{"id":35627,"date":"2025-03-19T10:17:24","date_gmt":"2025-03-19T02:17:24","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=35627"},"modified":"2025-03-19T10:17:24","modified_gmt":"2025-03-19T02:17:24","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%e6%94%af%e6%8c%81%e8%b7%a8%e5%ba%94%e7%94%a8%e5%92%8c%e6%9c%8d%e5%8a%a1%e9%93%be%e7%9a%84%e7%9b%91%e6%8e%a7%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/35627.html","title":{"rendered":"\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u5982\u4f55\u652f\u6301\u8de8\u5e94\u7528\u548c\u670d\u52a1\u94fe\u7684\u76d1\u63a7\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/03\/R1T0Ka.jpg\" alt=\"\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u5982\u4f55\u652f\u6301\u8de8\u5e94\u7528\u548c\u670d\u52a1\u94fe\u7684\u76d1\u63a7\uff1f\" ><\/p>\n<\/p>\n<p>\u5728\u5f53\u4eca\u7684\u4e91\u539f\u751f\u4e0e\u5fae\u670d\u52a1\u67b6\u6784\u6d6a\u6f6e\u4e2d\uff0c\u4e00\u4e2a\u7535\u5546\u5e73\u53f0\u7684\u8ba2\u5355\u670d\u52a1\u53ef\u80fd\u8de8\u8d8a6\u4e2a\u5bb9\u5668\u30013\u4e2a\u4e91\u533a\u57df\uff0c\u4e00\u6b21API\u8c03\u7528\u80cc\u540e\u9690\u85cf\u774018\u6b21\u670d\u52a1\u95f4\u901a\u4fe1\u2014\u2014\u8fd9\u79cd\u590d\u6742\u5ea6\u5df2\u6210\u4e3a\u6570\u5b57\u4e1a\u52a1\u7684\u5e38\u6001\u3002\u5f53\u7cfb\u7edf\u6545\u969c\u53d1\u751f\u65f6\uff0c\u4f20\u7edf\u7684\u76d1\u63a7\u5de5\u5177\u5c31\u50cf\u8bd5\u56fe\u7528\u6307\u5357\u9488\u5bfc\u822a\u661f\u9645\u98de\u8239\uff0c\u5f00\u53d1\u8005\u4e0d\u5f97\u4e0d\u5728\u65e5\u5fd7\u6d77\u6d0b\u3001\u5206\u6563\u6307\u6807\u548c\u65ad\u88c2\u7684\u8c03\u7528\u94fe\u4e2d\u8270\u96be\u5b9a\u4f4d\u95ee\u9898\u6839\u6e90\u3002<strong>\u8fd9\u6b63\u662f<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0<\/a>\uff08Observability Platform\uff09\u7684\u4ef7\u503c\u7206\u53d1\u70b9\uff1a\u5b83\u4e0d\u4ec5\u91cd\u65b0\u5b9a\u4e49\u4e86\u7cfb\u7edf\u76d1\u63a7\u7684\u7ef4\u5ea6\uff0c\u66f4\u901a\u8fc7\u8de8\u5e94\u7528\u4e0e\u670d\u52a1\u94fe\u7684\u900f\u89c6\u80fd\u529b\uff0c\u8ba9\u590d\u6742\u7cfb\u7edf\u7684\u8fd0\u884c\u72b6\u6001\u53d8\u5f97\u50cf\u73bb\u7483\u822c\u900f\u660e\u3002<\/strong><\/p>\n<h3 id=\"\u4e00-\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u7684\u4e09\u7ef4\u900f\u89c6\u80fd\u529b\">\u4e00\u3001<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0<\/a>\u7684\u4e09\u7ef4\u900f\u89c6\u80fd\u529b<\/h3>\n<p>\u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u805a\u7126\u4e8e\u5df2\u77e5\u95ee\u9898\u7684\u9884\u8b66\uff0c\u800c<strong>\u73b0\u4ee3\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u6784\u5efa\u4e86\u5ea6\u91cf\uff08Metrics\uff09\u3001\u65e5\u5fd7\uff08Logs\uff09\u3001\u8ffd\u8e2a\uff08Traces\uff09\u7684\u9ec4\u91d1\u4e09\u89d2\u89c2\u6d4b\u4f53\u7cfb<\/strong>\u3002\u5728\u8de8\u670d\u52a1\u76d1\u63a7\u573a\u666f\u4e2d\uff0c\u8fd9\u4e09\u4e2a\u7ef4\u5ea6\u5982\u540cCT\u626b\u63cf\u4eea\u7684\u4e0d\u540c\u5207\u9762\uff1a<\/p>\n<ol>\n<li><strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5206\u5e03\u5f0f\u8ffd\u8e2a<\/a>\u6280\u672f<\/strong>\u901a\u8fc7\u552f\u4e00\u7684TraceID\u8d2f\u7a7f\u5168\u94fe\u8def\uff0c\u7cbe\u786e\u8fd8\u539f\u8bf7\u6c42\u5728\u670d\u52a1\u7f51\u683c\u4e2d\u7684\u6d41\u8f6c\u8def\u5f84\u3002\u5f53\u652f\u4ed8\u670d\u52a1\u51fa\u73b0\u5ef6\u8fdf\u65f6\uff0c\u5e73\u53f0\u80fd\u81ea\u52a8\u8bc6\u522b\u51fa\u662f\u5e93\u5b58\u670d\u52a1\u7684\u7f13\u5b58\u5931\u6548\uff0c\u8fd8\u662f\u7269\u6d41\u670d\u52a1\u7684\u6570\u636e\u5e93\u9501\u8868\u5bfc\u81f4\n<\/li>\n<li><strong>\u8de8\u670d\u52a1\u7684\u6307\u6807\u5173\u8054<\/strong>\u6253\u7834\u5e94\u7528\u8fb9\u754c\uff0c\u5c06CPU\u4f7f\u7528\u7387\u3001\u7ebf\u7a0b\u6c60\u72b6\u6001\u7b49\u57fa\u7840\u8bbe\u65bd\u6307\u6807\u4e0e\u4e1a\u52a1\u6210\u529f\u7387\u6307\u6807\u52a8\u6001\u7ed1\u5b9a\u3002\u67d0\u793e\u4ea4\u5e73\u53f0\u7684\u5b9e\u8df5\u663e\u793a\uff0c\u901a\u8fc7\u5173\u8054\u7528\u6237\u767b\u5f55\u6210\u529f\u7387\u4e0eRedis\u96c6\u7fa4\u541e\u5410\u91cf\uff0c\u6545\u969c\u5b9a\u4f4d\u65f6\u95f4\u7f29\u77ed\u4e8673%\n<\/li>\n<li><strong>\u4e0a\u4e0b\u6587\u611f\u77e5\u7684\u65e5\u5fd7\u5206\u6790<\/strong>\u5229\u7528OpenTelemetry\u6807\u51c6\uff0c\u5c06\u539f\u672c\u5b64\u7acb\u7684\u65e5\u5fd7\u6761\u76ee\u81ea\u52a8\u5173\u8054\u5230\u5177\u4f53\u4e8b\u52a1\u6d41\u3002\u4f8b\u5982\u5f53\u8ba2\u5355\u751f\u6210\u5931\u8d25\u65f6\uff0c\u7cfb\u7edf\u80fd\u81ea\u52a8\u805a\u5408\u524d\u7aef\u754c\u9762\u65e5\u5fd7\u3001\u652f\u4ed8\u7f51\u5173\u65e5\u5fd7\u548c\u5e93\u5b58\u670d\u52a1\u65e5\u5fd7\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u5f02\u5e38\u4e8b\u4ef6\u56fe\u8c31\n<\/li>\n<\/ol>\n<p>\u8fd9\u79cd\u591a\u7ef4\u89c2\u6d4b\u80fd\u529b\uff0c\u4f7f\u5f97\u539f\u672c\u6563\u843d\u5728\u4e0a\u767e\u4e2aPod\u4e2d\u7684\u788e\u7247\u5316\u4fe1\u606f\uff0c\u88ab\u6574\u5408\u6210\u5177\u6709\u4e1a\u52a1\u8bed\u4e49\u7684\u53ef\u89c6\u5316\u53d9\u4e8b\u3002<\/p>\n<h3 id=\"\u4e8c-\u670d\u52a1\u94fe\u76d1\u63a7\u7684\u6838\u5fc3\u7a81\u7834\">\u4e8c\u3001\u670d\u52a1\u94fe\u76d1\u63a7\u7684\u6838\u5fc3\u7a81\u7834<\/h3>\n<p>\u5728\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\uff0c\u5355\u4e2a\u670d\u52a1\u7684\u5065\u5eb7\u72b6\u6001\u5df2\u4e0d\u80fd\u53cd\u6620\u7cfb\u7edf\u771f\u5b9e\u98ce\u9669\u3002<strong>\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u901a\u8fc7\u62d3\u6251\u53d1\u73b0\u4e0e\u667a\u80fd\u4f9d\u8d56\u5206\u6790\uff0c\u6784\u5efa\u51fa\u52a8\u6001\u670d\u52a1\u4f9d\u8d56\u56fe\u8c31<\/strong>\u3002\u67d0\u94f6\u884c\u7cfb\u7edf\u4e0a\u7ebf\u670d\u52a1\u94fe\u76d1\u63a7\u540e\uff0c\u53d1\u73b0\u5176\u770b\u4f3c\u5197\u4f59\u7684\u5907\u7528\u9274\u6743\u670d\u52a1\uff0c\u7adf\u5b58\u5728\u5bfc\u81f4\u4e3b\u94fe\u8def\u8d85\u65f6\u98ce\u9669\u7684\u9690\u6027\u4f9d\u8d56\u3002<\/p>\n<p>\u5177\u4f53\u5b9e\u73b0\u5305\u542b\u4e09\u4e2a\u5173\u952e\u6280\u672f\u5c42\uff1a<\/p>\n<ul>\n<li><strong>\u81ea\u52a8\u62d3\u6251\u6620\u5c04<\/strong>\uff1a\u57fa\u4e8e\u670d\u52a1\u7f51\u683c\uff08Service Mesh\uff09\u7684\u6570\u636e\u5e73\u9762\u6d41\u91cf\uff0c\u5b9e\u65f6\u7ed8\u5236\u51fa\u670d\u52a1\u8c03\u7528\u5173\u7cfb\u56fe\u3002\u5f53\u65b0\u7248\u672c\u670d\u52a1\u4e0a\u7ebf\u65f6\uff0c\u5e73\u53f0\u80fd\u572815\u79d2\u5185\u8bc6\u522b\u51fa\u5f02\u5e38\u4f9d\u8d56\u8def\u5f84\n<\/li>\n<li><strong>\u667a\u80fd\u57fa\u7ebf\u544a\u8b66<\/strong>\uff1a\u901a\u8fc7\u673a\u5668\u5b66\u4e60\u5efa\u7acb\u6bcf\u4e2a\u670d\u52a1\u94fe\u8def\u7684\u6027\u80fd\u57fa\u7ebf\uff0c\u4e0d\u518d\u4f9d\u8d56\u56fa\u5b9a\u9608\u503c\u3002\u4f8b\u5982\u7269\u6d41\u7cfb\u7edf\u7684\u5305\u88f9\u72b6\u6001\u67e5\u8be2API\uff0c\u5728&rdquo;\u53cc\u5341\u4e00&rdquo;\u671f\u95f4\u7684\u5408\u7406\u54cd\u5e94\u65f6\u95f4\u6ce2\u52a8\u8303\u56f4\u4f1a\u88ab\u52a8\u6001\u8c03\u6574\n<\/li>\n<li><strong>\u8de8\u5c42<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a><\/strong>\uff1a\u5f53\u8ba2\u5355\u5c65\u7ea6\u7387\u4e0b\u964d\u65f6\uff0c\u5e73\u53f0\u80fd\u7a7f\u900fKubernetes\u96c6\u7fa4\u5c42\u3001JVM\u8fd0\u884c\u65f6\u5c42\uff0c\u76f4\u5230\u5b9a\u4f4d\u5230\u5177\u4f53\u4ee3\u7801\u6bb5\u7684\u70ed\u70b9\u95ee\u9898\u3002\u67d0\u96f6\u552e\u4f01\u4e1a\u501f\u52a9\u6b64\u529f\u80fd\uff0c\u5c06\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4\uff08MTTR\uff09\u4ece4.2\u5c0f\u65f6\u538b\u7f29\u81f319\u5206\u949f\n<\/li>\n<\/ul>\n<p>\u8fd9\u79cd\u7a7f\u900f\u5f0f\u5206\u6790\u80fd\u529b\uff0c\u4f7f\u5f97\u539f\u672c\u9700\u8981\u8de85\u4e2a\u56e2\u961f\u534f\u4f5c\u7684\u8bca\u65ad\u8fc7\u7a0b\uff0c\u8f6c\u5316\u4e3a\u5e73\u53f0\u81ea\u52a8\u751f\u6210\u7684\u51b3\u7b56\u5efa\u8bae\u3002<\/p>\n<h3 id=\"\u4e09-\u6253\u7834\u6570\u636e\u5b64\u5c9b\u7684\u6280\u672f\u5b9e\u8df5\">\u4e09\u3001\u6253\u7834\u6570\u636e\u5b64\u5c9b\u7684\u6280\u672f\u5b9e\u8df5<\/h3>\n<p>\u8de8\u5e94\u7528\u76d1\u63a7\u7684\u6700\u5927\u969c\u788d\u5728\u4e8e\u6570\u636e\u5272\u88c2\u3002<strong>\u9886\u5148\u7684\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u901a\u8fc7\u7edf\u4e00\u6570\u636e\u7ba1\u9053\uff08Data Pipeline\uff09\u5b9e\u73b0\u591a\u6e90\u5f02\u6784\u6570\u636e\u7684\u8303\u5f0f\u5316\u5904\u7406<\/strong>\uff0c\u5176\u6838\u5fc3\u6280\u672f\u67b6\u6784\u5305\u542b\uff1a<\/p>\n<ol>\n<li><strong>\u591a\u534f\u8bae\u91c7\u96c6\u5668<\/strong>\uff1a\u517c\u5bb9Prometheus\u3001Jaeger\u3001Fluentd\u7b4920+\u79cd\u6570\u636e\u91c7\u96c6\u6807\u51c6\uff0c\u786e\u4fdd\u4e0d\u540c\u6280\u672f\u6808\u7684\u670d\u52a1\u90fd\u80fd\u65e0\u7f1d\u63a5\u5165\n<\/li>\n<li><strong>\u667a\u80fd\u6570\u636e\u6e56<\/strong>\uff1a\u91c7\u7528\u5217\u5f0f\u5b58\u50a8\u4e0e\u77e2\u91cf\u5316\u67e5\u8be2\uff0c\u4f7f\u5341\u4ebf\u7ea7Span\u6570\u636e\u7684\u67e5\u8be2\u54cd\u5e94\u65f6\u95f4\u63a7\u5236\u5728\u4e9a\u79d2\u7ea7\u3002\u67d0\u89c6\u9891\u5e73\u53f0\u7528\u6b64\u6280\u672f\u5b9e\u73b0\u4e86\u5bf9\u65e5\u5747800\u4ebf\u6b21API\u8c03\u7528\u7684\u5b9e\u65f6\u5206\u6790\n<\/li>\n<li><strong>\u5173\u8054\u89c4\u5219\u5f15\u64ce<\/strong>\uff1a\u901a\u8fc7\u9884\u8bbe\u7684\u4e1a\u52a1\u8bed\u4e49\u6a21\u578b\uff0c\u81ea\u52a8\u5efa\u7acb\u524d\u7aef\u7528\u6237\u884c\u4e3a\u65e5\u5fd7\u4e0e\u540e\u7aef\u670d\u52a1\u6307\u6807\u7684\u5173\u8054\u5173\u7cfb\u3002\u5f53\u7528\u6237\u652f\u4ed8\u5931\u8d25\u7387\u4e0a\u5347\u65f6\uff0c\u7cfb\u7edf\u80fd\u81ea\u52a8\u6bd4\u5bf9\u540c\u671f\u98ce\u63a7\u670d\u52a1\u7684\u62d2\u7edd\u7387\u6ce2\u52a8\n<\/li>\n<\/ol>\n<p>\u8fd9\u79cd\u6570\u636e\u878d\u5408\u80fd\u529b\u5e26\u6765\u7684\u4e1a\u52a1\u4ef7\u503c\u663e\u800c\u6613\u89c1\uff1a\u67d0\u822a\u7a7a\u516c\u53f8\u901a\u8fc7\u6574\u5408\u5ba2\u670d\u7cfb\u7edf\u65e5\u5fd7\u4e0e\u673a\u7968\u9884\u8ba2\u670d\u52a1\u6307\u6807\uff0c\u63d0\u524d48\u5c0f\u65f6\u9884\u6d4b\u5230\u79ef\u5206\u5151\u6362\u7cfb\u7edf\u7684\u5bb9\u91cf\u74f6\u9888\uff0c\u907f\u514d\u4e86\u5343\u4e07\u7ea7\u7684\u7ecf\u6d4e\u635f\u5931\u3002<\/p>\n<h3 id=\"\u56db-\u9762\u5411\u672a\u6765\u7684\u76d1\u63a7\u8303\u5f0f\u6f14\u8fdb\">\u56db\u3001\u9762\u5411\u672a\u6765\u7684\u76d1\u63a7\u8303\u5f0f\u6f14\u8fdb<\/h3>\n<p>\u968f\u7740\u670d\u52a1\u7f51\u683c\u548c\u65e0\u670d\u52a1\u5668\u67b6\u6784\u7684\u666e\u53ca\uff0c<strong>\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u6b63\u5728\u4ece\u88ab\u52a8\u76d1\u63a7\u5411\u4e3b\u52a8\u6d1e\u5bdf\u8fdb\u5316<\/strong>\u3002\u4e09\u4e2a\u524d\u6cbf\u53d1\u5c55\u65b9\u5411\u5c24\u5176\u503c\u5f97\u5173\u6ce8\uff1a<\/p>\n<ul>\n<li><strong>\u9884\u6d4b\u6027\u5206\u6790<\/strong>\uff1a\u5229\u7528\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b\u7b97\u6cd5\uff0c\u5728\u7528\u6237\u611f\u77e5\u5ef6\u8fdf\u4e4b\u524d\u9884\u5224\u670d\u52a1\u94fe\u8def\u7684\u7194\u65ad\u98ce\u9669\u3002\u67d0\u4e91\u670d\u52a1\u5546\u7684\u5e94\u7528\u663e\u793a\uff0c\u8be5\u6280\u672f\u5c06\u57fa\u7840\u8bbe\u65bd\u6269\u5bb9\u51b3\u7b56\u63d0\u524d\u4e862.7\u5c0f\u65f6\n<\/li>\n<li><strong>\u4e1a\u52a1\u53ef\u89c2\u6d4b\u6027<\/strong>\uff1a\u5c06\u6280\u672f\u6307\u6807\u8f6c\u5316\u4e3a\u4e1a\u52a1KPI\u7684\u53ef\u89c6\u5316\u6620\u5c04\u3002\u6bd4\u5982\u5c06\u6570\u636e\u5e93\u67e5\u8be2\u5ef6\u8fdf\u6362\u7b97\u4e3a\u9884\u8ba1\u8ba2\u5355\u6d41\u5931\u7387\uff0c\u5e2e\u52a9\u4ea7\u54c1\u56e2\u961f\u505a\u51fa\u66f4\u7cbe\u51c6\u7684\u51b3\u7b56\n<\/li>\n<li><strong>AI\u8f85\u52a9\u8bca\u65ad<\/strong>\uff1a\u57fa\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\u7684<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a>\u7cfb\u7edf\uff0c\u80fd\u81ea\u52a8\u751f\u6210\u5305\u542b\u4ee3\u7801\u4fee\u590d\u5efa\u8bae\u7684\u8bca\u65ad\u62a5\u544a\u3002\u5185\u90e8\u6d4b\u8bd5\u663e\u793a\uff0c\u521d\u7ea7\u8fd0\u7ef4\u4eba\u5458\u501f\u52a9\u8be5\u5de5\u5177\u7684\u8bca\u65ad\u51c6\u786e\u7387\u63d0\u5347\u4e8658%\n<\/li>\n<\/ul>\n<p>\u8fd9\u4e9b\u521b\u65b0\u4e0d\u662f\u5bf9\u76d1\u63a7\u6982\u5ff5\u7684\u7b80\u5355\u5347\u7ea7\uff0c\u800c\u662f\u4ece\u6839\u672c\u4e0a\u6539\u53d8\u4e86\u6211\u4eec\u7406\u89e3\u548c\u4f18\u5316\u590d\u6742\u7cfb\u7edf\u7684\u65b9\u5f0f\u3002\u5f53\u6bcf\u4e2a\u670d\u52a1\u8c03\u7528\u90fd\u80fd\u88ab\u7cbe\u786e\u8ffd\u6eaf\uff0c\u6bcf\u6b21\u6027\u80fd\u6ce2\u52a8\u90fd\u80fd\u6620\u5c04\u5230\u4e1a\u52a1\u5f71\u54cd\u65f6\uff0c\u6280\u672f\u56e2\u961f\u7ec8\u4e8e\u53ef\u4ee5\u4ece\u6551\u706b\u961f\u5458\u8fdb\u5316\u4e3a\u7cfb\u7edf\u67b6\u6784\u7684\u89c4\u5212\u5e08\u3002<\/p>\n<p>\u5728\u8fd9\u4e2a\u670d\u52a1\u8fb9\u754c\u65e5\u76ca\u6a21\u7cca\u7684\u65f6\u4ee3\uff0c\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u63d0\u4f9b\u7684\u4e0d\u4ec5\u662f\u76d1\u63a7\u5de5\u5177\uff0c\u66f4\u662f\u4e00\u79cd\u5168\u65b0\u7684\u7cfb\u7edf\u8ba4\u77e5\u6846\u67b6\u3002\u5b83\u8ba9\u8de8\u5e94\u7528\u4e0e\u670d\u52a1\u94fe\u7684\u76d1\u63a7\u4e0d\u518d\u662f\u75db\u82e6\u7684\u6392\u67e5\u8fc7\u7a0b\uff0c\u800c\u662f\u6301\u7eed\u4f18\u5316\u7528\u6237\u4f53\u9a8c\u7684\u6218\u7565\u6027\u6295\u8d44\u2014\u2014\u6b63\u5982\u67d0\u91d1\u878d\u79d1\u6280\u516c\u53f8CTO\u6240\u8bf4\uff1a&rdquo;\u6211\u4eec\u73b0\u5728\u770b\u5230\u7684\u4e0d\u662f\u96f6\u6563\u7684\u670d\u52a1\u5668\u6307\u6807\uff0c\u800c\u662f\u8d44\u91d1\u5728\u6570\u5b57\u4e16\u754c\u6d41\u52a8\u7684\u5168\u606f\u5f71\u50cf\u3002&rdquo;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u5f53\u4eca\u7684\u4e91\u539f\u751f\u4e0e\u5fae\u670d\u52a1\u67b6\u6784\u6d6a\u6f6e\u4e2d\uff0c\u4e00\u4e2a\u7535\u5546\u5e73\u53f0\u7684\u8ba2\u5355\u670d\u52a1\u53ef\u80fd\u8de8\u8d8a6\u4e2a\u5bb9\u5668\u30013\u4e2a\u4e91\u533a\u57df\uff0c\u4e00\u6b21API\u8c03\u7528\u80cc\u540e\u9690\u85cf\u774018\u6b21\u670d\u52a1\u95f4\u901a\u4fe1\u2014\u2014\u8fd9\u79cd\u590d\u6742\u5ea6\u5df2\u6210\u4e3a\u6570\u5b57\u4e1a\u52a1\u7684\u5e38\u6001\u3002\u5f53\u7cfb\u7edf\u6545\u969c\u53d1\u751f\u65f6\uff0c\u4f20\u7edf\u7684\u76d1\u63a7\u5de5\u5177\u5c31\u50cf\u8bd5\u56fe\u7528\u6307\u5357\u9488\u5bfc\u822a\u661f\u9645\u98de\u8239\uff0c\u5f00\u53d1\u8005\u4e0d\u5f97\u4e0d\u5728\u65e5\u5fd7\u6d77\u6d0b\u3001\u5206\u6563\u6307\u6807\u548c\u65ad\u88c2\u7684\u8c03\u7528\u94fe\u4e2d\u8270\u96be\u5b9a\u4f4d\u95ee\u9898\u6839\u6e90\u3002\u8fd9\u6b63\u662f\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\uff08Observability Platform\uff09\u7684\u4ef7\u503c\u7206\u53d1\u70b9\uff1a\u5b83\u4e0d\u4ec5\u91cd\u65b0\u5b9a\u4e49\u4e86\u7cfb\u7edf\u76d1\u63a7\u7684\u7ef4\u5ea6\uff0c\u66f4\u901a\u8fc7\u8de8\u5e94\u7528\u4e0e\u670d\u52a1\u94fe\u7684\u900f\u89c6\u80fd\u529b\uff0c\u8ba9\u590d\u6742\u7cfb\u7edf\u7684\u8fd0\u884c\u72b6\u6001\u53d8\u5f97\u50cf\u73bb\u7483\u822c\u900f\u660e\u3002 \u4e00\u3001\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u7684\u4e09\u7ef4\u900f\u89c6\u80fd\u529b \u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u805a\u7126\u4e8e\u5df2\u77e5\u95ee\u9898\u7684\u9884\u8b66\uff0c\u800c\u73b0\u4ee3\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u6784\u5efa\u4e86\u5ea6\u91cf\uff08Metrics\uff09\u3001\u65e5\u5fd7\uff08Logs\uff09\u3001\u8ffd\u8e2a\uff08Traces\uff09\u7684\u9ec4\u91d1\u4e09\u89d2\u89c2\u6d4b\u4f53\u7cfb\u3002\u5728\u8de8\u670d\u52a1\u76d1\u63a7\u573a\u666f\u4e2d\uff0c\u8fd9\u4e09\u4e2a\u7ef4\u5ea6\u5982\u540cCT\u626b\u63cf\u4eea\u7684\u4e0d\u540c\u5207\u9762\uff1a \u5206\u5e03\u5f0f\u8ffd\u8e2a\u6280\u672f\u901a\u8fc7\u552f\u4e00\u7684TraceID\u8d2f\u7a7f\u5168\u94fe\u8def\uff0c\u7cbe\u786e\u8fd8\u539f\u8bf7\u6c42\u5728\u670d\u52a1\u7f51\u683c\u4e2d\u7684\u6d41\u8f6c\u8def\u5f84\u3002\u5f53\u652f\u4ed8\u670d\u52a1\u51fa\u73b0\u5ef6\u8fdf\u65f6\uff0c\u5e73\u53f0\u80fd\u81ea\u52a8\u8bc6\u522b\u51fa\u662f\u5e93\u5b58\u670d\u52a1\u7684\u7f13\u5b58\u5931\u6548\uff0c\u8fd8\u662f\u7269\u6d41\u670d\u52a1\u7684\u6570\u636e\u5e93\u9501\u8868\u5bfc\u81f4 \u8de8\u670d\u52a1\u7684\u6307\u6807\u5173\u8054\u6253\u7834\u5e94\u7528\u8fb9\u754c\uff0c\u5c06CPU\u4f7f\u7528\u7387\u3001\u7ebf\u7a0b\u6c60\u72b6\u6001\u7b49\u57fa\u7840\u8bbe\u65bd\u6307\u6807\u4e0e\u4e1a\u52a1\u6210\u529f\u7387\u6307\u6807\u52a8\u6001\u7ed1\u5b9a\u3002\u67d0\u793e\u4ea4\u5e73\u53f0\u7684\u5b9e\u8df5\u663e\u793a\uff0c\u901a\u8fc7\u5173\u8054\u7528\u6237\u767b\u5f55\u6210\u529f\u7387\u4e0eRedis\u96c6\u7fa4\u541e\u5410\u91cf\uff0c\u6545\u969c\u5b9a\u4f4d\u65f6\u95f4\u7f29\u77ed\u4e8673% \u4e0a\u4e0b\u6587\u611f\u77e5\u7684\u65e5\u5fd7\u5206\u6790\u5229\u7528OpenTelemetry\u6807\u51c6\uff0c\u5c06\u539f\u672c\u5b64\u7acb\u7684\u65e5\u5fd7\u6761\u76ee\u81ea\u52a8\u5173\u8054\u5230\u5177\u4f53\u4e8b\u52a1\u6d41\u3002\u4f8b\u5982\u5f53\u8ba2\u5355\u751f\u6210\u5931\u8d25\u65f6\uff0c\u7cfb\u7edf\u80fd\u81ea\u52a8\u805a\u5408\u524d\u7aef\u754c\u9762\u65e5\u5fd7\u3001\u652f\u4ed8\u7f51\u5173\u65e5\u5fd7\u548c\u5e93\u5b58\u670d\u52a1\u65e5\u5fd7\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u5f02\u5e38\u4e8b\u4ef6\u56fe\u8c31 \u8fd9\u79cd\u591a\u7ef4\u89c2\u6d4b\u80fd\u529b\uff0c\u4f7f\u5f97\u539f\u672c\u6563\u843d\u5728\u4e0a\u767e\u4e2aPod\u4e2d\u7684\u788e\u7247\u5316\u4fe1\u606f\uff0c\u88ab\u6574\u5408\u6210\u5177\u6709\u4e1a\u52a1\u8bed\u4e49\u7684\u53ef\u89c6\u5316\u53d9\u4e8b\u3002 \u4e8c\u3001\u670d\u52a1\u94fe\u76d1\u63a7\u7684\u6838\u5fc3\u7a81\u7834 \u5728\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\uff0c\u5355\u4e2a\u670d\u52a1\u7684\u5065\u5eb7\u72b6\u6001\u5df2\u4e0d\u80fd\u53cd\u6620\u7cfb\u7edf\u771f\u5b9e\u98ce\u9669\u3002\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u901a\u8fc7\u62d3\u6251\u53d1\u73b0\u4e0e\u667a\u80fd\u4f9d\u8d56\u5206\u6790\uff0c\u6784\u5efa\u51fa\u52a8\u6001\u670d\u52a1\u4f9d\u8d56\u56fe\u8c31\u3002\u67d0\u94f6\u884c\u7cfb\u7edf\u4e0a\u7ebf\u670d\u52a1\u94fe\u76d1\u63a7\u540e\uff0c\u53d1\u73b0\u5176\u770b\u4f3c\u5197\u4f59\u7684\u5907\u7528\u9274\u6743\u670d\u52a1\uff0c\u7adf\u5b58\u5728\u5bfc\u81f4\u4e3b\u94fe\u8def\u8d85\u65f6\u98ce\u9669\u7684\u9690\u6027\u4f9d\u8d56\u3002 \u5177\u4f53\u5b9e\u73b0\u5305\u542b\u4e09\u4e2a\u5173\u952e\u6280\u672f\u5c42\uff1a \u81ea\u52a8\u62d3\u6251\u6620\u5c04\uff1a\u57fa\u4e8e\u670d\u52a1\u7f51\u683c\uff08Service Mesh\uff09\u7684\u6570\u636e\u5e73\u9762\u6d41\u91cf\uff0c\u5b9e\u65f6\u7ed8\u5236\u51fa\u670d\u52a1\u8c03\u7528\u5173\u7cfb\u56fe\u3002\u5f53\u65b0\u7248\u672c\u670d\u52a1\u4e0a\u7ebf\u65f6\uff0c\u5e73\u53f0\u80fd\u572815\u79d2\u5185\u8bc6\u522b\u51fa\u5f02\u5e38\u4f9d\u8d56\u8def\u5f84 \u667a\u80fd\u57fa\u7ebf\u544a\u8b66\uff1a\u901a\u8fc7\u673a\u5668\u5b66\u4e60\u5efa\u7acb\u6bcf\u4e2a\u670d\u52a1\u94fe\u8def\u7684\u6027\u80fd\u57fa\u7ebf\uff0c\u4e0d\u518d\u4f9d\u8d56\u56fa\u5b9a\u9608\u503c\u3002\u4f8b\u5982\u7269\u6d41\u7cfb\u7edf\u7684\u5305\u88f9\u72b6\u6001\u67e5\u8be2API\uff0c\u5728&rdquo;\u53cc\u5341\u4e00&rdquo;\u671f\u95f4\u7684\u5408\u7406\u54cd\u5e94\u65f6\u95f4\u6ce2\u52a8\u8303\u56f4\u4f1a\u88ab\u52a8\u6001\u8c03\u6574 \u8de8\u5c42\u6839\u56e0\u5206\u6790\uff1a\u5f53\u8ba2\u5355\u5c65\u7ea6\u7387\u4e0b\u964d\u65f6\uff0c\u5e73\u53f0\u80fd\u7a7f\u900fKubernetes\u96c6\u7fa4\u5c42\u3001JVM\u8fd0\u884c\u65f6\u5c42\uff0c\u76f4\u5230\u5b9a\u4f4d\u5230\u5177\u4f53\u4ee3\u7801\u6bb5\u7684\u70ed\u70b9\u95ee\u9898\u3002\u67d0\u96f6\u552e\u4f01\u4e1a\u501f\u52a9\u6b64\u529f\u80fd\uff0c\u5c06\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4\uff08MTTR\uff09\u4ece4.2\u5c0f\u65f6\u538b\u7f29\u81f319\u5206\u949f \u8fd9\u79cd\u7a7f\u900f\u5f0f\u5206\u6790\u80fd\u529b\uff0c\u4f7f\u5f97\u539f\u672c\u9700\u8981\u8de85\u4e2a\u56e2\u961f\u534f\u4f5c\u7684\u8bca\u65ad\u8fc7\u7a0b\uff0c\u8f6c\u5316\u4e3a\u5e73\u53f0\u81ea\u52a8\u751f\u6210\u7684\u51b3\u7b56\u5efa\u8bae\u3002 \u4e09\u3001\u6253\u7834\u6570\u636e\u5b64\u5c9b\u7684\u6280\u672f\u5b9e\u8df5 \u8de8\u5e94\u7528\u76d1\u63a7\u7684\u6700\u5927\u969c\u788d\u5728\u4e8e\u6570\u636e\u5272\u88c2\u3002\u9886\u5148\u7684\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u901a\u8fc7\u7edf\u4e00\u6570\u636e\u7ba1\u9053\uff08Data Pipeline\uff09\u5b9e\u73b0\u591a\u6e90\u5f02\u6784\u6570\u636e\u7684\u8303\u5f0f\u5316\u5904\u7406\uff0c\u5176\u6838\u5fc3\u6280\u672f\u67b6\u6784\u5305\u542b\uff1a \u591a\u534f\u8bae\u91c7\u96c6\u5668\uff1a\u517c\u5bb9Prometheus\u3001Jaeger\u3001Fluentd\u7b4920+\u79cd\u6570\u636e\u91c7\u96c6\u6807\u51c6\uff0c\u786e\u4fdd\u4e0d\u540c\u6280\u672f\u6808\u7684\u670d\u52a1\u90fd\u80fd\u65e0\u7f1d\u63a5\u5165 \u667a\u80fd\u6570\u636e\u6e56\uff1a\u91c7\u7528\u5217\u5f0f\u5b58\u50a8\u4e0e\u77e2\u91cf\u5316\u67e5\u8be2\uff0c\u4f7f\u5341\u4ebf\u7ea7Span\u6570\u636e\u7684\u67e5\u8be2\u54cd\u5e94\u65f6\u95f4\u63a7\u5236\u5728\u4e9a\u79d2\u7ea7\u3002\u67d0\u89c6\u9891\u5e73\u53f0\u7528\u6b64\u6280\u672f\u5b9e\u73b0\u4e86\u5bf9\u65e5\u5747800\u4ebf\u6b21API\u8c03\u7528\u7684\u5b9e\u65f6\u5206\u6790 \u5173\u8054\u89c4\u5219\u5f15\u64ce\uff1a\u901a\u8fc7\u9884\u8bbe\u7684\u4e1a\u52a1\u8bed\u4e49\u6a21\u578b\uff0c\u81ea\u52a8\u5efa\u7acb\u524d\u7aef\u7528\u6237\u884c\u4e3a\u65e5\u5fd7\u4e0e\u540e\u7aef\u670d\u52a1\u6307\u6807\u7684\u5173\u8054\u5173\u7cfb\u3002\u5f53\u7528\u6237\u652f\u4ed8\u5931\u8d25\u7387\u4e0a\u5347\u65f6\uff0c\u7cfb\u7edf\u80fd\u81ea\u52a8\u6bd4\u5bf9\u540c\u671f\u98ce\u63a7\u670d\u52a1\u7684\u62d2\u7edd\u7387\u6ce2\u52a8 \u8fd9\u79cd\u6570\u636e\u878d\u5408\u80fd\u529b\u5e26\u6765\u7684\u4e1a\u52a1\u4ef7\u503c\u663e\u800c\u6613\u89c1\uff1a\u67d0\u822a\u7a7a\u516c\u53f8\u901a\u8fc7\u6574\u5408\u5ba2\u670d\u7cfb\u7edf\u65e5\u5fd7\u4e0e\u673a\u7968\u9884\u8ba2\u670d\u52a1\u6307\u6807\uff0c\u63d0\u524d48\u5c0f\u65f6\u9884\u6d4b\u5230\u79ef\u5206\u5151\u6362\u7cfb\u7edf\u7684\u5bb9\u91cf\u74f6\u9888\uff0c\u907f\u514d\u4e86\u5343\u4e07\u7ea7\u7684\u7ecf\u6d4e\u635f\u5931\u3002 \u56db\u3001\u9762\u5411\u672a\u6765\u7684\u76d1\u63a7\u8303\u5f0f\u6f14\u8fdb \u968f\u7740\u670d\u52a1\u7f51\u683c\u548c\u65e0\u670d\u52a1\u5668\u67b6\u6784\u7684\u666e\u53ca\uff0c\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u6b63\u5728\u4ece\u88ab\u52a8\u76d1\u63a7\u5411\u4e3b\u52a8\u6d1e\u5bdf\u8fdb\u5316\u3002\u4e09\u4e2a\u524d\u6cbf\u53d1\u5c55\u65b9\u5411\u5c24\u5176\u503c\u5f97\u5173\u6ce8\uff1a \u9884\u6d4b\u6027\u5206\u6790\uff1a\u5229\u7528\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b\u7b97\u6cd5\uff0c\u5728\u7528\u6237\u611f\u77e5\u5ef6\u8fdf\u4e4b\u524d\u9884\u5224\u670d\u52a1\u94fe\u8def\u7684\u7194\u65ad\u98ce\u9669\u3002\u67d0\u4e91\u670d\u52a1\u5546\u7684\u5e94\u7528\u663e\u793a\uff0c\u8be5\u6280\u672f\u5c06\u57fa\u7840\u8bbe\u65bd\u6269\u5bb9\u51b3\u7b56\u63d0\u524d\u4e862.7\u5c0f\u65f6 \u4e1a\u52a1\u53ef\u89c2\u6d4b\u6027\uff1a\u5c06\u6280\u672f\u6307\u6807\u8f6c\u5316\u4e3a\u4e1a\u52a1KPI\u7684\u53ef\u89c6\u5316\u6620\u5c04\u3002\u6bd4\u5982\u5c06\u6570\u636e\u5e93\u67e5\u8be2\u5ef6\u8fdf\u6362\u7b97\u4e3a\u9884\u8ba1\u8ba2\u5355\u6d41\u5931\u7387\uff0c\u5e2e\u52a9\u4ea7\u54c1\u56e2\u961f\u505a\u51fa\u66f4\u7cbe\u51c6\u7684\u51b3\u7b56 AI\u8f85\u52a9\u8bca\u65ad\uff1a\u57fa\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\u7684\u6839\u56e0\u5206\u6790\u7cfb\u7edf\uff0c\u80fd\u81ea\u52a8\u751f\u6210\u5305\u542b\u4ee3\u7801\u4fee\u590d\u5efa\u8bae\u7684\u8bca\u65ad\u62a5\u544a\u3002\u5185\u90e8\u6d4b\u8bd5\u663e\u793a\uff0c\u521d\u7ea7\u8fd0\u7ef4\u4eba\u5458\u501f\u52a9\u8be5\u5de5\u5177\u7684\u8bca\u65ad\u51c6\u786e\u7387\u63d0\u5347\u4e8658% \u8fd9\u4e9b\u521b\u65b0\u4e0d\u662f\u5bf9\u76d1\u63a7\u6982\u5ff5\u7684\u7b80\u5355\u5347\u7ea7\uff0c\u800c\u662f\u4ece\u6839\u672c\u4e0a\u6539\u53d8\u4e86\u6211\u4eec\u7406\u89e3\u548c\u4f18\u5316\u590d\u6742\u7cfb\u7edf\u7684\u65b9\u5f0f\u3002\u5f53\u6bcf\u4e2a\u670d\u52a1\u8c03\u7528\u90fd\u80fd\u88ab\u7cbe\u786e\u8ffd\u6eaf\uff0c\u6bcf\u6b21\u6027\u80fd\u6ce2\u52a8\u90fd\u80fd\u6620\u5c04\u5230\u4e1a\u52a1\u5f71\u54cd\u65f6\uff0c\u6280\u672f\u56e2\u961f\u7ec8\u4e8e\u53ef\u4ee5\u4ece\u6551\u706b\u961f\u5458\u8fdb\u5316\u4e3a\u7cfb\u7edf\u67b6\u6784\u7684\u89c4\u5212\u5e08\u3002 \u5728\u8fd9\u4e2a\u670d\u52a1\u8fb9\u754c\u65e5\u76ca\u6a21\u7cca\u7684\u65f6\u4ee3\uff0c\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u63d0\u4f9b\u7684\u4e0d\u4ec5\u662f\u76d1\u63a7\u5de5\u5177\uff0c\u66f4\u662f\u4e00\u79cd\u5168\u65b0\u7684\u7cfb\u7edf\u8ba4\u77e5\u6846\u67b6\u3002\u5b83\u8ba9\u8de8\u5e94\u7528\u4e0e\u670d\u52a1\u94fe\u7684\u76d1\u63a7\u4e0d\u518d\u662f\u75db\u82e6\u7684\u6392\u67e5\u8fc7\u7a0b\uff0c\u800c\u662f\u6301\u7eed\u4f18\u5316\u7528\u6237\u4f53\u9a8c\u7684\u6218\u7565\u6027\u6295\u8d44\u2014\u2014\u6b63\u5982\u67d0\u91d1\u878d\u79d1\u6280\u516c\u53f8CTO\u6240\u8bf4\uff1a&rdquo;\u6211\u4eec\u73b0\u5728\u770b\u5230\u7684\u4e0d\u662f\u96f6\u6563\u7684\u670d\u52a1\u5668\u6307\u6807\uff0c\u800c\u662f\u8d44\u91d1\u5728\u6570\u5b57\u4e16\u754c\u6d41\u52a8\u7684\u5168\u606f\u5f71\u50cf\u3002&rdquo;<\/p>\n","protected":false},"author":4,"featured_media":35628,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14],"tags":[],"class_list":["post-35627","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\/35627","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=35627"}],"version-history":[{"count":1,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/35627\/revisions"}],"predecessor-version":[{"id":35629,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/35627\/revisions\/35629"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media\/35628"}],"wp:attachment":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media?parent=35627"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/categories?post=35627"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/tags?post=35627"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}