{"id":36273,"date":"2025-03-26T14:37:53","date_gmt":"2025-03-26T06:37:53","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=36273"},"modified":"2025-03-26T14:37:54","modified_gmt":"2025-03-26T06:37:54","slug":"%e5%85%a8%e6%a0%88%e5%8f%af%e8%a7%82%e6%b5%8b%e6%80%a7%e5%9c%a8devops%e4%b8%ad%e7%9a%84%e4%bd%9c%e7%94%a8%e6%98%af%e4%bb%80%e4%b9%88%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/36273.html","title":{"rendered":"\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u5728DevOps\u4e2d\u7684\u4f5c\u7528\u662f\u4ec0\u4e48\uff1f"},"content":{"rendered":"

\n

\"\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u5728DevOps\u4e2d\u7684\u4f5c\u7528\u662f\u4ec0\u4e48\uff1f\"<\/p>\n<\/p>\n

\n

\u5728\u6570\u5b57\u5316\u8f6c\u578b\u7684\u6d6a\u6f6e\u4e2d\uff0c\u8f6f\u4ef6\u4ea4\u4ed8\u901f\u5ea6\u5df2\u6210\u4e3a\u4f01\u4e1a\u7ade\u4e89\u529b\u7684\u6838\u5fc3\u6307\u6807\u3002\u5f53\u5f00\u53d1\u56e2\u961f\u4ee5\u6bcf\u5468\u6570\u5341\u6b21\u751a\u81f3\u6570\u767e\u6b21\u7684\u9891\u7387\u90e8\u7f72\u4ee3\u7801\u65f6\uff0c\u4f20\u7edf\u7684\u76d1\u63a7\u5de5\u5177\u5f00\u59cb\u663e\u5f97\u529b\u4e0d\u4ece\u5fc3\u2014\u2014\u5b83\u4eec\u5982\u540c\u53ea\u80fd\u89c2\u6d4b\u6d77\u5e73\u9762\u7684\u96f7\u8fbe\uff0c\u5374\u5bf9\u6df1\u6d77\u4e2d\u7684\u6697\u6d41\u675f\u624b\u65e0\u7b56\u3002\u8fd9\u6b63\u662f\u5168\u6808\u53ef\u89c2\u6d4b<\/a>\u6027\uff08Full-Stack Observability\uff09<\/strong>\u5d1b\u8d77\u7684\u80cc\u666f\uff1a\u5728\u5fae\u670d\u52a1\u67b6\u6784\u548c\u4e91\u539f\u751f\u6280\u672f\u4e3b\u5bfc\u7684\u4eca\u5929\uff0cDevOps\u56e2\u961f\u9700\u8981\u7684\u4e0d\u4ec5\u662f\u6545\u969c\u540e\u7684\u201c\u9a8c\u5c38\u62a5\u544a\u201d\uff0c\u800c\u662f\u8d2f\u7a7f\u6574\u4e2a\u8f6f\u4ef6\u751f\u547d\u5468\u671f\u7684\u201c\u5065\u5eb7\u76d1\u6d4b\u4eea\u201d\u3002<\/p>\n

\u4e00\u3001\u5168\u6808\u53ef\u89c2\u6d4b<\/a>\u6027\uff1a\u7a7f\u900f\u6280\u672f\u6808\u7684X\u5149\u673a<\/h3>\n

\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u5e76\u975e\u7b80\u5355\u5730\u5c06\u65e5\u5fd7\u3001\u6307\u6807\u3001\u8ffd\u8e2a\uff08\u5373Logs, Metrics, Traces<\/strong>\u4e09\u5927\u652f\u67f1\uff09\u673a\u68b0\u53e0\u52a0\uff0c\u800c\u662f\u901a\u8fc7\u7aef\u5230\u7aef\u6570\u636e\u5173\u8054<\/strong>\uff0c\u6784\u5efa\u4ece\u7528\u6237\u4f53\u9a8c\u5c42\u5230\u57fa\u7840\u8bbe\u65bd\u5c42\u7684\u5b8c\u6574\u6d1e\u5bdf\u94fe\u3002\u5f53\u67d0\u4e2a\u7535\u5546\u5e73\u53f0\u7684\u652f\u4ed8\u63a5\u53e3\u54cd\u5e94\u5ef6\u8fdf\u6fc0\u589e\u65f6\uff0c\u4f20\u7edf\u76d1\u63a7\u53ef\u80fd\u4ec5\u663e\u793a\u670d\u52a1\u5668CPU\u4f7f\u7528\u7387\u5f02\u5e38\uff0c\u800c\u5177\u5907\u5168\u6808\u89c2\u6d4b\u80fd\u529b\u7684\u56e2\u961f\u5374\u80fd\u6cbf\u7740\u8c03\u7528\u94fe\u8ffd\u8e2a\u5230\uff1a\u524d\u7aef\u57cb\u70b9\u6570\u636e\u5f02\u5e38\u2192\u7f51\u5173\u6d41\u91cf\u7a81\u589e\u2192Redis\u7f13\u5b58\u547d\u4e2d\u7387\u4e0b\u964d\u2192\u6700\u7ec8\u5b9a\u4f4d\u5230\u67d0\u4e2a\u5fae\u670d\u52a1\u7684\u7ebf\u7a0b\u6c60\u914d\u7f6e\u7f3a\u9677\u3002\u8fd9\u79cd\u8de8\u5c42\u7ea7\u7684\u95ee\u9898\u5b9a\u4f4d\u80fd\u529b<\/strong>\uff0c\u4f7f\u5f97\u5e73\u5747\u6545\u969c\u6062\u590d\u65f6\u95f4\uff08MTTR\uff09\u7f29\u77ed\u4e8640%-60%\uff08\u6839\u636eDynatrace 2023\u5e74\u5ea6\u62a5\u544a\uff09\u3002<\/p>\n

\u4e8c\u3001DevOps\u7684\u4e09\u5927\u75db\u70b9\u4e0e\u53ef\u89c2\u6d4b\u6027\u89e3\u836f<\/h3>\n
    \n
  1. \n

    \u201c\u51cc\u6668\u4e09\u70b9\u544a\u8b66\u98ce\u66b4\u201d\u7684\u7ec8\u7ed3<\/strong>
    \n\u5728\u590d\u6742\u7684\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e2d\uff0c\u5355\u4e2a\u670d\u52a1\u6545\u969c\u53ef\u80fd\u89e6\u53d1\u6570\u767e\u6761\u544a\u8b66\u3002\u67d0\u8de8\u56fd\u94f6\u884c\u7684\u8fd0\u7ef4\u56e2\u961f\u66fe\u8bb0\u5f55\u5230\uff1a\u4e00\u6b21\u6570\u636e\u5e93\u4e3b\u4ece\u5207\u6362\u5f15\u53d1\u4e86327\u6761\u72ec\u7acb\u544a\u8b66\uff0c\u8017\u65f62.5\u5c0f\u65f6\u624d\u786e\u8ba4\u6839\u672c\u539f\u56e0\u3002\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u901a\u8fc7AI\u9a71\u52a8\u7684    \u6839\u56e0\u5206\u6790<\/a>\uff08RCA\uff09<\/strong>\uff0c\u80fd\u5c06\u76f8\u5173\u4e8b\u4ef6\u81ea\u52a8\u805a\u7c7b\uff0c\u5e76\u751f\u6210\u5e26\u7f6e\u4fe1\u5ea6\u8bc4\u5206\u7684\u53ef\u80fd\u539f\u56e0\u5217\u8868\u3002\u4f8b\u5982New Relic\u7684AIOps\u6a21\u5757\uff0c\u53ef\u901a\u8fc7\u5b66\u4e60\u5386\u53f2\u4e8b\u4ef6\u6a21\u5f0f\uff0c\u5c06\u544a\u8b66\u566a\u97f3\u964d\u4f4e70%\u4ee5\u4e0a\u3002<\/p>\n<\/li>\n

  2. \n

    \u4ece\u201c\u6b7b\u4ea1\u884c\u519b\u201d\u5230\u6301\u7eed\u6539\u8fdb<\/strong>
    \nDevOps\u7684\u6838\u5fc3\u5728\u4e8e\u5efa\u7acb\u201c\u5f00\u53d1\u2192\u4ea4\u4ed8\u2192\u8fd0\u8425\u201d\u7684\u95ed\u73af\u53cd\u9988\u3002\u67d0\u5934\u90e8\u89c6\u9891\u5e73\u53f0\u901a\u8fc7\u5728\u5168\u94fe\u8def\u57cb\u70b9\u4e2d\u5d4c\u5165\u4e1a\u52a1\u6307\u6807\uff08\u5982\u89c6\u9891\u52a0\u8f7d\u6210\u529f\u7387\uff09\u4e0e\u6280\u672f\u6307\u6807\uff08\u5982CDN\u5ef6\u8fdf\uff09\u7684\u5173\u8054\u5206\u6790<\/strong>\uff0c\u53d1\u73b0\u5c06HLS\u534f\u8bae\u5206\u7247\u65f6\u957f\u4ece6\u79d2\u8c03\u6574\u4e3a4\u79d2\u540e\uff0c\u7528\u6237\u6d41\u5931\u7387\u4e0b\u964d\u4e861.2\u4e2a\u767e\u5206\u70b9\u2014\u2014\u8fd9\u4e2a\u770b\u4f3c\u5fae\u5c0f\u7684\u6539\u8fdb\uff0c\u6bcf\u5e74\u5e26\u6765\u8d85\u8fc7800\u4e07\u7f8e\u5143\u7684\u8425\u6536\u589e\u957f\u3002<\/p>\n<\/li>\n

  3. \n

    \u6253\u7834\u201c\u6570\u636e\u5b64\u5c9b\u201d\u7684\u534f\u4f5c\u9769\u547d<\/strong>
    \n\u5f53\u5f00\u53d1\u3001\u6d4b\u8bd5\u3001\u8fd0\u7ef4\u56e2\u961f\u4f7f\u7528\u4e0d\u540c\u7684\u6570\u636e\u6e90\u65f6\uff0c\u4e8b\u6545\u590d\u76d8\u5f80\u5f80\u6f14\u53d8\u4e3a\u201c\u8d23\u4efb\u63a8\u8bff\u5267\u573a\u201d\u3002\u5168\u6808    \u53ef\u89c2\u6d4b\u6027\u5e73\u53f0<\/a>\u63d0\u4f9b\u7684\u7edf\u4e00\u6570\u636e\u6e56\uff08Data Lake\uff09<\/strong>\u548c\u53ef\u89c6\u5316\u4eea\u8868\u76d8\uff0c\u8ba9\u5404\u65b9\u57fa\u4e8e\u540c\u4e00\u7ec4\u4e8b\u5b9e\u5bf9\u8bdd\u3002\u4f8b\u5982GitLab\u7684Observability Suite\u5141\u8bb8\u5f00\u53d1\u8005\u5728CI\/CD\u6d41\u6c34\u7ebf\u4e2d\u76f4\u63a5\u67e5\u770b\u9884\u751f\u4ea7\u73af\u5883\u7684\u6027\u80fd\u57fa\u7ebf\uff0c\u5c06\u201c\u751f\u4ea7\u73af\u5883\u80cc\u538b\u53cd\u9988\u5230\u5f00\u53d1\u9636\u6bb5\u201d\u7684\u5468\u671f\u4ece\u5468\u7ea7\u538b\u7f29\u5230\u5c0f\u65f6\u7ea7\u3002<\/p>\n<\/li>\n<\/ol>\n

    \u4e09\u3001\u6784\u5efa\u53ef\u89c2\u6d4b\u6027\u4f53\u7cfb\u7684\u5b9e\u6218\u8def\u7ebf\u56fe<\/h3>\n
      \n
    1. \u5de5\u5177\u94fe\u7684\u201c\u4fc4\u7f57\u65af\u5957\u5a03\u201d\u7b56\u7565<\/strong>
      \n\u4e0d\u8981\u8bd5\u56fe\u7528\u5355\u4e00\u5de5\u5177\u8986\u76d6\u6240\u6709\u573a\u666f\uff0c\u800c\u662f\u6784\u5efa\u5c42\u6b21\u5316\u7684\u89c2\u6d4b\u6808<\/strong>\uff1a\n<\/li>\n<\/ol>\n
        \n
      • \u57fa\u7840\u8bbe\u65bd\u5c42<\/strong>\uff1aPrometheus+Node Exporter\u6293\u53d6\u4e3b\u673a\u6307\u6807\n<\/li>\n
      • \u5e94\u7528\u8fd0\u884c\u65f6\u5c42<\/strong>\uff1aOpenTelemetry\u5b9e\u73b0\u8de8\u8bed\u8a00\u57cb\u70b9\n<\/li>\n
      • \u7528\u6237\u4f53\u9a8c\u5c42<\/strong>\uff1aRUM\uff08Real User Monitoring\uff09\u5de5\u5177\u5982Google Analytics 4\n<\/li>\n
      • \u4e1a\u52a1\u903b\u8f91\u5c42<\/strong>\uff1a\u81ea\u5b9a\u4e49\u6307\u6807\uff08\u5982\u8d2d\u7269\u8f66\u653e\u5f03\u7387\uff09\u901a\u8fc7StatsD\u4e0a\u62a5
        \n\u8fd9\u79cd\u5206\u5c42\u8bbe\u8ba1\u65e2\u4fdd\u8bc1\u4e86\u5404\u5c42\u7684\u4e13\u4e1a\u89c2\u6d4b\u80fd\u529b\uff0c\u53c8\u901a\u8fc7\u7edf\u4e00\u6570\u636e\u7ba1\u9053\uff08\u5982Apache Kafka\uff09\u5b9e\u73b0\u6a2a\u5411\u5173\u8054\u3002\n<\/li>\n<\/ul>\n
          \n
        1. \u6570\u636e\u6cbb\u7406\uff1a\u907f\u514d\u201c\u53ef\u89c2\u6d4b\u6027\u503a\u52a1\u201d<\/strong>
          \n\u67d0\u7535\u5546\u5e73\u53f0\u5728\u5b9e\u65bd\u53ef\u89c2\u6d4b\u6027\u521d\u671f\uff0c\u66fe\u56e0\u8fc7\u5ea6\u91c7\u96c6\u6570\u636e\u5bfc\u81f4\u5b58\u50a8\u6210\u672c\u5b63\u5ea6\u589e\u957f300%\u3002\u9700\u5efa\u7acb\u6570\u636e\u5206\u7ea7\u7b56\u7565<\/strong>\uff1a\n<\/li>\n<\/ol>\n
            \n
          • \u70ed\u6570\u636e\uff0815\u79d2\u7ea7\u5ef6\u8fdf\uff09\uff1a\u6838\u5fc3\u4e1a\u52a1\u6307\u6807\u3001\u9519\u8bef\u65e5\u5fd7\n<\/li>\n
          • \u6e29\u6570\u636e\uff085\u5206\u949f\u7ea7\uff09\uff1a\u8d44\u6e90\u5229\u7528\u7387\u8d8b\u52bf\n<\/li>\n
          • \u51b7\u6570\u636e\uff08\u5c0f\u65f6\u7ea7\uff09\uff1a\u5408\u89c4\u5ba1\u8ba1\u65e5\u5fd7
            \n\u540c\u65f6\u91c7\u7528\u91c7\u6837\u6280\u672f<\/strong>\uff08\u5982Jaeger\u7684\u52a8\u6001\u91c7\u6837\uff09\uff0c\u5728\u4fdd\u8bc1\u8bca\u65ad\u7cbe\u5ea6\u7684\u524d\u63d0\u4e0b\u5c06\u6570\u636e\u5904\u7406\u6210\u672c\u964d\u4f4e40%-70%\u3002\n<\/li>\n<\/ul>\n
              \n
            1. \u5c06\u53ef\u89c2\u6d4b\u6027\u5d4c\u5165DevOps\u6d41\u6c34\u7ebf<\/strong>
              \n\u5728CI\/CD\u9636\u6bb5\u96c6\u6210\u8d28\u91cf\u95e8\u7981\uff08Quality Gate\uff09\uff1a\n<\/li>\n<\/ol>\n
                \n
              • \u5728\u5bb9\u5668\u6784\u5efa\u9636\u6bb5\uff1a\u901a\u8fc7eBPF\u6280\u672f\u9884\u91c7\u96c6\u57fa\u7ebf\u6027\u80fd\u6307\u6807\n<\/li>\n
              • \u5728\u81ea\u52a8\u5316\u6d4b\u8bd5\u9636\u6bb5\uff1a\u6bd4\u5bf9\u5386\u53f2\u8ffd\u8e2a\u6570\u636e\uff0c\u53d1\u73b0N+1\u67e5\u8be2\u7b49\u6f5c\u5728\u7f3a\u9677\n<\/li>\n
              • \u5728\u91d1\u4e1d\u96c0\u53d1\u5e03\u9636\u6bb5\uff1a\u5b9e\u65f6\u5bf9\u6bd4\u65b0\u65e7\u7248\u672c\u7684\u7528\u6237\u884c\u4e3a\u6f0f\u6597\u5dee\u5f02
                \n\u8fd9\u79cd\u201c\u5de6\u79fb\u201d\u7b56\u7565\u4f7f\u67d0SaaS\u4f01\u4e1a\u5c06\u751f\u4ea7\u73af\u5883\u4e8b\u6545\u51cf\u5c11\u4e8658%\u3002\n<\/li>\n<\/ul>\n

                \u56db\u3001\u8d85\u8d8a\u5de5\u5177\uff1a\u53ef\u89c2\u6d4b\u6027\u9a71\u52a8\u7684\u6587\u5316\u8fdb\u5316<\/h3>\n

                \u5f53\u53ef\u89c2\u6d4b\u6027\u6570\u636e\u6e17\u900f\u5230\u6bcf\u65e5\u7ad9\u4f1a\u3001\u8fed\u4ee3\u56de\u987e\u7b49\u654f\u6377\u5b9e\u8df5\u65f6\uff0c\u56e2\u961f\u5f00\u59cb\u7528\u6570\u636e\u800c\u975e\u76f4\u89c9\u51b3\u7b56\u3002\u67d0FinTech\u516c\u53f8\u5efa\u7acb\u7684\u53ef\u89c2\u6d4b\u6027\u5065\u5eb7\u5ea6\u8bc4\u5206\u5361<\/strong>\uff08\u542b\u65e5\u5fd7\u5b8c\u5907\u7387\u3001\u6307\u6807\u8986\u76d6\u7387\u7b49\u7ef4\u5ea6\uff09\uff0c\u4e0d\u4ec5\u6210\u4e3a\u5de5\u7a0b\u5e08\u664b\u5347\u7684\u5173\u952e\u6307\u6807\uff0c\u8fd8\u63a8\u52a8\u4e86\u67b6\u6784\u6cbb\u7406\u7684\u53d8\u9769\u2014\u2014\u670d\u52a1\u7f51\u683c\uff08Service Mesh\uff09\u7684\u5f15\u5165\u4f7f\u670d\u52a1\u95f4\u4f9d\u8d56\u7684\u53ef\u89c6\u5316\u7a0b\u5ea6\u63d0\u5347\u4e863\u500d\u3002<\/p>\n

                \u5728\u4e91\u539f\u751f\u6280\u672f\u6301\u7eed\u6f14\u8fdb\u7684\u5f53\u4e0b\uff0c\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u6b63\u4ece\u201c\u6545\u969c\u5e94\u6025\u5de5\u5177\u201d\u8fdb\u5316\u4e3a\u201c\u4e1a\u52a1\u521b\u65b0\u5f15\u64ce\u201d\u3002\u5f53\u6bcf\u4e2aAPI\u8c03\u7528\u3001\u6bcf\u6b21\u7528\u6237\u70b9\u51fb\u90fd\u80fd\u5b9e\u65f6\u8f6c\u5316\u4e3a\u51b3\u7b56\u4f9d\u636e\u65f6\uff0cDevOps\u56e2\u961f\u4fbf\u771f\u6b63\u6210\u4e3a\u4e86\u7ec4\u7ec7\u6570\u5b57\u5316\u8f6c\u578b\u7684\u795e\u7ecf\u4e2d\u67a2\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

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