{"id":34393,"date":"2025-03-10T17:15:31","date_gmt":"2025-03-10T09:15:31","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=34393"},"modified":"2025-03-10T17:15:31","modified_gmt":"2025-03-10T09:15:31","slug":"%e5%a6%82%e4%bd%95%e5%88%a9%e7%94%a8%e5%85%a8%e6%a0%88%e9%93%be%e8%b7%af%e8%bf%bd%e8%b8%aa%e6%8f%90%e5%8d%87%e7%b3%bb%e7%bb%9f%e7%9a%84%e5%ae%b9%e9%94%99%e8%83%bd%e5%8a%9b%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/34393.html","title":{"rendered":"\u5982\u4f55\u5229\u7528\u5168\u6808\u94fe\u8def\u8ffd\u8e2a\u63d0\u5347\u7cfb\u7edf\u7684\u5bb9\u9519\u80fd\u529b\uff1f"},"content":{"rendered":"

\n

\"\u5982\u4f55\u5229\u7528\u5168\u6808\u94fe\u8def\u8ffd\u8e2a\u63d0\u5347\u7cfb\u7edf\u7684\u5bb9\u9519\u80fd\u529b\uff1f\"<\/p>\n<\/p>\n

\n

\u5728\u6570\u5b57\u5316\u6d6a\u6f6e\u5e2d\u5377\u5168\u7403\u7684\u4eca\u5929\uff0c\u67d0\u7535\u5546\u5e73\u53f0\u66fe\u56e0\u4e00\u6b21\u4fc3\u9500\u6d3b\u52a8\u7684\u77ac\u65f6\u6d41\u91cf\u6fc0\u589e\u5bfc\u81f4\u670d\u52a1\u96ea\u5d29\uff0c\u76f4\u63a5\u9020\u6210\u5355\u65e5\u635f\u5931\u8d852000\u4e07\u5143\u3002\u8fd9\u7c7b\u4e8b\u4ef6\u63ed\u793a\u4e86\u4e00\u4e2a\u6b8b\u9177\u73b0\u5b9e\uff1a\u5f53\u7cfb\u7edf\u590d\u6742\u5ea6\u6307\u6570\u7ea7\u589e\u957f\u65f6\uff0c\u4f20\u7edf\u7684\u76d1\u63a7\u624b\u6bb5\u5df2\u96be\u4ee5\u5e94\u5bf9\u5fae\u670d\u52a1\u67b6\u6784<\/strong>\u4e0b\u9519\u7efc\u590d\u6742\u7684\u6545\u969c\u4f20\u5bfc\u94fe\u6761\u3002\u5168\u6808\u94fe\u8def\u8ffd\u8e2a<\/strong>\uff08Full-stack Distributed Tracing\uff09\u6b63\u662f\u5728\u8fd9\u79cd\u80cc\u666f\u4e0b\uff0c\u4ece\u6280\u672f\u6cbb\u7406\u7684\u5e55\u540e\u8d70\u5411\u53f0\u524d\uff0c\u6210\u4e3a\u6784\u5efa\u7cfb\u7edf\u97e7\u6027\u62a4\u57ce\u6cb3\u7684\u6838\u5fc3\u5de5\u5177\u3002<\/p>\n

\n

\u4e00\u3001\u7a7f\u900f\u5206\u5e03\u5f0f\u8ff7\u96fe\uff1a\u94fe\u8def\u8ffd\u8e2a\u5982\u4f55\u91cd\u65b0\u5b9a\u4e49\u6545\u969c\u6cbb\u7406<\/h3>\n

\u5728\u5355\u4f53\u67b6\u6784\u65f6\u4ee3\uff0c\u6545\u969c\u5b9a\u4f4d\u5982\u540c\u5728\u900f\u660e\u7ba1\u9053\u4e2d\u5bfb\u627e\u5835\u585e\u70b9\u3002\u800c\u73b0\u4ee3\u4e91\u539f\u751f\u67b6\u6784<\/strong>\u5c06\u4e1a\u52a1\u62c6\u5206\u6210\u6570\u767e\u4e2a\u5fae\u670d\u52a1\uff0c\u4e00\u6b21\u7528\u6237\u8bf7\u6c42\u53ef\u80fd\u8de8\u8d8a20+\u670d\u52a1\u8282\u70b9\u3002\u5f53\u67d0\u4e2a\u6570\u636e\u5e93\u8fde\u63a5\u6c60\u51fa\u73b0\u5f02\u5e38\uff0c\u4f20\u7edf\u65e5\u5fd7\u76d1\u63a7\u5f80\u5f80\u53ea\u80fd\u5728\u670d\u52a1\u5d29\u6e83\u540e\u5448\u73b0\u788e\u7247\u5316\u4fe1\u606f\uff0c\u800c\u5168\u94fe\u8def\u8ffd\u8e2a\u901a\u8fc7\u552f\u4e00TraceID<\/strong>\uff0c\u50cfDNA\u6d4b\u5e8f\u822c\u5b8c\u6574\u8bb0\u5f55\u8bf7\u6c42\u5728\u7f51\u5173\u3001\u670d\u52a1\u7f51\u683c\u3001\u6570\u636e\u5e93\u7b49\u5404\u5c42\u7ea7\u7684\u6d41\u8f6c\u8def\u5f84\u3002<\/p>\n

\u67d0\u5934\u90e8\u91d1\u878d\u79d1\u6280\u516c\u53f8\u7684\u5b9e\u8df5\u5370\u8bc1\u4e86\u8fd9\u79cd\u53d8\u9769\uff1a\u90e8\u7f72OpenTelemetry\u6807\u51c6\u6846\u67b6<\/strong>\u540e\uff0c\u5e73\u5747\u6545\u969c\u5b9a\u4f4d\u65f6\u95f4\u4ece43\u5206\u949f\u7f29\u77ed\u81f38\u5206\u949f\u3002\u5176\u6838\u5fc3\u5728\u4e8e\u6784\u5efa\u4e86\u5305\u542b\u9ec4\u91d1\u6307\u6807\uff08Golden Signals\uff09<\/strong>\u7684\u53ef\u89c2\u6d4b\u6027\u4f53\u7cfb\u2014\u2014\u4e0d\u4ec5\u8ffd\u8e2a\u8bf7\u6c42\u6210\u529f\u7387\u3001\u5ef6\u8fdf\u7b49\u8868\u5c42\u6307\u6807\uff0c\u66f4\u80fd\u901a\u8fc7Span\u95f4\u7236\u5b50\u5173\u7cfb\u76f4\u89c2\u5448\u73b0\u5f02\u5e38\u4f20\u64ad\u8def\u5f84\uff0c\u5b9e\u73b0\u4ece”\u770b\u89c1\u6545\u969c”\u5230”\u9884\u5224\u6545\u969c”\u7684\u8d28\u53d8\u3002<\/p>\n

\n

\u4e8c\u3001\u6784\u5efa\u5bb9\u9519\u4f53\u7cfb\u7684\u56db\u91cd\u9632\u5fa1\u673a\u5236<\/h3>\n
    \n
  1. \n

    \u6545\u969c\u6ce8\u5165\u53ef\u89c6\u5316<\/strong>
    \n\u5728\u6df7\u6c8c\u5de5\u7a0b\u5b9e\u8df5\u4e2d\uff0cJaeger\u3001SkyWalking<\/a><\/strong>\u7b49\u5de5\u5177\u8bb0\u5f55\u7684\u4eba\u4e3a\u6545\u969c\u6ce8\u5165\u8f68\u8ff9\uff0c\u4e3a\u7cfb\u7edf\u5f31\u70b9\u7ed8\u5236\u51fa\u7cbe\u51c6”\u70ed\u529b\u56fe”\u3002\u67d0\u89c6\u9891\u5e73\u53f0\u901a\u8fc7\u6a21\u62dfIDC\u673a\u623f\u65ad\u7f51\uff0c\u53d1\u73b0\u5176\u63a8\u8350\u670d\u52a1\u964d\u7ea7\u7b56\u7565\u5b58\u5728\u7ea7\u8054\u5931\u6548\u98ce\u9669\uff0c\u6b63\u662f\u901a\u8fc7\u8ffd\u8e2a\u6570\u636e\u91cd\u6784\u51fa\u6545\u969c\u6269\u6563\u6a21\u578b\u3002<\/p>\n<\/li>\n

  2. \n

    \u52a8\u6001\u7194\u65ad\u51b3\u7b56<\/strong>
    \n\u5f53\u67d0\u652f\u4ed8\u63a5\u53e3\u54cd\u5e94\u65f6\u95f4\u7a81\u7834P99\u9608\u503c<\/strong>\uff0c\u4f20\u7edf\u7194\u65ad\u7b56\u7565\u53ef\u80fd\u8bef\u4f24\u6b63\u5e38\u8bf7\u6c42\u3002\u7ed3\u5408\u94fe\u8def\u8ffd\u8e2a\u7684\u81ea\u9002\u5e94\u7194\u65ad\u7b97\u6cd5<\/strong>\uff0c\u80fd\u51c6\u786e\u8bc6\u522b\u5f02\u5e38\u8c03\u7528\u94fe\u7279\u5f81\u3002\u4f8b\u5982\u5f53\u68c0\u6d4b\u5230MySQL\u8fde\u63a5\u6c60\u8017\u5c3d\u5f15\u53d1\u7684\u8fde\u9501\u53cd\u5e94\uff0c\u7cfb\u7edf\u53ef\u81ea\u52a8\u9694\u79bb\u95ee\u9898\u6570\u636e\u5e93\u5b9e\u4f8b\u800c\u975e\u6574\u4e2a\u670d\u52a1\u96c6\u7fa4\u3002<\/p>\n<\/li>\n

  3. \n

    \u667a\u80fd\u6839\u56e0\u5206\u6790<\/a><\/strong>
    \n\u57fa\u4e8e\u8ffd\u8e2a\u65e5\u5fd7\u6784\u5efa\u7684\u670d\u52a1\u4f9d\u8d56\u56fe\u8c31<\/strong>\uff0c\u4f7fAIops\u7cfb\u7edf\u80fd\u50cf\u8001\u4e2d\u533b”\u628a\u8109”\u822c\u5b9a\u4f4d\u75c5\u7076\u3002\u67d0\u7269\u6d41\u5e73\u53f0\u91c7\u7528\u7684\u56e0\u679c\u63a8\u7406\u5f15\u64ce\uff0c\u901a\u8fc7\u5206\u6790Span\u4e2d\u7684\u9519\u8bef\u6807\u7b7e\u4e0e\u8d44\u6e90\u6307\u6807\u5173\u8054\u6027\uff0c\u5c06\u8d85\u65f6\u6545\u969c\u7684\u6839\u56e0\u5b9a\u4f4d\u51c6\u786e\u7387\u63d0\u5347\u81f392%\u3002<\/p>\n<\/li>\n

  4. \n

    \u5bb9\u91cf\u89c4\u5212\u9884\u6d4b<\/strong>
    \n\u5728”\u53cc11”\u5927\u4fc3\u524d\uff0c\u67d0\u7535\u5546\u901a\u8fc7\u5386\u53f2\u8ffd\u8e2a\u6570\u636e\u5206\u6790\u51fa\u5e93\u5b58\u670d\u52a1\u7684\u7ebf\u7a0b\u6c60\u5bb9\u91cf\u4e34\u754c\u70b9<\/strong>\uff0c\u63d0\u524d\u5b9e\u65bd\u5f39\u6027\u6269\u5bb9\u3002\u8fd9\u79cd\u57fa\u4e8e\u771f\u5b9e\u8c03\u7528\u94fe\u7684\u5bb9\u91cf\u5efa\u6a21\uff0c\u6bd4\u4f20\u7edf\u538b\u529b\u6d4b\u8bd5\u9884\u6d4b\u7cbe\u5ea6\u63d0\u534737%\u3002<\/p>\n<\/li>\n<\/ol>\n

    \n

    \u4e09\u3001\u843d\u5730\u5b9e\u8df5\u4e2d\u7684\u4e94\u4e2a\u5173\u952e\u8de8\u8d8a<\/h3>\n
      \n
    1. \n

      \u6807\u51c6\u5316\u57cb\u70b9\u89c4\u8303<\/strong>
      \n\u907f\u514d”\u6570\u636e\u5b64\u5c9b”\u7684\u5173\u952e\u5728\u4e8e\u7edf\u4e00\u91c7\u7528W3C Trace Context<\/strong>\u6807\u51c6\uff0c\u786e\u4fdd\u5404\u56e2\u961f\u5f00\u53d1\u7684\u5fae\u670d\u52a1\u80fd\u65e0\u7f1d\u8854\u63a5\u8ffd\u8e2a\u4e0a\u4e0b\u6587\u3002\u67d0\u8de8\u56fd\u4f01\u4e1a\u901a\u8fc7\u5236\u5b9a\u5f3a\u5236\u4ee3\u7801\u5ba1\u67e5\u89c4\u8303\uff0c\u4f7f\u8de8\u533a\u57df\u670d\u52a1\u7684\u8ffd\u8e2a\u5b8c\u6574\u5ea6\u4ece68%\u63d0\u5347\u81f399%\u3002<\/p>\n<\/li>\n

    2. \n

      \u91c7\u6837\u7b56\u7565\u4f18\u5316<\/strong>
      \n\u5168\u91cf\u91c7\u96c6\u867d\u7406\u60f3\uff0c\u4f46\u53ef\u80fd\u5f15\u53d1\u5b58\u50a8\u98ce\u66b4\u3002\u52a8\u6001\u91c7\u6837\u6280\u672f\u6839\u636e\u9519\u8bef\u7387\u3001\u5ef6\u8fdf\u7387<\/strong>\u667a\u80fd\u8c03\u6574\u91c7\u96c6\u9891\u7387\uff0c\u67d0\u793e\u4ea4\u5e73\u53f0\u501f\u6b64\u5c06\u5b58\u50a8\u6210\u672c\u964d\u4f4e80%\u7684\u540c\u65f6\uff0c\u5173\u952e\u8def\u5f84\u8986\u76d6\u7387\u4ecd\u4fdd\u630195%\u4ee5\u4e0a\u3002<\/p>\n<\/li>\n

    3. \n

      \u654f\u611f\u6570\u636e\u8131\u654f<\/strong>
      \n\u5728\u8ffd\u8e2a\u91d1\u878d\u4ea4\u6613\u94fe\u8def\u65f6\uff0c\u91c7\u7528\u5b57\u6bb5\u7ea7\u6570\u636e\u906e\u853d\u6280\u672f<\/strong>\uff0c\u65e2\u4fdd\u7559\u8c03\u7528\u5173\u7cfb\u53c8\u7b26\u5408GDPR\u5408\u89c4\u8981\u6c42\u3002\u67d0\u94f6\u884c\u8bbe\u8ba1\u7684\u5b9e\u65f6\u8131\u654f\u7ba1\u9053\uff0c\u5904\u7406\u5ef6\u8fdf\u63a7\u5236\u57283ms\u5185\u3002<\/p>\n<\/li>\n

    4. \n

      \u591a\u7ef4\u5ea6\u5173\u8054\u5206\u6790<\/strong>
      \n\u5c06\u8ffd\u8e2a\u6570\u636e\u4e0e\u65e5\u5fd7\u3001\u6307\u6807\u8fdb\u884c\u4e09\u7ef4\u5173\u8054<\/strong>\uff0c\u67d0\u4e91\u670d\u52a1\u5546\u901a\u8fc7ELK+      Prometheus<\/a>+Jaeger\u7684\u8054\u52a8\u5206\u6790\uff0c\u7cbe\u51c6\u8bc6\u522b\u51faKubernetes\u8c03\u5ea6\u5f02\u5e38\u5bfc\u81f4\u7684\u5076\u53d1\u6027\u8d85\u65f6\u3002<\/p>\n<\/li>\n

    5. \n

      \u53ef\u89c6\u5316\u53d9\u4e8b\u6784\u5efa<\/strong>
      \n\u901a\u8fc7Grafana Tempo<\/strong>\u7b49\u5de5\u5177\u5c06\u590d\u6742\u8c03\u7528\u94fe\u8f6c\u5316\u4e3a\u6545\u4e8b\u7ebf\uff0c\u67d0\u8fd0\u7ef4\u56e2\u961f\u4ec5\u97005\u5206\u949f\u5373\u53ef\u5b8c\u6210\u8fc7\u53bb\u9700\u8981\u4e13\u5bb6\u4f1a\u8bca2\u5c0f\u65f6\u7684\u6545\u969c\u590d\u76d8\u3002<\/p>\n<\/li>\n<\/ol>\n

      \n

      \u56db\u3001\u6280\u672f\u6f14\u8fdb\u7684\u4e0b\u4e00\u7ad9\uff1aAI\u589e\u5f3a\u578b\u8ffd\u8e2a<\/h3>\n

      \u5f53GPT-4\u5f00\u59cb\u7406\u89e3\u5206\u5e03\u5f0f\u7cfb\u7edf\uff0c\u8ffd\u8e2a\u6280\u672f\u6b63\u7ecf\u5386\u9769\u547d\u6027\u8fdb\u5316\u3002\u5fae\u8f6f\u6700\u65b0\u53d1\u5e03\u7684DeepTriage<\/strong>\u7cfb\u7edf\uff0c\u901a\u8fc7\u5206\u6790\u767e\u4e07\u6761\u5386\u53f2\u8ffd\u8e2a\u8bb0\u5f55\uff0c\u80fd\u81ea\u52a8\u751f\u6210\u4fee\u590d\u5efa\u8bae\u3002\u800c\u5728\u8fb9\u7f18\u8ba1\u7b97\u573a\u666f\uff0c\u8f7b\u91cf\u5316AI\u6a21\u578b<\/strong>\u5df2\u80fd\u5728\u8bbe\u5907\u7aef\u5b9e\u65f6\u9884\u6d4b\u94fe\u8def\u5f02\u5e38\uff0c\u67d0\u667a\u80fd\u5236\u9020\u4f01\u4e1a\u501f\u6b64\u5c06\u4ea7\u7ebf\u505c\u673a\u65f6\u95f4\u7f29\u77ed62%\u3002<\/p>\n

      \u91cf\u5b50\u52a0\u5bc6\u8ffd\u8e2a<\/strong>\u6280\u672f\u7684\u5b9e\u9a8c\u5ba4\u7a81\u7834\uff0c\u5219\u89e3\u51b3\u4e86\u91d1\u878d\u7ea7\u7cfb\u7edf\u5bf9\u8ffd\u8e2a\u6570\u636e\u5b89\u5168\u6027\u7684\u6781\u81f4\u8981\u6c42\u3002\u901a\u8fc7\u91cf\u5b50\u5bc6\u94a5\u5206\u53d1\uff0c\u67d0\u8bc1\u5238\u4ea4\u6613\u6240\u5b9e\u73b0\u4e86\u4ea4\u6613\u94fe\u8def\u8ffd\u8e2a\u7684\u7aef\u5230\u7aef\u9632\u7be1\u6539\uff0c\u4e3a\u9ad8\u9891\u4ea4\u6613\u7cfb\u7edf\u6784\u7b51\u8d77\u65b0\u7684\u5b89\u5168\u5c4f\u969c\u3002<\/p>\n

      \n

      \u4e94\u3001\u7834\u5c40\u8005\u7684\u542f\u793a\u5f55<\/h3>\n

      \u5728 Netflix \u7684”\u6df7\u6c8c\u7334”\u80cc\u540e\uff0c\u662f\u65e5\u5747\u5904\u7406500\u4ebf\u6761Span\u7684\u8ffd\u8e2a\u7cfb\u7edf\u652f\u6491\u3002\u5f53\u67d0\u6b21AWS\u533a\u57df\u6545\u969c\u53d1\u751f\u65f6\uff0c\u5de5\u7a0b\u5e08\u901a\u8fc7\u8ffd\u8e2a\u56fe\u8c31\u5feb\u901f\u5c06\u6d41\u91cf\u5207\u6362\u81f3Google Cloud\uff0c\u6574\u4e2a\u8fc7\u7a0b\u7528\u6237\u65e0\u611f\u77e5\u3002\u8fd9\u5370\u8bc1\u4e86\u73b0\u4ee3\u7cfb\u7edf\u5bb9\u9519\u80fd\u529b\u7684\u672c\u8d28\uff1a\u4e0d\u662f\u8ffd\u6c42\u96f6\u6545\u969c\uff0c\u800c\u662f\u5efa\u7acb\u6545\u969c\u53d1\u751f\u65f6\u4f18\u96c5\u964d\u7ea7\u7684\u80fd\u529b<\/strong>\u3002<\/p>\n

      \u56fd\u5185\u67d0\u667a\u80fd\u9a7e\u9a76\u4f01\u4e1a\u7684\u6848\u4f8b\u66f4\u5177\u542f\u53d1\u6027\uff1a\u901a\u8fc7\u5728\u8f66\u7aef\u90e8\u7f72\u5fae\u578b\u8ffd\u8e2a\u4ee3\u7406\uff0c\u6210\u529f\u6355\u6349\u5230\u6781\u7aef\u5929\u6c14\u4e0b\u591a\u4e2a\u4f20\u611f\u5668\u6570\u636e\u4e0d\u540c\u6b65\u7684\u5fae\u5999\u65f6\u5e8f\u95ee\u9898\u3002\u8fd9\u79cd\u5c06\u8ffd\u8e2a\u8fb9\u754c\u6269\u5c55\u5230\u7269\u8054\u7f51\u7ec8\u7aef\u7684\u5b9e\u8df5\uff0c\u6b63\u5728\u91cd\u65b0\u5b9a\u4e49\u5168\u6808\uff08Full-stack\uff09\u7684\u5185\u6db5\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

      \u5728\u6570\u5b57\u5316\u6d6a\u6f6e\u5e2d\u5377\u5168\u7403\u7684\u4eca\u5929\uff0c\u67d0\u7535\u5546\u5e73\u53f0\u66fe\u56e0\u4e00\u6b21\u4fc3\u9500\u6d3b\u52a8\u7684\u77ac\u65f6\u6d41\u91cf\u6fc0\u589e\u5bfc\u81f4\u670d\u52a1\u96ea\u5d29\uff0c\u76f4\u63a5\u9020\u6210\u5355\u65e5\u635f\u5931\u8d852000\u4e07\u5143\u3002\u8fd9\u7c7b\u4e8b\u4ef6\u63ed\u793a\u4e86\u4e00\u4e2a\u6b8b\u9177\u73b0\u5b9e\uff1a\u5f53\u7cfb\u7edf\u590d\u6742\u5ea6\u6307\u6570\u7ea7\u589e\u957f\u65f6\uff0c\u4f20\u7edf\u7684\u76d1\u63a7\u624b\u6bb5\u5df2\u96be\u4ee5\u5e94\u5bf9\u5fae\u670d\u52a1\u67b6\u6784\u4e0b\u9519\u7efc\u590d\u6742\u7684\u6545\u969c\u4f20\u5bfc\u94fe\u6761\u3002\u5168\u6808\u94fe\u8def\u8ffd\u8e2a\uff08Full-stack Distributed Tracing\uff09\u6b63\u662f\u5728\u8fd9\u79cd\u80cc\u666f\u4e0b\uff0c\u4ece\u6280\u672f\u6cbb\u7406\u7684\u5e55\u540e\u8d70\u5411\u53f0\u524d\uff0c\u6210\u4e3a\u6784\u5efa\u7cfb\u7edf\u97e7\u6027\u62a4\u57ce\u6cb3\u7684\u6838\u5fc3\u5de5\u5177\u3002 \u4e00\u3001\u7a7f\u900f\u5206\u5e03\u5f0f\u8ff7\u96fe\uff1a\u94fe\u8def\u8ffd\u8e2a\u5982\u4f55\u91cd\u65b0\u5b9a\u4e49\u6545\u969c\u6cbb\u7406 \u5728\u5355\u4f53\u67b6\u6784\u65f6\u4ee3\uff0c\u6545\u969c\u5b9a\u4f4d\u5982\u540c\u5728\u900f\u660e\u7ba1\u9053\u4e2d\u5bfb\u627e\u5835\u585e\u70b9\u3002\u800c\u73b0\u4ee3\u4e91\u539f\u751f\u67b6\u6784\u5c06\u4e1a\u52a1\u62c6\u5206\u6210\u6570\u767e\u4e2a\u5fae\u670d\u52a1\uff0c\u4e00\u6b21\u7528\u6237\u8bf7\u6c42\u53ef\u80fd\u8de8\u8d8a20+\u670d\u52a1\u8282\u70b9\u3002\u5f53\u67d0\u4e2a\u6570\u636e\u5e93\u8fde\u63a5\u6c60\u51fa\u73b0\u5f02\u5e38\uff0c\u4f20\u7edf\u65e5\u5fd7\u76d1\u63a7\u5f80\u5f80\u53ea\u80fd\u5728\u670d\u52a1\u5d29\u6e83\u540e\u5448\u73b0\u788e\u7247\u5316\u4fe1\u606f\uff0c\u800c\u5168\u94fe\u8def\u8ffd\u8e2a\u901a\u8fc7\u552f\u4e00TraceID\uff0c\u50cfDNA\u6d4b\u5e8f\u822c\u5b8c\u6574\u8bb0\u5f55\u8bf7\u6c42\u5728\u7f51\u5173\u3001\u670d\u52a1\u7f51\u683c\u3001\u6570\u636e\u5e93\u7b49\u5404\u5c42\u7ea7\u7684\u6d41\u8f6c\u8def\u5f84\u3002 \u67d0\u5934\u90e8\u91d1\u878d\u79d1\u6280\u516c\u53f8\u7684\u5b9e\u8df5\u5370\u8bc1\u4e86\u8fd9\u79cd\u53d8\u9769\uff1a\u90e8\u7f72OpenTelemetry\u6807\u51c6\u6846\u67b6\u540e\uff0c\u5e73\u5747\u6545\u969c\u5b9a\u4f4d\u65f6\u95f4\u4ece43\u5206\u949f\u7f29\u77ed\u81f38\u5206\u949f\u3002\u5176\u6838\u5fc3\u5728\u4e8e\u6784\u5efa\u4e86\u5305\u542b\u9ec4\u91d1\u6307\u6807\uff08Golden Signals\uff09\u7684\u53ef\u89c2\u6d4b\u6027\u4f53\u7cfb\u2014\u2014\u4e0d\u4ec5\u8ffd\u8e2a\u8bf7\u6c42\u6210\u529f\u7387\u3001\u5ef6\u8fdf\u7b49\u8868\u5c42\u6307\u6807\uff0c\u66f4\u80fd\u901a\u8fc7Span\u95f4\u7236\u5b50\u5173\u7cfb\u76f4\u89c2\u5448\u73b0\u5f02\u5e38\u4f20\u64ad\u8def\u5f84\uff0c\u5b9e\u73b0\u4ece”\u770b\u89c1\u6545\u969c”\u5230”\u9884\u5224\u6545\u969c”\u7684\u8d28\u53d8\u3002 \u4e8c\u3001\u6784\u5efa\u5bb9\u9519\u4f53\u7cfb\u7684\u56db\u91cd\u9632\u5fa1\u673a\u5236 \u6545\u969c\u6ce8\u5165\u53ef\u89c6\u5316 \u5728\u6df7\u6c8c\u5de5\u7a0b\u5b9e\u8df5\u4e2d\uff0cJaeger\u3001SkyWalking\u7b49\u5de5\u5177\u8bb0\u5f55\u7684\u4eba\u4e3a\u6545\u969c\u6ce8\u5165\u8f68\u8ff9\uff0c\u4e3a\u7cfb\u7edf\u5f31\u70b9\u7ed8\u5236\u51fa\u7cbe\u51c6”\u70ed\u529b\u56fe”\u3002\u67d0\u89c6\u9891\u5e73\u53f0\u901a\u8fc7\u6a21\u62dfIDC\u673a\u623f\u65ad\u7f51\uff0c\u53d1\u73b0\u5176\u63a8\u8350\u670d\u52a1\u964d\u7ea7\u7b56\u7565\u5b58\u5728\u7ea7\u8054\u5931\u6548\u98ce\u9669\uff0c\u6b63\u662f\u901a\u8fc7\u8ffd\u8e2a\u6570\u636e\u91cd\u6784\u51fa\u6545\u969c\u6269\u6563\u6a21\u578b\u3002 \u52a8\u6001\u7194\u65ad\u51b3\u7b56 \u5f53\u67d0\u652f\u4ed8\u63a5\u53e3\u54cd\u5e94\u65f6\u95f4\u7a81\u7834P99\u9608\u503c\uff0c\u4f20\u7edf\u7194\u65ad\u7b56\u7565\u53ef\u80fd\u8bef\u4f24\u6b63\u5e38\u8bf7\u6c42\u3002\u7ed3\u5408\u94fe\u8def\u8ffd\u8e2a\u7684\u81ea\u9002\u5e94\u7194\u65ad\u7b97\u6cd5\uff0c\u80fd\u51c6\u786e\u8bc6\u522b\u5f02\u5e38\u8c03\u7528\u94fe\u7279\u5f81\u3002\u4f8b\u5982\u5f53\u68c0\u6d4b\u5230MySQL\u8fde\u63a5\u6c60\u8017\u5c3d\u5f15\u53d1\u7684\u8fde\u9501\u53cd\u5e94\uff0c\u7cfb\u7edf\u53ef\u81ea\u52a8\u9694\u79bb\u95ee\u9898\u6570\u636e\u5e93\u5b9e\u4f8b\u800c\u975e\u6574\u4e2a\u670d\u52a1\u96c6\u7fa4\u3002 \u667a\u80fd\u6839\u56e0\u5206\u6790 \u57fa\u4e8e\u8ffd\u8e2a\u65e5\u5fd7\u6784\u5efa\u7684\u670d\u52a1\u4f9d\u8d56\u56fe\u8c31\uff0c\u4f7fAIops\u7cfb\u7edf\u80fd\u50cf\u8001\u4e2d\u533b”\u628a\u8109”\u822c\u5b9a\u4f4d\u75c5\u7076\u3002\u67d0\u7269\u6d41\u5e73\u53f0\u91c7\u7528\u7684\u56e0\u679c\u63a8\u7406\u5f15\u64ce\uff0c\u901a\u8fc7\u5206\u6790Span\u4e2d\u7684\u9519\u8bef\u6807\u7b7e\u4e0e\u8d44\u6e90\u6307\u6807\u5173\u8054\u6027\uff0c\u5c06\u8d85\u65f6\u6545\u969c\u7684\u6839\u56e0\u5b9a\u4f4d\u51c6\u786e\u7387\u63d0\u5347\u81f392%\u3002 \u5bb9\u91cf\u89c4\u5212\u9884\u6d4b \u5728”\u53cc11”\u5927\u4fc3\u524d\uff0c\u67d0\u7535\u5546\u901a\u8fc7\u5386\u53f2\u8ffd\u8e2a\u6570\u636e\u5206\u6790\u51fa\u5e93\u5b58\u670d\u52a1\u7684\u7ebf\u7a0b\u6c60\u5bb9\u91cf\u4e34\u754c\u70b9\uff0c\u63d0\u524d\u5b9e\u65bd\u5f39\u6027\u6269\u5bb9\u3002\u8fd9\u79cd\u57fa\u4e8e\u771f\u5b9e\u8c03\u7528\u94fe\u7684\u5bb9\u91cf\u5efa\u6a21\uff0c\u6bd4\u4f20\u7edf\u538b\u529b\u6d4b\u8bd5\u9884\u6d4b\u7cbe\u5ea6\u63d0\u534737%\u3002 \u4e09\u3001\u843d\u5730\u5b9e\u8df5\u4e2d\u7684\u4e94\u4e2a\u5173\u952e\u8de8\u8d8a \u6807\u51c6\u5316\u57cb\u70b9\u89c4\u8303 \u907f\u514d”\u6570\u636e\u5b64\u5c9b”\u7684\u5173\u952e\u5728\u4e8e\u7edf\u4e00\u91c7\u7528W3C Trace Context\u6807\u51c6\uff0c\u786e\u4fdd\u5404\u56e2\u961f\u5f00\u53d1\u7684\u5fae\u670d\u52a1\u80fd\u65e0\u7f1d\u8854\u63a5\u8ffd\u8e2a\u4e0a\u4e0b\u6587\u3002\u67d0\u8de8\u56fd\u4f01\u4e1a\u901a\u8fc7\u5236\u5b9a\u5f3a\u5236\u4ee3\u7801\u5ba1\u67e5\u89c4\u8303\uff0c\u4f7f\u8de8\u533a\u57df\u670d\u52a1\u7684\u8ffd\u8e2a\u5b8c\u6574\u5ea6\u4ece68%\u63d0\u5347\u81f399%\u3002 \u91c7\u6837\u7b56\u7565\u4f18\u5316 \u5168\u91cf\u91c7\u96c6\u867d\u7406\u60f3\uff0c\u4f46\u53ef\u80fd\u5f15\u53d1\u5b58\u50a8\u98ce\u66b4\u3002\u52a8\u6001\u91c7\u6837\u6280\u672f\u6839\u636e\u9519\u8bef\u7387\u3001\u5ef6\u8fdf\u7387\u667a\u80fd\u8c03\u6574\u91c7\u96c6\u9891\u7387\uff0c\u67d0\u793e\u4ea4\u5e73\u53f0\u501f\u6b64\u5c06\u5b58\u50a8\u6210\u672c\u964d\u4f4e80%\u7684\u540c\u65f6\uff0c\u5173\u952e\u8def\u5f84\u8986\u76d6\u7387\u4ecd\u4fdd\u630195%\u4ee5\u4e0a\u3002 \u654f\u611f\u6570\u636e\u8131\u654f \u5728\u8ffd\u8e2a\u91d1\u878d\u4ea4\u6613\u94fe\u8def\u65f6\uff0c\u91c7\u7528\u5b57\u6bb5\u7ea7\u6570\u636e\u906e\u853d\u6280\u672f\uff0c\u65e2\u4fdd\u7559\u8c03\u7528\u5173\u7cfb\u53c8\u7b26\u5408GDPR\u5408\u89c4\u8981\u6c42\u3002\u67d0\u94f6\u884c\u8bbe\u8ba1\u7684\u5b9e\u65f6\u8131\u654f\u7ba1\u9053\uff0c\u5904\u7406\u5ef6\u8fdf\u63a7\u5236\u57283ms\u5185\u3002 \u591a\u7ef4\u5ea6\u5173\u8054\u5206\u6790 \u5c06\u8ffd\u8e2a\u6570\u636e\u4e0e\u65e5\u5fd7\u3001\u6307\u6807\u8fdb\u884c\u4e09\u7ef4\u5173\u8054\uff0c\u67d0\u4e91\u670d\u52a1\u5546\u901a\u8fc7ELK+Prometheus+Jaeger\u7684\u8054\u52a8\u5206\u6790\uff0c\u7cbe\u51c6\u8bc6\u522b\u51faKubernetes\u8c03\u5ea6\u5f02\u5e38\u5bfc\u81f4\u7684\u5076\u53d1\u6027\u8d85\u65f6\u3002 \u53ef\u89c6\u5316\u53d9\u4e8b\u6784\u5efa \u901a\u8fc7Grafana Tempo\u7b49\u5de5\u5177\u5c06\u590d\u6742\u8c03\u7528\u94fe\u8f6c\u5316\u4e3a\u6545\u4e8b\u7ebf\uff0c\u67d0\u8fd0\u7ef4\u56e2\u961f\u4ec5\u97005\u5206\u949f\u5373\u53ef\u5b8c\u6210\u8fc7\u53bb\u9700\u8981\u4e13\u5bb6\u4f1a\u8bca2\u5c0f\u65f6\u7684\u6545\u969c\u590d\u76d8\u3002 \u56db\u3001\u6280\u672f\u6f14\u8fdb\u7684\u4e0b\u4e00\u7ad9\uff1aAI\u589e\u5f3a\u578b\u8ffd\u8e2a \u5f53GPT-4\u5f00\u59cb\u7406\u89e3\u5206\u5e03\u5f0f\u7cfb\u7edf\uff0c\u8ffd\u8e2a\u6280\u672f\u6b63\u7ecf\u5386\u9769\u547d\u6027\u8fdb\u5316\u3002\u5fae\u8f6f\u6700\u65b0\u53d1\u5e03\u7684DeepTriage\u7cfb\u7edf\uff0c\u901a\u8fc7\u5206\u6790\u767e\u4e07\u6761\u5386\u53f2\u8ffd\u8e2a\u8bb0\u5f55\uff0c\u80fd\u81ea\u52a8\u751f\u6210\u4fee\u590d\u5efa\u8bae\u3002\u800c\u5728\u8fb9\u7f18\u8ba1\u7b97\u573a\u666f\uff0c\u8f7b\u91cf\u5316AI\u6a21\u578b\u5df2\u80fd\u5728\u8bbe\u5907\u7aef\u5b9e\u65f6\u9884\u6d4b\u94fe\u8def\u5f02\u5e38\uff0c\u67d0\u667a\u80fd\u5236\u9020\u4f01\u4e1a\u501f\u6b64\u5c06\u4ea7\u7ebf\u505c\u673a\u65f6\u95f4\u7f29\u77ed62%\u3002 \u91cf\u5b50\u52a0\u5bc6\u8ffd\u8e2a\u6280\u672f\u7684\u5b9e\u9a8c\u5ba4\u7a81\u7834\uff0c\u5219\u89e3\u51b3\u4e86\u91d1\u878d\u7ea7\u7cfb\u7edf\u5bf9\u8ffd\u8e2a\u6570\u636e\u5b89\u5168\u6027\u7684\u6781\u81f4\u8981\u6c42\u3002\u901a\u8fc7\u91cf\u5b50\u5bc6\u94a5\u5206\u53d1\uff0c\u67d0\u8bc1\u5238\u4ea4\u6613\u6240\u5b9e\u73b0\u4e86\u4ea4\u6613\u94fe\u8def\u8ffd\u8e2a\u7684\u7aef\u5230\u7aef\u9632\u7be1\u6539\uff0c\u4e3a\u9ad8\u9891\u4ea4\u6613\u7cfb\u7edf\u6784\u7b51\u8d77\u65b0\u7684\u5b89\u5168\u5c4f\u969c\u3002 \u4e94\u3001\u7834\u5c40\u8005\u7684\u542f\u793a\u5f55 \u5728 Netflix \u7684”\u6df7\u6c8c\u7334”\u80cc\u540e\uff0c\u662f\u65e5\u5747\u5904\u7406500\u4ebf\u6761Span\u7684\u8ffd\u8e2a\u7cfb\u7edf\u652f\u6491\u3002\u5f53\u67d0\u6b21AWS\u533a\u57df\u6545\u969c\u53d1\u751f\u65f6\uff0c\u5de5\u7a0b\u5e08\u901a\u8fc7\u8ffd\u8e2a\u56fe\u8c31\u5feb\u901f\u5c06\u6d41\u91cf\u5207\u6362\u81f3Google Cloud\uff0c\u6574\u4e2a\u8fc7\u7a0b\u7528\u6237\u65e0\u611f\u77e5\u3002\u8fd9\u5370\u8bc1\u4e86\u73b0\u4ee3\u7cfb\u7edf\u5bb9\u9519\u80fd\u529b\u7684\u672c\u8d28\uff1a\u4e0d\u662f\u8ffd\u6c42\u96f6\u6545\u969c\uff0c\u800c\u662f\u5efa\u7acb\u6545\u969c\u53d1\u751f\u65f6\u4f18\u96c5\u964d\u7ea7\u7684\u80fd\u529b\u3002 \u56fd\u5185\u67d0\u667a\u80fd\u9a7e\u9a76\u4f01\u4e1a\u7684\u6848\u4f8b\u66f4\u5177\u542f\u53d1\u6027\uff1a\u901a\u8fc7\u5728\u8f66\u7aef\u90e8\u7f72\u5fae\u578b\u8ffd\u8e2a\u4ee3\u7406\uff0c\u6210\u529f\u6355\u6349\u5230\u6781\u7aef\u5929\u6c14\u4e0b\u591a\u4e2a\u4f20\u611f\u5668\u6570\u636e\u4e0d\u540c\u6b65\u7684\u5fae\u5999\u65f6\u5e8f\u95ee\u9898\u3002\u8fd9\u79cd\u5c06\u8ffd\u8e2a\u8fb9\u754c\u6269\u5c55\u5230\u7269\u8054\u7f51\u7ec8\u7aef\u7684\u5b9e\u8df5\uff0c\u6b63\u5728\u91cd\u65b0\u5b9a\u4e49\u5168\u6808\uff08Full-stack\uff09\u7684\u5185\u6db5\u3002<\/p>\n","protected":false},"author":4,"featured_media":34394,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14],"tags":[],"class_list":["post-34393","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\/34393","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=34393"}],"version-history":[{"count":1,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/34393\/revisions"}],"predecessor-version":[{"id":34395,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/34393\/revisions\/34395"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media\/34394"}],"wp:attachment":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media?parent=34393"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/categories?post=34393"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/tags?post=34393"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}