{"id":34844,"date":"2025-03-11T14:52:33","date_gmt":"2025-03-11T06:52:33","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=34844"},"modified":"2025-03-11T14:52:33","modified_gmt":"2025-03-11T06:52:33","slug":"%e5%be%ae%e6%9c%8d%e5%8a%a1%e7%9b%91%e6%8e%a7%e5%a6%82%e4%bd%95%e5%ae%9e%e7%8e%b0%e6%9c%8d%e5%8a%a1%e9%97%b4%e8%b0%83%e7%94%a8%e9%93%be%e5%88%86%e6%9e%90%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/34844.html","title":{"rendered":"\u5fae\u670d\u52a1\u76d1\u63a7\u5982\u4f55\u5b9e\u73b0\u670d\u52a1\u95f4\u8c03\u7528\u94fe\u5206\u6790\uff1f"},"content":{"rendered":"

\n

\"\u5fae\u670d\u52a1\u76d1\u63a7\u5982\u4f55\u5b9e\u73b0\u670d\u52a1\u95f4\u8c03\u7528\u94fe\u5206\u6790\uff1f\"<\/p>\n<\/p>\n

\u5f53\u7535\u5546\u5e73\u53f0\u7684\u79d2\u6740\u6d3b\u52a8\u906d\u9047\u7cfb\u7edf\u5d29\u6e83\u65f6\uff0c\u5de5\u7a0b\u5e08\u5f80\u5f80\u9700\u8981\u50cf\u5211\u4fa6\u4e13\u5bb6\u822c\u5728\u6570\u767e\u4e2a\u5fae\u670d\u52a1\u95f4\u641c\u5bfb\u6545\u969c\u6e90\u5934\u3002\u8fd9\u79cd\u73b0\u4ee3\u5206\u5e03\u5f0f\u7cfb\u7edf\u7684”\u7834\u6848”\u96be\u9898\uff0c\u6b63\u662f\u670d\u52a1\u95f4\u8c03\u7528\u94fe\u5206\u6790\u6280\u672f\u8981\u89e3\u51b3\u7684\u6838\u5fc3\u547d\u9898\u3002\u968f\u7740\u5fae\u670d\u52a1\u67b6\u6784\u7684\u666e\u53ca\u7387\u57282023\u5e74\u7a81\u783478%\uff08Gartner\u6570\u636e\uff09\uff0c\u8c03\u7528\u94fe\u8ffd\u8e2a<\/strong>\u5df2\u4ece\u53ef\u9009\u9879\u53d8\u4e3a\u7cfb\u7edf\u53ef\u89c2\u6d4b\u6027\u7684\u5fc5\u7b54\u9898\uff0c\u5b83\u4e0d\u4ec5\u5173\u4e4e\u6545\u969c\u5b9a\u4f4d\u6548\u7387\uff0c\u66f4\u76f4\u63a5\u5f71\u54cd\u7740\u4f01\u4e1a\u6570\u5b57\u5316\u8f6c\u578b\u7684\u6210\u8d25\u3002<\/p>\n

\u4e00\u3001\u89e3\u6784\u5206\u5e03\u5f0f\u8ffd\u8e2a<\/a>\u7cfb\u7edf\u7684\u8fd0\u4f5c\u5bc6\u7801<\/h3>\n

\u5206\u5e03\u5f0f\u8ffd\u8e2a<\/a>\u7cfb\u7edf<\/strong>\u7684\u672c\u8d28\u662f\u901a\u8fc7\u6ce8\u5165\u552f\u4e00\u6807\u8bc6\u7b26\uff08Trace ID\uff09\uff0c\u50cfDNA\u8ffd\u8e2a\u6280\u672f\u822c\u6807\u8bb0\u6bcf\u4e2a\u8bf7\u6c42\u7684\u751f\u547d\u5468\u671f\u3002\u5f53\u7528\u6237\u8bf7\u6c42\u8fdb\u5165\u7cfb\u7edf\u7f51\u5173\uff0c\u4f1a\u643a\u5e26\u7531128\u4f4d\u968f\u673a\u6570\u751f\u6210\u7684\u5168\u5c40Trace ID\uff0c\u8fd9\u4e2a\u6570\u5b57\u6307\u7eb9\u5c06\u4f34\u968f\u8bf7\u6c42\u7a7f\u8d8a\u8ba4\u8bc1\u670d\u52a1\u3001\u8ba2\u5355\u4e2d\u5fc3\u3001\u652f\u4ed8\u7f51\u5173\u7b49\u6240\u6709\u8282\u70b9\u3002\u6bcf\u4e2a\u670d\u52a1\u8282\u70b9\u5728\u5904\u7406\u65f6\u8fd8\u4f1a\u751f\u6210Span ID\u8bb0\u5f55\u672c\u5730\u64cd\u4f5c\u8017\u65f6\uff0c\u901a\u8fc7_\u7236\u5b50\u5173\u7cfb\u5d4c\u5957_\u5f62\u6210\u5b8c\u6574\u7684\u8c03\u7528\u6811\u3002<\/p>\n

\u6280\u672f\u5b9e\u73b0\u4e0a\u9700\u8981\u89e3\u51b3\u4e09\u4e2a\u5173\u952e\u95ee\u9898\uff1a\u9996\u5148\u662f\u4e0a\u4e0b\u6587\u4f20\u9012<\/strong>\uff0c\u8981\u6c42\u6240\u6709\u670d\u52a1\u652f\u6301HTTP\u5934\u4fe1\u606f\u900f\u4f20\u6216\u6d88\u606f\u4e2d\u95f4\u4ef6\u7684\u6269\u5c55\u5c5e\u6027\uff1b\u5176\u6b21\u662f\u91c7\u6837\u7387\u63a7\u5236<\/strong>\uff0c\u5728\u6570\u636e\u91c7\u96c6\u5b8c\u6574\u6027\u548c\u7cfb\u7edf\u5f00\u9500\u95f4\u53d6\u5f97\u5e73\u8861\uff1b\u6700\u540e\u662f\u65f6\u949f\u540c\u6b65<\/strong>\uff0c\u9700\u8981NTP\u534f\u8bae\u4fdd\u8bc1\u8de8\u670d\u52a1\u5668\u7684\u65f6\u95f4\u6233\u51c6\u786e\u6027\u3002\u4e3b\u6d41\u65b9\u6848\u5982OpenTelemetry<\/a>\u901a\u8fc7\u81ea\u52a8\u57cb\u70b9SDK\uff0c\u8ba9\u5f00\u53d1\u8005\u65e0\u9700\u4fee\u6539\u4e1a\u52a1\u4ee3\u7801\u5373\u53ef\u63a5\u5165\u8ffd\u8e2a\u7cfb\u7edf\u3002<\/p>\n

\u4e8c\u3001\u4ece\u6570\u636e\u91c7\u96c6\u5230\u53ef\u89c6\u5316\u5206\u6790\u7684\u5b8c\u6574\u94fe\u8def<\/h3>\n

\u6784\u5efa\u8c03\u7528\u94fe\u5206\u6790\u4f53\u7cfb\u9700\u7ecf\u5386\u56db\u4e2a\u9636\u6bb5\uff1a<\/p>\n

    \n
  1. \u57cb\u70b9\u690d\u5165<\/strong>\uff1a\u5728\u670d\u52a1\u6846\u67b6\u5c42\u9762\u6ce8\u5165\u8ffd\u8e2a\u4ee3\u7406\uff0c\u5982Java\u5e94\u7528\u7684Java Agent\u6280\u672f\u53ef\u5728\u5b57\u8282\u7801\u5c42\u9762\u81ea\u52a8\u6dfb\u52a0\u57cb\u70b9\u903b\u8f91\n<\/li>\n
  2. \u6570\u636e\u4f20\u8f93<\/strong>\uff1a\u91c7\u7528Apache Kafka\u6216\u76f4\u63a5HTTP\u4e0a\u62a5\u7684\u65b9\u5f0f\uff0c\u5c06Span\u6570\u636e\u53d1\u9001\u5230\u6536\u96c6\u5668\u8fdb\u884c\u6e05\u6d17\u548c\u805a\u5408\n<\/li>\n
  3. \u5b58\u50a8\u4f18\u5316<\/strong>\uff1a\u9488\u5bf9\u65f6\u5e8f\u6570\u636e\u7279\u6027\uff0cElasticsearch\u7684\u65f6\u95f4\u5e8f\u5217\u7d22\u5f15\u4e0eCassandra\u7684\u5bbd\u8868\u5b58\u50a8\u6210\u4e3a\u4e3b\u6d41\u9009\u62e9\n<\/li>\n
  4. \u667a\u80fd\u5206\u6790<\/strong>\uff1a\u901a\u8fc7_\u706b\u7130\u56fe_\u76f4\u89c2\u5c55\u793a\u8017\u65f6\u74f6\u9888\uff0c\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u8bc6\u522b\u5f02\u5e38\u8c03\u7528\u6a21\u5f0f\n<\/li>\n<\/ol>\n

    \u67d0\u8de8\u5883\u7535\u5546\u5e73\u53f0\u66fe\u901a\u8fc7\u52a8\u6001\u91c7\u6837\u7b56\u7565<\/strong>\u5c06\u5b58\u50a8\u6210\u672c\u964d\u4f4e60%\uff0c\u5176\u6838\u5fc3\u662f\u4f18\u5148\u91c7\u96c6\u9519\u8bef\u8bf7\u6c42\u548c\u9ad8\u5ef6\u8fdf\u8c03\u7528\u7684\u5b8c\u6574\u94fe\u8def\uff0c\u800c\u5bf9\u6b63\u5e38\u8bf7\u6c42\u8fdb\u884c\u6982\u7387\u91c7\u6837\u3002\u8fd9\u79cd\u667a\u80fd\u53d6\u820d\u673a\u5236\u5728\u65e5\u5747\u767e\u4ebf\u7ea7\u8c03\u7528\u91cf\u7684\u7cfb\u7edf\u4e2d\u5c55\u73b0\u51fa\u663e\u8457\u4f18\u52bf\u3002<\/p>\n

    \u4e09\u3001\u6280\u672f\u9009\u578b\u7684\u591a\u7ef4\u535a\u5f08\u4e0e\u6700\u4f73\u5b9e\u8df5<\/h3>\n

    \u5f00\u6e90\u751f\u6001\u4e2d\uff0cZipkin\u4e0eJaeger\u7684\u6289\u62e9\u5e38\u4ee4\u67b6\u6784\u5e08\u9677\u5165\u6c89\u601d\u3002Zipkin\u51ed\u501f\u7b80\u6d01\u7684UI\u548c\u8f7b\u91cf\u7ea7\u90e8\u7f72\u5360\u636e\u4f18\u52bf\uff0c\u4f46Jaeger\u7684_\u591a\u79df\u6237\u652f\u6301_\u548c\u66f4\u5f3a\u5927\u7684\u67e5\u8be2\u8bed\u6cd5\u66f4\u9002\u5408\u5927\u578b\u4f01\u4e1a\u3002\u5546\u4e1a\u65b9\u6848\u5982Dynatrace\u7684\u81ea\u52a8\u6839\u56e0\u5206\u6790<\/a>\u529f\u80fd\uff0c\u80fd\u57283\u5206\u949f\u5185\u5b9a\u4f4d95%\u7684\u6545\u969c\u6e90\uff0c\u4f46\u6bcf\u5e74\u767e\u4e07\u7ea7\u7684\u6388\u6743\u8d39\u7528\u8ba9\u4e2d\u5c0f\u4f01\u4e1a\u671b\u800c\u5374\u6b65\u3002<\/p>\n

    \u6df7\u5408\u4e91\u73af\u5883\u4e0b\u7684\u8ffd\u8e2a\u9700\u8981\u7279\u522b\u6ce8\u610f\u8de8\u7f51\u7edc\u8fb9\u754c\u7684\u6570\u636e\u8d2f\u901a<\/strong>\u3002\u67d0\u91d1\u878d\u79d1\u6280\u516c\u53f8\u7684\u5b9e\u8df5\u8868\u660e\uff0c\u5728Kubernetes\u96c6\u7fa4\u5185\u90e8\u7f72OpenTelemetry<\/a> Collector\u4f5c\u4e3a\u6570\u636e\u4e2d\u8f6c\u7ad9\uff0c\u65e2\u80fd\u89e3\u51b3\u591a\u534f\u8bae\u8f6c\u6362\u95ee\u9898\uff0c\u53c8\u53ef\u5b9e\u73b0\u654f\u611f\u6570\u636e\u7684\u8131\u654f\u5904\u7406\u3002\u5176\u8c03\u7528\u94fe\u51c6\u786e\u7387\u4ece\u521d\u671f72%\u63d0\u5347\u81f399.3%\uff0c\u5173\u952e\u8def\u5f84\u7684\u7aef\u5230\u7aef\u8ffd\u8e2a\u5ef6\u8fdf\u63a7\u5236\u5728200ms\u4ee5\u5185\u3002<\/p>\n

    \u56db\u3001\u7a81\u7834\u6027\u6280\u672f\u5e26\u6765\u7684\u8303\u5f0f\u53d8\u9769<\/h3>\n

    \u670d\u52a1\u7f51\u683c\uff08Service Mesh\uff09\u7684\u5174\u8d77\u6b63\u5728\u91cd\u5851\u8c03\u7528\u94fe\u8ffd\u8e2a\u7684\u5f62\u6001\u3002Istio\u7b49sidecar\u4ee3\u7406\u901a\u8fc7\u52ab\u6301\u670d\u52a1\u6d41\u91cf\uff0c\u5b9e\u73b0\u4e86\u96f6\u4fb5\u5165\u5f0f\u57cb\u70b9<\/em>\u3002\u8fd9\u79cd\u67b6\u6784\u4e0b\uff0c\u4e1a\u52a1\u56e2\u961f\u65e0\u9700\u5173\u6ce8\u8ffd\u8e2a\u5b9e\u73b0\u7ec6\u8282\uff0c\u8fd0\u7ef4\u4eba\u5458\u5374\u80fd\u83b7\u5f97\u66f4\u7cbe\u7ec6\u5316\u7684\u7f51\u7edc\u5c42\u6307\u6807\u3002\u4e91\u539f\u751f\u76d1\u63a7\u4f53\u7cfb\u66f4\u5c06\u8c03\u7528\u94fe\u6570\u636e\u4e0e\u65e5\u5fd7\u3001\u6307\u6807\u8fdb\u884c\u5173\u8054\u5206\u6790\uff0c\u4f7f\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4\uff08MTTR\uff09\u7f29\u77ed\u4e8640%\u3002<\/p>\n

    AI\u9a71\u52a8\u7684\u667a\u80fd\u5206\u6790<\/strong>\u6b63\u5728\u6253\u5f00\u65b0\u7684\u53ef\u80fd\u6027\u3002\u901a\u8fc7\u8bad\u7ec3LSTM\u795e\u7ecf\u7f51\u7edc\u8bc6\u522b\u5386\u53f2\u8c03\u7528\u6a21\u5f0f\uff0c\u7cfb\u7edf\u53ef\u63d0\u524d30\u5206\u949f\u9884\u6d4b\u670d\u52a1\u96ea\u5d29\u98ce\u9669\u3002\u67d0\u5934\u90e8\u89c6\u9891\u5e73\u53f0\u7684\u5e94\u7528\u6848\u4f8b\u663e\u793a\uff0c\u8fd9\u79cd\u9884\u6d4b\u6027\u76d1\u63a7\u4f7f\u9ad8\u5cf0\u671f\u670d\u52a1\u4e2d\u65ad\u6b21\u6570\u4e0b\u964d\u4e8683%\uff0c\u7528\u6237\u4f53\u9a8c\u8bc4\u5206\u63d0\u5347\u4e862.7\u4e2a\u70b9\u3002<\/p>\n

    \u5728\u4e91\u539f\u751f\u4e0e\u667a\u80fd\u8fd0\u7ef4\u7684\u53cc\u91cd\u9a71\u52a8\u4e0b\uff0c\u670d\u52a1\u95f4\u8c03\u7528\u94fe\u5206\u6790\u5df2\u8d85\u8d8a\u4f20\u7edf\u7684\u76d1\u63a7\u8303\u7574\uff0c\u6f14\u53d8\u4e3a\u4fdd\u969c\u5fae\u670d\u52a1\u67b6\u6784\u7a33\u5b9a\u6027\u7684\u6838\u5fc3\u795e\u7ecf\u7cfb\u7edf\u3002\u5f53\u6bcf\u4e00\u4e2a\u8de8\u670d\u52a1\u8c03\u7528\u90fd\u80fd\u88ab\u7cbe\u51c6\u8ffd\u8e2a\u548c\u667a\u80fd\u89e3\u6790\uff0c\u5de5\u7a0b\u5e08\u624d\u80fd\u771f\u6b63\u4ece”\u6551\u706b\u961f\u5458”\u8f6c\u578b\u4e3a”\u7cfb\u7edf\u533b\u751f”\uff0c\u5728\u95ee\u9898\u840c\u82bd\u9636\u6bb5\u5c31\u5f00\u51fa\u7cbe\u51c6\u7684\u6cbb\u7406\u5904\u65b9\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

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