{"id":37275,"date":"2025-04-18T11:07:47","date_gmt":"2025-04-18T03:07:47","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=37275"},"modified":"2025-04-18T11:07:47","modified_gmt":"2025-04-18T03:07:47","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%87%aa%e5%8a%a8%e5%8c%96%e5%91%8a%e8%ad%a6%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/37275.html","title":{"rendered":"\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u5982\u4f55\u652f\u6301\u81ea\u52a8\u5316\u544a\u8b66\uff1f"},"content":{"rendered":"

\n

\"\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u5982\u4f55\u652f\u6301\u81ea\u52a8\u5316\u544a\u8b66\uff1f\"<\/p>\n<\/p>\n

\n

\u524d\u8a00<\/strong>
\n\u51cc\u6668\u4e09\u70b9\uff0c\u67d0\u7535\u5546\u5e73\u53f0\u7684\u670d\u52a1\u5668\u7a81\u7136\u51fa\u73b0\u6d41\u91cf\u6fc0\u589e\uff0c\u6570\u636e\u5e93\u54cd\u5e94\u65f6\u95f4\u98d9\u5347\u81f3\u6b63\u5e38\u503c\u768420\u500d\u3002\u4f20\u7edf\u76d1\u63a7\u7cfb\u7edf\u572810\u5206\u949f\u540e\u89e6\u53d1\u544a\u8b66\uff0c\u4f46\u6b64\u65f6\u8ba2\u5355\u652f\u4ed8\u5931\u8d25\u7387\u5df2\u7a81\u783430%\uff0c\u76f4\u63a5\u635f\u5931\u8d85\u8fc7\u767e\u4e07\u3002\u7c7b\u4f3c\u7684\u573a\u666f\u5728\u6570\u5b57\u5316\u4e1a\u52a1\u4e2d\u5e76\u4e0d\u7f55\u89c1\u2014\u2014\u5f53\u7cfb\u7edf\u590d\u6742\u5ea6\u6307\u6570\u7ea7\u589e\u957f\uff0c\u4f20\u7edf\u76d1\u63a7\u7684\u6ede\u540e\u6027\u9010\u6e10\u6210\u4e3a\u8fd0\u7ef4\u7684\u81f4\u547d\u77ed\u677f\u3002<\/p>\n

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\n

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\u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u4f9d\u8d56\u9884\u8bbe\u6307\u6807\uff08\u5982CPU\u5229\u7528\u7387\u3001\u5185\u5b58\u5360\u7528\u7387\uff09\uff0c\u4f46\u9762\u5bf9\u5fae\u670d\u52a1\u3001\u5bb9\u5668\u5316\u67b6\u6784\u7684\u590d\u6742\u6027\uff0c\u8fd9\u79cd\u201c\u70b9\u72b6\u76d1\u6d4b\u201d\u5df2\u529b\u4e0d\u4ece\u5fc3\u3002\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u7684\u7a81\u7834\u5728\u4e8e\u201c\u4e09\u7ef4\u6570\u636e\u878d\u5408\u201d<\/strong>\uff1a<\/p>\n

    \n
  • \u6307\u6807\uff08Metrics\uff09<\/strong>\uff1a\u91cf\u5316\u7cfb\u7edf\u72b6\u6001\u7684\u6570\u503c\uff0c\u5982\u8bf7\u6c42\u541e\u5410\u91cf\u3001\u9519\u8bef\u7387\uff1b\n<\/li>\n
  • \u65e5\u5fd7\uff08Logs\uff09<\/strong>\uff1a\u8bb0\u5f55\u4e8b\u4ef6\u8be6\u60c5\u7684\u6587\u672c\u6570\u636e\uff1b\n<\/li>\n
  • \u94fe\u8def\u8ffd\u8e2a\uff08Traces\uff09<\/strong>\uff1a\u8fd8\u539f\u8bf7\u6c42\u5728\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e2d\u7684\u5b8c\u6574\u8def\u5f84\u3002\n<\/li>\n<\/ul>\n

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    \n

    \u4e8c\u3001\u81ea\u52a8\u5316\u544a\u8b66\u7684\u6838\u5fc3\u903b\u8f91\uff1a\u4ece\u89c4\u5219\u9a71\u52a8\u5230AI\u9a71\u52a8<\/strong><\/h3>\n

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    \u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u7684\u521b\u65b0\u5728\u4e8e\u5f15\u5165\u52a8\u6001\u57fa\u7ebf\u7b97\u6cd5<\/strong>\u4e0e\u5f02\u5e38\u68c0\u6d4b\u6a21\u578b<\/strong>\uff1a<\/p>\n

      \n
    • \u52a8\u6001\u9608\u503c\u751f\u6210<\/strong>\uff1a\u57fa\u4e8e\u5386\u53f2\u6570\u636e\u5b66\u4e60\u4e1a\u52a1\u5468\u671f\u6027\u89c4\u5f8b\uff08\u5982\u6bcf\u65e5\u6d41\u91cf\u9ad8\u5cf0\uff09\uff0c\u81ea\u52a8\u8c03\u6574\u544a\u8b66\u89e6\u53d1\u6761\u4ef6\u3002\u4f8b\u5982\uff0c\u7535\u5546\u5e73\u53f0\u5728\u201c\u53cc11\u201d\u671f\u95f4\u53ef\u81ea\u52a8\u653e\u5bbd\u6d41\u91cf\u9608\u503c\uff0c\u907f\u514d\u8bef\u89e6\uff1b\n<\/li>\n
    • \u591a\u7ef4\u5ea6\u5173\u8054\u5206\u6790<\/strong>\uff1a\u5f53\u6570\u636e\u5e93\u54cd\u5e94\u65f6\u95f4\u5f02\u5e38\u65f6\uff0c\u5e73\u53f0\u4f1a\u540c\u6b65\u68c0\u67e5\u7f51\u7edc\u5ef6\u8fdf\u3001\u67e5\u8be2\u8bed\u53e5\u590d\u6742\u5ea6\u3001\u7f13\u5b58\u547d\u4e2d\u7387\u7b49\u6307\u6807\uff0c\u6392\u9664\u5355\u70b9\u5e72\u6270\u56e0\u7d20\uff1b\n<\/li>\n
    • \u65e0\u76d1\u7763\u5b66\u4e60\u68c0\u6d4b<\/strong>\uff1a\u901a\u8fc7\u805a\u7c7b\u7b97\u6cd5\u8bc6\u522b\u504f\u79bb\u6b63\u5e38\u6a21\u5f0f\u7684\u884c\u4e3a\uff0c\u5982\u7a81\u53d1\u7684API\u8c03\u7528\u9891\u7387\u5f02\u5e38\uff0c\u5373\u4f7f\u6ca1\u6709\u9884\u8bbe\u89c4\u5219\u4e5f\u80fd\u9884\u8b66\u3002\n<\/li>\n<\/ul>\n

      \u67d0\u91d1\u878d\u79d1\u6280\u516c\u53f8\u63a5\u5165\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u540e\uff0c\u544a\u8b66\u51c6\u786e\u7387\u4ece42%\u63d0\u5347\u81f389%\uff0c\u8fd0\u7ef4\u56e2\u961f\u6bcf\u65e5\u5904\u7406\u544a\u8b66\u7684\u65f6\u95f4\u51cf\u5c114\u5c0f\u65f6\u3002<\/em><\/p>\n

      \n

      \u4e09\u3001\u4ece\u544a\u8b66\u5230\u81ea\u6108\uff1a\u95ed\u73af\u81ea\u52a8\u5316\u5b9e\u8df5<\/strong><\/h3>\n

      \u81ea\u52a8\u5316\u544a\u8b66\u7684\u7ec8\u6781\u76ee\u6807\u4e0d\u4ec5\u662f\u53ca\u65f6\u53d1\u73b0\u95ee\u9898\uff0c\u66f4\u8981\u63a8\u52a8\u7cfb\u7edf\u81ea\u4e3b\u4fee\u590d\u3002\u8fd9\u9700\u8981\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u4e0e\u8fd0\u7ef4\u5de5\u5177\u94fe\u6df1\u5ea6\u96c6\u6210\uff1a<\/p>\n

        \n
      1. \u667a\u80fd\u5206\u7ea7\u673a\u5236<\/strong>
        \n\u5e73\u53f0\u901a\u8fc7\u5f71\u54cd\u9762\u5206\u6790\uff08Impact Analysis\uff09\u4e3a\u544a\u8b66\u5212\u5206\u4f18\u5148\u7ea7\u3002\u4f8b\u5982\uff1a\n<\/li>\n<\/ol>\n
          \n
        • P0\u7ea7\uff1a\u6838\u5fc3\u652f\u4ed8\u63a5\u53e3\u9519\u8bef\u7387>5%\uff0c\u76f4\u63a5\u5f71\u54cd\u6536\u5165\uff1b\n<\/li>\n
        • P3\u7ea7\uff1a\u6d4b\u8bd5\u73af\u5883\u65e5\u5fd7\u5b58\u50a8\u7a7a\u95f4\u4e0d\u8db3\uff0c\u53ef\u5ef6\u8fdf\u5904\u7406\u3002
          \n\u8fd9\u79cd\u5206\u7ea7\u8ba9\u8fd0\u7ef4\u8d44\u6e90\u805a\u7126\u4e8e\u5173\u952e\u95ee\u9898\uff0c\u907f\u514d\u201c\u544a\u8b66\u75b2\u52b3\u201d\u3002\n<\/li>\n<\/ul>\n
            \n
          1. \n

            \u6839\u56e0\u5b9a\u4f4d\u52a0\u901f<\/strong>
            \n\u901a\u8fc7\u62d3\u6251\u56fe\u6620\u5c04\u670d\u52a1\u4f9d\u8d56\u5173\u7cfb\uff0c\u5e73\u53f0\u53ef\u5feb\u901f\u5b9a\u4f4d\u6545\u969c\u6e90\u5934\u3002\u4f8b\u5982\uff0c\u67d0\u6b21\u524d\u7aef\u9875\u9762\u52a0\u8f7d\u7f13\u6162\u7684\u95ee\u9898\uff0c\u7ecf\u8ffd\u8e2a\u53d1\u73b0\u6839\u6e90\u662f\u7b2c\u4e09\u65b9CDN\u670d\u52a1\u5546\u8282\u70b9\u6545\u969c\uff0c\u800c\u975e\u81ea\u8eab\u4ee3\u7801\u7f3a\u9677\u3002<\/p>\n<\/li>\n

          2. \n

            \u81ea\u52a8\u5316\u4fee\u590d\u89e6\u53d1<\/strong>
            \n\u4e0e\u81ea\u52a8\u5316\u8fd0\u7ef4\uff08AIOps\uff09\u5de5\u5177\u5bf9\u63a5\u540e\uff0c\u5e73\u53f0\u80fd\u6267\u884c\u9884\u8bbe\u4fee\u590d\u52a8\u4f5c\uff1a<\/p>\n<\/li>\n<\/ol>\n

              \n
            • \u81ea\u52a8\u6269\u5bb9\uff1a\u5f53API\u7f51\u5173QPS\u6301\u7eed\u8d85\u9650\u65f6\uff0c\u89e6\u53d1Kubernetes\u96c6\u7fa4\u5f39\u6027\u6269\u7f29\u5bb9\uff1b\n<\/li>\n
            • \u6d41\u91cf\u5207\u6362\uff1a\u68c0\u6d4b\u5230\u67d0\u6570\u636e\u4e2d\u5fc3\u5ef6\u8fdf\u6fc0\u589e\u540e\uff0c\u5c06\u7528\u6237\u8bf7\u6c42\u8def\u7531\u81f3\u5907\u7528\u533a\u57df\uff1b\n<\/li>\n
            • \u670d\u52a1\u9694\u79bb\uff1a\u82e5\u67d0\u4e2aPod\u8fde\u7eed\u5d29\u6e833\u6b21\uff0c\u81ea\u52a8\u5c06\u5176\u79fb\u51fa\u670d\u52a1\u6c60\u5e76\u89e6\u53d1\u91cd\u542f\u3002\n<\/li>\n<\/ul>\n

              \u67d0\u5934\u90e8\u89c6\u9891\u5e73\u53f0\u901a\u8fc7\u4e0a\u8ff0\u95ed\u73af\uff0c\u5c06\u4e91\u8d44\u6e90\u6545\u969c\u7684\u6062\u590d\u65f6\u95f4\u4ece15\u5206\u949f\u538b\u7f29\u81f340\u79d2\u4ee5\u5185\u3002<\/em><\/p>\n

              \n

              \u56db\u3001\u843d\u5730\u6311\u6218\u4e0e\u6700\u4f73\u5b9e\u8df5<\/strong><\/h3>\n

              \u5c3d\u7ba1\u81ea\u52a8\u5316\u544a\u8b66\u6f5c\u529b\u5de8\u5927\uff0c\u4f46\u4f01\u4e1a\u843d\u5730\u65f6\u5e38\u9762\u4e34\u4e09\u5927\u6311\u6218\uff1a<\/p>\n

                \n
              1. \n

                \u6570\u636e\u566a\u58f0\u8fc7\u6ee4<\/strong>
                \n\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u6bcf\u65e5\u53ef\u80fd\u91c7\u96c6TB\u7ea7\u6570\u636e\uff0c\u9700\u901a\u8fc7\u91c7\u6837\uff08Sampling\uff09\u548c\u805a\u5408\uff08Aggregation\uff09\u63d0\u53d6\u5173\u952e\u4fe1\u53f7\u3002\u5efa\u8bae\u91c7\u7528\u81ea\u9002\u5e94\u91c7\u6837\u7b56\u7565<\/strong>\u2014\u2014\u5728\u7cfb\u7edf\u5e73\u7a33\u671f\u964d\u4f4e\u91c7\u6837\u9891\u7387\uff0c\u5728\u5f02\u5e38\u671f\u4fdd\u7559\u5b8c\u6574\u6570\u636e\u3002<\/p>\n<\/li>\n

              2. \n

                \u8de8\u56e2\u961f\u534f\u4f5c\u58c1\u5792<\/strong>
                \n\u5f00\u53d1\u3001\u8fd0\u7ef4\u3001\u5b89\u5168\u56e2\u961f\u5bf9\u201c\u5f02\u5e38\u201d\u7684\u5b9a\u4e49\u53ef\u80fd\u51b2\u7a81\u3002\u4f8b\u5982\uff0c\u5b89\u5168\u56e2\u961f\u5173\u6ce8\u767b\u5f55\u5931\u8d25\u6b21\u6570\u6fc0\u589e\uff0c\u800c\u8fd0\u7ef4\u56e2\u961f\u66f4\u5728\u610f\u8d44\u6e90\u6d88\u8017\u3002\u5efa\u7acb\u7edf\u4e00\u7684SLI\/SLO\uff08\u670d\u52a1\u7ea7\u522b\u6307\u6807\/\u76ee\u6807\uff09\u6846\u67b6<\/strong>\u80fd\u6709\u6548\u5bf9\u9f50\u5404\u65b9\u4f18\u5148\u7ea7\u3002<\/p>\n<\/li>\n

              3. \n

                \u8bef\u64cd\u4f5c\u98ce\u9669\u63a7\u5236<\/strong>
                \n\u81ea\u52a8\u5316\u4fee\u590d\u9700\u8bbe\u7f6e\u201c\u5b89\u5168\u95f8\u95e8\u201d\uff1a<\/p>\n<\/li>\n<\/ol>\n

                  \n
                • \u7070\u5ea6\u6267\u884c\uff1a\u5148\u5bf95%\u7684\u6d41\u91cf\u5b9e\u65bd\u53d8\u66f4\uff0c\u9a8c\u8bc1\u65e0\u8bef\u540e\u5168\u91cf\u63a8\u9001\uff1b\n<\/li>\n
                • \u4eba\u5de5\u5ba1\u6838\u515c\u5e95\uff1a\u6d89\u53ca\u8d44\u91d1\u3001\u6743\u9650\u7684\u64cd\u4f5c\u9700\u4fdd\u7559\u4eba\u5de5\u786e\u8ba4\u73af\u8282\uff1b\n<\/li>\n
                • \u56de\u6eda\u673a\u5236\uff1a\u5f53\u81ea\u52a8\u5316\u64cd\u4f5c\u5f15\u53d1\u4e8c\u6b21\u6545\u969c\u65f6\uff0c\u81ea\u52a8\u6062\u590d\u81f3\u4e0a\u4e00\u7a33\u5b9a\u7248\u672c\u3002\n<\/li>\n<\/ul>\n
                  \n

                  \u4e94\u3001\u672a\u6765\u8d8b\u52bf\uff1a\u4ece\u88ab\u52a8\u544a\u8b66\u5230\u4e3b\u52a8\u9632\u5fa1<\/strong><\/h3>\n

                  \u968f\u7740\u751f\u6210\u5f0fAI\u7684\u6f14\u8fdb\uff0c\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u6b63\u671d\u7740\u201c\u9884\u6d4b\u6027\u8fd0\u7ef4\u201d\u8fdb\u5316\uff1a<\/p>\n

                    \n
                  • \u6545\u969c\u6a21\u62df\u9884\u6d4b<\/strong>\uff1a\u57fa\u4e8e\u5386\u53f2\u6545\u969c\u5e93\u8bad\u7ec3\u6a21\u578b\uff0c\u9884\u5224\u7cfb\u7edf\u8584\u5f31\u70b9\u5e76\u63d0\u51fa\u52a0\u56fa\u5efa\u8bae\uff1b\n<\/li>\n
                  • \u5bb9\u91cf\u89c4\u5212\u63a8\u8350<\/strong>\uff1a\u5206\u6790\u4e1a\u52a1\u589e\u957f\u8d8b\u52bf\uff0c\u81ea\u52a8\u751f\u6210\u670d\u52a1\u5668\u6269\u5bb9\u8ba1\u5212\uff1b\n<\/li>\n
                  • \u5b89\u5168\u5a01\u80c1\u72e9\u730e<\/strong>\uff1a\u68c0\u6d4b\u65e5\u5fd7\u4e2d\u7684\u5f02\u5e38\u6a21\u5f0f\uff08\u5982\u975e\u529e\u516c\u65f6\u95f4\u5927\u91cf\u6570\u636e\u5bfc\u51fa\uff09\uff0c\u63d0\u524d\u963b\u65ad\u6f5c\u5728\u653b\u51fb\u3002\n<\/li>\n<\/ul>\n

                    Forrester\u9884\u6d4b\uff0c\u52302025\u5e74\uff0c40%\u7684\u4f01\u4e1a\u5c06\u4f7f\u7528AI\u9a71\u52a8\u7684\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u5b9e\u73b0\u201c\u96f6\u672a\u77e5\u6545\u969c\u201d\uff08Zero Unknown Incidents\uff09\u3002\u8fd9\u4e00\u76ee\u6807\u7684\u5b9e\u73b0\uff0c\u4e0d\u4ec5\u4f9d\u8d56\u6280\u672f\u8fdb\u6b65\uff0c\u66f4\u9700\u8981\u4f01\u4e1a\u5c06\u53ef\u89c2\u6d4b\u6027\u878d\u5165\u7814\u53d1\u6d41\u7a0b\u2014\u2014\u8ba9\u6bcf\u884c\u4ee3\u7801\u7684\u8bde\u751f\u90fd\u4f34\u968f\u53ef\u89c2\u6d4b\u6027\u8bbe\u8ba1\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

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