52a1\u4f9d\u8d56\u5173\u7cfb\uff0c\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u8bc6\u522b\u5f02\u5e38\u6a21\u5f0f\u3002\u4f8b\u5982\uff0c\u5f53\u8ba2\u5355\u670d\u52a1\u7684\u6570\u636e\u5e93\u67e5\u8be2\u8017\u65f6\u7a81\u589e\u65f6\uff0c\u7cfb\u7edf\u53ef\u81ea\u52a8\u5173\u8054\u540c\u671f\u53d1\u751f\u7684\u7f13\u5b58\u5931\u6548\u4e8b\u4ef6\uff0c\u800c\u975e\u5b64\u7acb\u5730\u62a5\u8b66\u201c\u6570\u636e\u5e93\u6027\u80fd\u4e0b\u964d\u201d\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u4f53\u9a8c\u91cf\u5316\u4e0e\u4f18\u5148\u7ea7\u6392\u5e8f<\/strong><br \/>\n\u5c06\u6280\u672f\u6307\u6807\u8f6c\u5316\u4e3a\u4e1a\u52a1\u5f71\u54cd\u503c\u3002\u5047\u8bbe\u767b\u5f55\u63a5\u53e3\u7684P99\u5ef6\u8fdf\u4ece200ms\u5347\u81f3800ms\uff0c\u9700\u7ed3\u5408\u8be5\u63a5\u53e3\u7684\u8c03\u7528\u91cf\uff08\u5982\u65e5\u5747500\u4e07\u6b21\uff09\u8ba1\u7b97\u53ef\u80fd\u5f71\u54cd\u7684\u7528\u6237\u6570\u53ca\u8f6c\u5316\u635f\u5931\uff0c\u4ece\u800c\u786e\u5b9a\u4fee\u590d\u4f18\u5148\u7ea7\u3002<\/p>\n<\/li>\n<\/ol>\n<hr>\n<h3 id=\"\u4e09-\u5b9e\u6218\u573a\u666f-\u7528\u94fe\u8def\u8ffd\u8e2a\u7834\u89e3\u56db\u5927\u4f53\u9a8c\u987d\u75be\"><strong>\u4e09\u3001\u5b9e\u6218\u573a\u666f\uff1a\u7528\u94fe\u8def\u8ffd\u8e2a\u7834\u89e3\u56db\u5927\u4f53\u9a8c\u987d\u75be<\/strong><\/h3>\n<h4 id=\"\u573a\u666f1-\u9996\u5c4f\u52a0\u8f7d\u5361\u987f-\u63ea\u51fa\u9690\u85cf\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\"><strong>\u573a\u666f1\uff1a\u9996\u5c4f\u52a0\u8f7d\u5361\u987f\u2014\u2014\u63ea\u51fa\u9690\u85cf\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56<\/strong><\/h4>\n<p>\u67d0\u793e\u4ea4App\u53d1\u73b0\u5176\u542f\u52a8\u65f6\u95f4\u5728\u7279\u5b9a\u533a\u57df\u6ce2\u52a8\u4e25\u91cd\uff0c\u94fe\u8def\u8ffd\u8e2a\u663e\u793a\u95ee\u9898\u6e90\u81ea\u4e00\u4e2a\u5730\u7406\u4f4d\u7f6e\u67e5\u8be2\u7684\u7b2c\u4e09\u65b9API\u3002\u8be5\u63a5\u53e3\u5728\u665a\u9ad8\u5cf0\u65f6\u6bb5\u54cd\u5e94\u65f6\u95f4\u4ece\u5e73\u574750ms\u98d9\u5347\u81f31.2\u79d2\uff0c\u76f4\u63a5\u5bfc\u81f430%\u7684\u7528\u6237\u5728\u542f\u52a8\u9636\u6bb5\u6d41\u5931\u3002<strong>\u4f18\u5316\u65b9\u6848<\/strong>\uff1a\u589e\u52a0\u672c\u5730\u7f13\u5b58\u5c42\uff0c\u5bf9\u9891\u7e41\u67e5\u8be2\u7684IP\u6bb5\u9884\u5b58\u5730\u7406\u4f4d\u7f6e\u6570\u636e\u3002<\/p>\n<h4 id=\"\u573a\u666f2-\u652f\u4ed8\u5931\u8d25\u7387\u9661\u5347-\u8bc6\u522b\u8de8\u670d\u52a1\u4e8b\u52a1\u74f6\u9888\"><strong>\u573a\u666f2\uff1a\u652f\u4ed8\u5931\u8d25\u7387\u9661\u5347\u2014\u2014\u8bc6\u522b\u8de8\u670d\u52a1\u4e8b\u52a1\u74f6\u9888<\/strong><\/h4>\n<p>\u7535\u5546\u5e73\u53f0\u5927\u4fc3\u671f\u95f4\uff0c\u652f\u4ed8\u6210\u529f\u7387\u7a81\u7136\u4e0b\u964d5%\u3002\u8ffd\u8e2a\u6570\u636e\u8868\u660e\uff0c\u5e93\u5b58\u670d\u52a1\u7684\u5206\u5e03\u5f0f\u9501\u7ade\u4e89\u5bfc\u81f4\u6263\u51cf\u64cd\u4f5c\u8d85\u65f6\uff0c\u8fdb\u800c\u89e6\u53d1\u652f\u4ed8\u56de\u6eda\u3002<strong>\u4f18\u5316\u65b9\u6848<\/strong>\uff1a\u5f15\u5165\u5f02\u6b65\u5e93\u5b58\u9884\u6263\u673a\u5236\uff0c\u5c06\u540c\u6b65\u9501\u6539\u4e3a\u961f\u5217\u5904\u7406\uff0c\u652f\u4ed8\u54cd\u5e94\u65f6\u95f4\u964d\u4f4e40%\u3002<\/p>\n<h4 id=\"\u573a\u666f3-\u9875\u9762\u6e32\u67d3\u767d\u5c4f-\u524d\u7aef\u8d44\u6e90\u52a0\u8f7d\u4f18\u5316\"><strong>\u573a\u666f3\uff1a\u9875\u9762\u6e32\u67d3\u767d\u5c4f\u2014\u2014\u524d\u7aef\u8d44\u6e90\u52a0\u8f7d\u4f18\u5316<\/strong><\/h4>\n<p>\u901a\u8fc7\u6d4f\u89c8\u5668\u7aef\u7684\u94fe\u8def\u8ffd\u8e2a\uff0c\u67d0\u65b0\u95fb\u7f51\u7ad9\u53d1\u73b0\u5176\u9996\u5c4f\u767d\u5c4f\u7387\u8fbe12%\uff0c\u4e3b\u8981\u539f\u56e0\u662f\u67d0\u4e2a\u672a\u88ab\u7f13\u5b58\u7684JavaScript\u6587\u4ef6\u52a0\u8f7d\u963b\u585e\u3002<strong>\u4f18\u5316\u65b9\u6848<\/strong>\uff1a\u5b9e\u65bd\u8d44\u6e90\u5206\u5757\u52a0\u8f7d+\u9884\u52a0\u8f7d\u7b56\u7565\uff0c\u9996\u5c4f\u65f6\u95f4\u4ece3.4\u79d2\u538b\u7f29\u81f31.1\u79d2\u3002<\/p>\n<h4 id=\"\u573a\u666f4-api\u8d85\u65f6\u96ea\u5d29-\u670d\u52a1\u7194\u65ad\u4e0e\u964d\u7ea7\u7b56\u7565\"><strong>\u573a\u666f4\uff1aAPI\u8d85\u65f6\u96ea\u5d29\u2014\u2014\u670d\u52a1\u7194\u65ad\u4e0e\u964d\u7ea7\u7b56\u7565<\/strong><\/h4>\n<p>\u5f53\u63a8\u8350\u7cfb\u7edf\u56e0\u6a21\u578b\u8ba1\u7b97\u8d85\u8d1f\u8377\u5bfc\u81f4API\u8d85\u65f6\u7387\u4e0a\u5347\u65f6\uff0c\u94fe\u8def\u8ffd\u8e2a\u89e6\u53d1\u81ea\u52a8\u7194\u65ad\u673a\u5236\uff0c\u5c06\u6d41\u91cf\u5207\u6362\u81f3\u5907\u7528\u7b97\u6cd5\u6a21\u578b\uff0c\u907f\u514d\u6574\u4e2a\u4fe1\u606f\u6d41\u9875\u9762\u5d29\u6e83\u3002<\/p>\n<hr>\n<h3 id=\"\u56db-\u8fdb\u9636\u7b56\u7565-\u8ba9\u94fe\u8def\u6570\u636e\u9a71\u52a8\u4f53\u9a8c\u521b\u65b0\"><strong>\u56db\u3001\u8fdb\u9636\u7b56\u7565\uff1a\u8ba9\u94fe\u8def\u6570\u636e\u9a71\u52a8\u4f53\u9a8c\u521b\u65b0<\/strong><\/h3>\n<p>\u6210\u719f\u7684\u56e2\u961f\u6b63\u5c06\u5168\u6808\u94fe\u8def\u8ffd\u8e2a\u4ece\u201c\u6551\u706b\u5de5\u5177\u201d\u5347\u7ea7\u4e3a\u201c\u4f53\u9a8c\u6307\u5357\u9488\u201d\uff1a<\/p>\n<ul>\n<li><strong>\u9884\u5224\u5f0f\u4f18\u5316<\/strong>\uff1a\u901a\u8fc7\u5386\u53f2\u94fe\u8def\u6570\u636e\u5206\u6790\uff0c\u9884\u6d4b\u4e1a\u52a1\u589e\u957f\u5e26\u6765\u7684\u538b\u529b\u70b9\u3002\u4f8b\u5982\uff0c\u6839\u636e\u7528\u6237\u589e\u957f\u66f2\u7ebf\u63d0\u524d\u6269\u5bb9\u8ba4\u8bc1\u670d\u52a1\u96c6\u7fa4\u3002\n<\/li>\n<li><strong>\u4e2a\u6027\u5316\u4f53\u9a8c\u8c03\u4f18<\/strong>\uff1a\u9488\u5bf9\u4e0d\u540c\u7528\u6237\u7fa4\u4f53\uff08\u5982\u65b0\u7528\u6237\u3001\u9ad8\u51c0\u503c\u5ba2\u6237\uff09\u7684\u94fe\u8def\u7279\u5f81\u5b9a\u5236\u7b56\u7565\u3002\u67d0\u89c6\u9891\u5e73\u53f0\u53d1\u73b0iOS\u7528\u6237\u7684\u89c6\u9891\u7f13\u51b2\u8017\u65f6\u663e\u8457\u9ad8\u4e8eAndroid\u7528\u6237\uff0c\u4f18\u5316CDN\u8c03\u5ea6\u7b56\u7565\u540e\uff0ciOS\u7528\u6237\u7559\u5b58\u63d0\u534718%\u3002\n<\/li>\n<li><strong>\u6210\u672c-\u4f53\u9a8c\u5e73\u8861<\/strong>\uff1a\u8bc6\u522b\u4f4e\u4ef7\u503c\u9ad8\u8017\u80fd\u63a5\u53e3\u3002\u67d0OTA\u5e73\u53f0\u901a\u8fc7\u94fe\u8def\u5206\u6790\u53d1\u73b0\uff0c\u67d0\u4e2a\u65e5\u5747\u8c03\u7528\u91cf\u4ec5200\u6b21\u7684\u62a5\u8868\u63a5\u53e3\u6d88\u8017\u4e8612%\u7684\u6570\u636e\u5e93\u8d44\u6e90\uff0c\u679c\u65ad\u5c06\u5176\u8fc1\u79fb\u81f3OLAP\u5f15\u64ce\u540e\uff0c\u6838\u5fc3\u9884\u8ba2\u63a5\u53e3\u7684\u541e\u5410\u91cf\u63d0\u534725%\u3002\n<\/li>\n<\/ul>\n<blockquote>\n<p><em>\u6ce8\uff1a\u6839\u636eGartner\u62a5\u544a\uff0c\u6574\u5408\u5168\u94fe\u8def\u8ffd\u8e2a\u4e0eAIOps\u7684\u4f01\u4e1a\uff0c\u5176\u7cfb\u7edf\u53ef\u7528\u6027\u5e73\u5747\u63d0\u534734%\uff0c\u7528\u6237\u4f53\u9a8c\u76f8\u5173\u6295\u8bc9\u51cf\u5c1161%\u3002<\/em><\/p>\n<\/blockquote>\n<hr>\n<h3 id=\"\u4e94-\u5de5\u5177\u9009\u578b\u4e0e\u843d\u5730\u9677\u9631\"><strong>\u4e94\u3001\u5de5\u5177\u9009\u578b\u4e0e\u843d\u5730\u9677\u9631<\/strong><\/h3>\n<p>\u5e02\u9762\u4e0a\u4e3b\u6d41\u7684<strong>APM\uff08<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5e94\u7528\u6027\u80fd\u7ba1\u7406<\/a>\uff09\u5de5\u5177<\/strong>\u5982Datadog\u3001<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">SkyWalking<\/a>\u3001Pinpoint\u7b49\uff0c\u5747\u63d0\u4f9b\u94fe\u8def\u8ffd\u8e2a\u529f\u80fd\u3002\u9009\u578b\u65f6\u9700\u5173\u6ce8\uff1a<\/p>\n<ul>\n<li><strong>\u6570\u636e\u7c92\u5ea6<\/strong>\uff1a\u662f\u5426\u652f\u6301\u4ee3\u7801\u7ea7\u65b9\u6cd5\u8ffd\u8e2a\uff08\u5982Java\u7684Arthas\u63d2\u4ef6\uff09\n<\/li>\n<li><strong>\u534f\u8bae\u517c\u5bb9\u6027<\/strong>\uff1a\u5bf9OpenTelemetry\u7b49\u5f00\u6e90\u6807\u51c6\u7684\u652f\u6301\u7a0b\u5ea6\n<\/li>\n<li><strong>\u4e0a\u4e0b\u6587\u4f20\u9012<\/strong>\uff1a\u80fd\u5426\u8de8\u5f02\u6784\u7cfb\u7edf\uff08\u5982Kafka\u6d88\u606f\u961f\u5217\u4e0egRPC\u670d\u52a1\uff09\u4fdd\u6301TraceID\u8fde\u8d2f\n<\/li>\n<\/ul>\n<p><strong>\u5e38\u89c1\u5b9e\u65bd\u8bef\u533a\u5305\u62ec<\/strong>\uff1a<\/p>\n<ul>\n<li>\u8fc7\u5ea6\u8ffd\u8e2a\u5bfc\u81f4\u6027\u80fd\u635f\u8017\uff08\u5efa\u8bae\u91c7\u6837\u7387\u4e0d\u8d85\u8fc75%\uff09\n<\/li>\n<li>\u4ec5\u5173\u6ce8\u6280\u672f\u6307\u6807\uff0c\u5ffd\u89c6\u4e0e\u4e1a\u52a1\u6f0f\u6597\u7684\u7ed3\u5408\n<\/li>\n<li>\u672a\u5efa\u7acb\u7edf\u4e00\u7684TraceID\u89c4\u8303\uff0c\u9020\u6210\u8de8\u56e2\u961f\u534f\u4f5c\u56f0\u96be<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u524d\u8a00 \u5728\u6570\u5b57\u5316\u4f53\u9a8c\u4e3a\u738b\u7684\u65f6\u4ee3\uff0c\u7528\u6237\u70b9\u51fb\u6309\u94ae\u540e\u7684\u6bcf\u4e00\u6beb\u79d2\u5ef6\u8fdf\uff0c\u90fd\u53ef\u80fd\u6210\u4e3a\u5ba2\u6237\u6d41\u5931\u7684\u5bfc\u706b\u7d22\u3002\u67d0\u7535\u5546\u5e73\u53f0\u66fe\u53d1\u73b0\uff0c\u5176\u652f\u4ed8\u9875\u9762\u7684\u52a0\u8f7d\u65f6\u95f4\u6bcf\u589e\u52a00.1\u79d2\uff0c\u8f6c\u5316\u7387\u4fbf\u4e0b\u964d2%\u2014\u2014\u8fd9\u4e00\u6570\u636e\u80cc\u540e\uff0c\u9690\u85cf\u7740\u4ece\u4ee3\u7801\u5230\u670d\u52a1\u5668\u7684\u5168\u94fe\u8def\u6027\u80fd\u9ed1\u6d1e\u3002\u5982\u4f55\u7cbe\u51c6\u5b9a\u4f4d\u8fd9\u4e9b\u9690\u533f\u95ee\u9898\uff1f\u5168\u6808\u94fe\u8def\u8ffd\u8e2a\u6280\u672f\u6b63\u6210\u4e3a\u7834\u89e3\u7528\u6237\u4f53\u9a8c\u75db\u70b9\u7684\u5173\u952e\u5de5\u5177\u3002\u901a\u8fc7\u7a7f\u900f\u524d\u7aef\u4ea4\u4e92\u3001\u540e\u7aef\u670d\u52a1\u3001\u6570\u636e\u5e93\u751a\u81f3\u7b2c\u4e09\u65b9\u63a5\u53e3\u7684\u5b8c\u6574\u8ffd\u8e2a\uff0c\u4f01\u4e1a\u5f97\u4ee5\u5c06\u9ed1\u76d2\u7cfb\u7edf\u8f6c\u5316\u4e3a\u900f\u660e\u5730\u56fe\uff0c\u5728\u7528\u6237\u62b1\u6028\u4e4b\u524d\u9884\u5224\u95ee\u9898\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8\u5168\u6808\u94fe\u8def\u8ffd\u8e2a\u7684\u6838\u5fc3\u903b\u8f91\uff0c\u5e76\u63ed\u793a\u5176\u5982\u4f55\u4ece\u6280\u672f\u6307\u6807\u5347\u7ea7\u4e3a\u4f53\u9a8c\u4f18\u5316\u5f15\u64ce\u3002 \u4e00\u3001\u5168\u6808\u94fe\u8def\u8ffd\u8e2a\uff1a\u900f\u89c6\u7528\u6237\u4f53\u9a8c\u7684\u201cX\u5149\u673a\u201d \u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u5f80\u5f80\u53ea\u5173\u6ce8\u5355\u4e00\u73af\u8282\u2014\u2014\u6bd4\u5982\u670d\u52a1\u5668CPU\u4f7f\u7528\u7387\u6216API\u54cd\u5e94\u65f6\u957f\uff0c\u4f46\u73b0\u4ee3\u5206\u5e03\u5f0f\u7cfb\u7edf\u7684\u590d\u6742\u6027\u8fdc\u8d85\u60f3\u8c61\u3002\u4e00\u6b21\u7528\u6237\u8bf7\u6c42\u53ef\u80fd\u8de8\u8d8a\u591a\u4e2a\u5fae\u670d\u52a1\u3001\u4e91\u51fd\u6570\u3001CDN\u8282\u70b9\u751a\u81f3\u7b2c\u4e09\u65b9\u5e73\u53f0\uff0c\u4efb\u4f55\u4e00\u4e2a\u73af\u8282\u7684\u5f02\u5e38\u90fd\u4f1a\u5bfc\u81f4\u201c\u8774\u8776\u6548\u5e94\u201d\u3002 \u5168\u6808\u94fe\u8def\u8ffd\u8e2a\uff08End-to-End Tracing\uff09\u901a\u8fc7\u4e3a\u6bcf\u4e2a\u8bf7\u6c42\u751f\u6210\u552f\u4e00ID\uff0c\u8bb0\u5f55\u5176\u5728\u5404\u8282\u70b9\u7684\u5904\u7406\u8def\u5f84\u3001\u8017\u65f6\u53ca\u72b6\u6001\u3002\u4f8b\u5982\uff0c\u67d0\u89c6\u9891\u5e73\u53f0\u7684\u5361\u987f\u6295\u8bc9\uff0c\u901a\u8fc7\u8ffd\u8e2aID\u53ef\u5feb\u901f\u5b9a\u4f4d\u5230\u662f\u5185\u5bb9\u63a8\u8350\u7b97\u6cd5\u8017\u65f6\u6fc0\u589e\uff0c\u8fd8\u662fCDN\u8282\u70b9\u5e26\u5bbd\u4e0d\u8db3\u3002\u8fd9\u79cd\u7aef\u5230\u7aef\u7684\u53ef\u89c6\u6027\uff0c\u8ba9\u6280\u672f\u56e2\u961f\u4e0d\u518d\u50cf\u201c\u76f2\u4eba\u6478\u8c61\u201d\uff0c\u800c\u662f\u80fd\u7cbe\u51c6\u627e\u5230\u75c7\u7ed3\u6240\u5728\u3002 \u201c\u5f53\u6211\u4eec\u5f15\u5165\u5168\u94fe\u8def\u8ffd\u8e2a\u540e\uff0c\u7cfb\u7edf\u6545\u969c\u7684\u5e73\u5747\u5b9a\u4f4d\u65f6\u95f4\u4ece4\u5c0f\u65f6\u7f29\u77ed\u81f315\u5206\u949f\u3002\u201d\u2014\u2014\u67d0\u91d1\u878d\u79d1\u6280\u516c\u53f8\u8fd0\u7ef4\u8d1f\u8d23\u4eba \u4e8c\u3001\u4ece\u6570\u636e\u91c7\u96c6\u5230\u4f53\u9a8c\u4f18\u5316\uff1a\u6784\u5efa\u95ed\u73af\u94fe\u8def \u8981\u5b9e\u73b0\u7528\u6237\u4f53\u9a8c\u7684\u5b9e\u8d28\u6027\u63d0\u5347\uff0c\u5168\u6808\u94fe\u8def\u8ffd\u8e2a\u9700\u4e0e\u4e1a\u52a1\u6307\u6807\u6df1\u5ea6\u7ed3\u5408\u3002\u8fd9\u9700\u8981\u4e09\u4e2a\u6838\u5fc3\u6b65\u9aa4\uff1a \u591a\u7ef4\u5ea6\u57cb\u70b9\u4e0e\u667a\u80fd\u91c7\u6837 \u5728\u7528\u6237\u7aef\uff08Web\/App\uff09\u3001\u7f51\u5173\u3001\u5fae\u670d\u52a1\u3001\u6570\u636e\u5e93\u7b49\u5173\u952e\u8282\u70b9\u690d\u5165\u8f7b\u91cf\u7ea7\u63a2\u9488\uff0c\u91c7\u96c6\u5305\u62ec\u54cd\u5e94\u65f6\u95f4\u3001\u9519\u8bef\u7801\u3001\u8d44\u6e90\u6d88\u8017\u7b49\u6570\u636e\u3002\u4e3a\u907f\u514d\u6d77\u91cf\u6570\u636e\u5e26\u6765\u7684\u5b58\u50a8\u538b\u529b\uff0c\u53ef\u91c7\u7528\u52a8\u6001\u91c7\u6837\u7b56\u7565\u2014\u2014\u4f8b\u5982\u5bf9\u9ad8\u5ef6\u8fdf\u8bf7\u6c42100%\u91c7\u96c6\uff0c\u6b63\u5e38\u8bf7\u6c42\u63091%\u6bd4\u4f8b\u62bd\u6837\u3002 \u62d3\u6251\u6620\u5c04\u4e0e\u6839\u56e0\u5206\u6790 \u901a\u8fc7\u53ef\u89c6\u5316\u62d3\u6251\u56fe\u5c55\u793a\u670d\u52a1\u4f9d\u8d56\u5173\u7cfb\uff0c\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u8bc6\u522b\u5f02\u5e38\u6a21\u5f0f\u3002\u4f8b\u5982\uff0c\u5f53\u8ba2\u5355\u670d\u52a1\u7684\u6570\u636e\u5e93\u67e5\u8be2\u8017\u65f6\u7a81\u589e\u65f6\uff0c\u7cfb\u7edf\u53ef\u81ea\u52a8\u5173\u8054\u540c\u671f\u53d1\u751f\u7684\u7f13\u5b58\u5931\u6548\u4e8b\u4ef6\uff0c\u800c\u975e\u5b64\u7acb\u5730\u62a5\u8b66\u201c\u6570\u636e\u5e93\u6027\u80fd\u4e0b\u964d\u201d\u3002 \u4f53\u9a8c\u91cf\u5316\u4e0e\u4f18\u5148\u7ea7\u6392\u5e8f \u5c06\u6280\u672f\u6307\u6807\u8f6c\u5316\u4e3a\u4e1a\u52a1\u5f71\u54cd\u503c\u3002\u5047\u8bbe\u767b\u5f55\u63a5\u53e3\u7684P99\u5ef6\u8fdf\u4ece200ms\u5347\u81f3800ms\uff0c\u9700\u7ed3\u5408\u8be5\u63a5\u53e3\u7684\u8c03\u7528\u91cf\uff08\u5982\u65e5\u5747500\u4e07\u6b21\uff09\u8ba1\u7b97\u53ef\u80fd\u5f71\u54cd\u7684\u7528\u6237\u6570\u53ca\u8f6c\u5316\u635f\u5931\uff0c\u4ece\u800c\u786e\u5b9a\u4fee\u590d\u4f18\u5148\u7ea7\u3002 \u4e09\u3001\u5b9e\u6218\u573a\u666f\uff1a\u7528\u94fe\u8def\u8ffd\u8e2a\u7834\u89e3\u56db\u5927\u4f53\u9a8c\u987d\u75be \u573a\u666f1\uff1a\u9996\u5c4f\u52a0\u8f7d\u5361\u987f\u2014\u2014\u63ea\u51fa\u9690\u85cf\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56 \u67d0\u793e\u4ea4App\u53d1\u73b0\u5176\u542f\u52a8\u65f6\u95f4\u5728\u7279\u5b9a\u533a\u57df\u6ce2\u52a8\u4e25\u91cd\uff0c\u94fe\u8def\u8ffd\u8e2a\u663e\u793a\u95ee\u9898\u6e90\u81ea\u4e00\u4e2a\u5730\u7406\u4f4d\u7f6e\u67e5\u8be2\u7684\u7b2c\u4e09\u65b9API\u3002\u8be5\u63a5\u53e3\u5728\u665a\u9ad8\u5cf0\u65f6\u6bb5\u54cd\u5e94\u65f6\u95f4\u4ece\u5e73\u574750ms\u98d9\u5347\u81f31.2\u79d2\uff0c\u76f4\u63a5\u5bfc\u81f430%\u7684\u7528\u6237\u5728\u542f\u52a8\u9636\u6bb5\u6d41\u5931\u3002\u4f18\u5316\u65b9\u6848\uff1a\u589e\u52a0\u672c\u5730\u7f13\u5b58\u5c42\uff0c\u5bf9\u9891\u7e41\u67e5\u8be2\u7684IP\u6bb5\u9884\u5b58\u5730\u7406\u4f4d\u7f6e\u6570\u636e\u3002 \u573a\u666f2\uff1a\u652f\u4ed8\u5931\u8d25\u7387\u9661\u5347\u2014\u2014\u8bc6\u522b\u8de8\u670d\u52a1\u4e8b\u52a1\u74f6\u9888 \u7535\u5546\u5e73\u53f0\u5927\u4fc3\u671f\u95f4\uff0c\u652f\u4ed8\u6210\u529f\u7387\u7a81\u7136\u4e0b\u964d5%\u3002\u8ffd\u8e2a\u6570\u636e\u8868\u660e\uff0c\u5e93\u5b58\u670d\u52a1\u7684\u5206\u5e03\u5f0f\u9501\u7ade\u4e89\u5bfc\u81f4\u6263\u51cf\u64cd\u4f5c\u8d85\u65f6\uff0c\u8fdb\u800c\u89e6\u53d1\u652f\u4ed8\u56de\u6eda\u3002\u4f18\u5316\u65b9\u6848\uff1a\u5f15\u5165\u5f02\u6b65\u5e93\u5b58\u9884\u6263\u673a\u5236\uff0c\u5c06\u540c\u6b65\u9501\u6539\u4e3a\u961f\u5217\u5904\u7406\uff0c\u652f\u4ed8\u54cd\u5e94\u65f6\u95f4\u964d\u4f4e40%\u3002 \u573a\u666f3\uff1a\u9875\u9762\u6e32\u67d3\u767d\u5c4f\u2014\u2014\u524d\u7aef\u8d44\u6e90\u52a0\u8f7d\u4f18\u5316 \u901a\u8fc7\u6d4f\u89c8\u5668\u7aef\u7684\u94fe\u8def\u8ffd\u8e2a\uff0c\u67d0\u65b0\u95fb\u7f51\u7ad9\u53d1\u73b0\u5176\u9996\u5c4f\u767d\u5c4f\u7387\u8fbe12%\uff0c\u4e3b\u8981\u539f\u56e0\u662f\u67d0\u4e2a\u672a\u88ab\u7f13\u5b58\u7684JavaScript\u6587\u4ef6\u52a0\u8f7d\u963b\u585e\u3002\u4f18\u5316\u65b9\u6848\uff1a\u5b9e\u65bd\u8d44\u6e90\u5206\u5757\u52a0\u8f7d+\u9884\u52a0\u8f7d\u7b56\u7565\uff0c\u9996\u5c4f\u65f6\u95f4\u4ece3.4\u79d2\u538b\u7f29\u81f31.1\u79d2\u3002 \u573a\u666f4\uff1aAPI\u8d85\u65f6\u96ea\u5d29\u2014\u2014\u670d\u52a1\u7194\u65ad\u4e0e\u964d\u7ea7\u7b56\u7565 \u5f53\u63a8\u8350\u7cfb\u7edf\u56e0\u6a21\u578b\u8ba1\u7b97\u8d85\u8d1f\u8377\u5bfc\u81f4API\u8d85\u65f6\u7387\u4e0a\u5347\u65f6\uff0c\u94fe\u8def\u8ffd\u8e2a\u89e6\u53d1\u81ea\u52a8\u7194\u65ad\u673a\u5236\uff0c\u5c06\u6d41\u91cf\u5207\u6362\u81f3\u5907\u7528\u7b97\u6cd5\u6a21\u578b\uff0c\u907f\u514d\u6574\u4e2a\u4fe1\u606f\u6d41\u9875\u9762\u5d29\u6e83\u3002 \u56db\u3001\u8fdb\u9636\u7b56\u7565\uff1a\u8ba9\u94fe\u8def\u6570\u636e\u9a71\u52a8\u4f53\u9a8c\u521b\u65b0 \u6210\u719f\u7684\u56e2\u961f\u6b63\u5c06\u5168\u6808\u94fe\u8def\u8ffd\u8e2a\u4ece\u201c\u6551\u706b\u5de5\u5177\u201d\u5347\u7ea7\u4e3a\u201c\u4f53\u9a8c\u6307\u5357\u9488\u201d\uff1a \u9884\u5224\u5f0f\u4f18\u5316\uff1a\u901a\u8fc7\u5386\u53f2\u94fe\u8def\u6570\u636e\u5206\u6790\uff0c\u9884\u6d4b\u4e1a\u52a1\u589e\u957f\u5e26\u6765\u7684\u538b\u529b\u70b9\u3002\u4f8b\u5982\uff0c\u6839\u636e\u7528\u6237\u589e\u957f\u66f2\u7ebf\u63d0\u524d\u6269\u5bb9\u8ba4\u8bc1\u670d\u52a1\u96c6\u7fa4\u3002 \u4e2a\u6027\u5316\u4f53\u9a8c\u8c03\u4f18\uff1a\u9488\u5bf9\u4e0d\u540c\u7528\u6237\u7fa4\u4f53\uff08\u5982\u65b0\u7528\u6237\u3001\u9ad8\u51c0\u503c\u5ba2\u6237\uff09\u7684\u94fe\u8def\u7279\u5f81\u5b9a\u5236\u7b56\u7565\u3002\u67d0\u89c6\u9891\u5e73\u53f0\u53d1\u73b0iOS\u7528\u6237\u7684\u89c6\u9891\u7f13\u51b2\u8017\u65f6\u663e\u8457\u9ad8\u4e8eAndroid\u7528\u6237\uff0c\u4f18\u5316CDN\u8c03\u5ea6\u7b56\u7565\u540e\uff0ciOS\u7528\u6237\u7559\u5b58\u63d0\u534718%\u3002 \u6210\u672c-\u4f53\u9a8c\u5e73\u8861\uff1a\u8bc6\u522b\u4f4e\u4ef7\u503c\u9ad8\u8017\u80fd\u63a5\u53e3\u3002\u67d0OTA\u5e73\u53f0\u901a\u8fc7\u94fe\u8def\u5206\u6790\u53d1\u73b0\uff0c\u67d0\u4e2a\u65e5\u5747\u8c03\u7528\u91cf\u4ec5200\u6b21\u7684\u62a5\u8868\u63a5\u53e3\u6d88\u8017\u4e8612%\u7684\u6570\u636e\u5e93\u8d44\u6e90\uff0c\u679c\u65ad\u5c06\u5176\u8fc1\u79fb\u81f3OLAP\u5f15\u64ce\u540e\uff0c\u6838\u5fc3\u9884\u8ba2\u63a5\u53e3\u7684\u541e\u5410\u91cf\u63d0\u534725%\u3002 \u6ce8\uff1a\u6839\u636eGartner\u62a5\u544a\uff0c\u6574\u5408\u5168\u94fe\u8def\u8ffd\u8e2a\u4e0eAIOps\u7684\u4f01\u4e1a\uff0c\u5176\u7cfb\u7edf\u53ef\u7528\u6027\u5e73\u5747\u63d0\u534734%\uff0c\u7528\u6237\u4f53\u9a8c\u76f8\u5173\u6295\u8bc9\u51cf\u5c1161%\u3002 \u4e94\u3001\u5de5\u5177\u9009\u578b\u4e0e\u843d\u5730\u9677\u9631 \u5e02\u9762\u4e0a\u4e3b\u6d41\u7684APM\uff08\u5e94\u7528\u6027\u80fd\u7ba1\u7406\uff09\u5de5\u5177\u5982Datadog\u3001SkyWalking\u3001Pinpoint\u7b49\uff0c\u5747\u63d0\u4f9b\u94fe\u8def\u8ffd\u8e2a\u529f\u80fd\u3002\u9009\u578b\u65f6\u9700\u5173\u6ce8\uff1a \u6570\u636e\u7c92\u5ea6\uff1a\u662f\u5426\u652f\u6301\u4ee3\u7801\u7ea7\u65b9\u6cd5\u8ffd\u8e2a\uff08\u5982Java\u7684Arthas\u63d2\u4ef6\uff09 \u534f\u8bae\u517c\u5bb9\u6027\uff1a\u5bf9OpenTelemetry\u7b49\u5f00\u6e90\u6807\u51c6\u7684\u652f\u6301\u7a0b\u5ea6 \u4e0a\u4e0b\u6587\u4f20\u9012\uff1a\u80fd\u5426\u8de8\u5f02\u6784\u7cfb\u7edf\uff08\u5982Kafka\u6d88\u606f\u961f\u5217\u4e0egRPC\u670d\u52a1\uff09\u4fdd\u6301TraceID\u8fde\u8d2f \u5e38\u89c1\u5b9e\u65bd\u8bef\u533a\u5305\u62ec\uff1a \u8fc7\u5ea6\u8ffd\u8e2a\u5bfc\u81f4\u6027\u80fd\u635f\u8017\uff08\u5efa\u8bae\u91c7\u6837\u7387\u4e0d\u8d85\u8fc75%\uff09 \u4ec5\u5173\u6ce8\u6280\u672f\u6307\u6807\uff0c\u5ffd\u89c6\u4e0e\u4e1a\u52a1\u6f0f\u6597\u7684\u7ed3\u5408 \u672a\u5efa\u7acb\u7edf\u4e00\u7684TraceID\u89c4\u8303\uff0c\u9020\u6210\u8de8\u56e2\u961f\u534f\u4f5c\u56f0\u96be<\/p>\n","protected":false},"author":4,"featured_media":32472,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14],"tags":[],"class_list":["post-32471","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\/32471","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=32471"}],"version-history":[{"count":1,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/32471\/revisions"}],"predecessor-version":[{"id":32473,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/32471\/revisions\/32473"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media\/32472"}],"wp:attachment":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media?parent=32471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/categories?post=32471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/tags?post=32471"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}