{"id":36452,"date":"2025-04-11T14:18:56","date_gmt":"2025-04-11T06:18:56","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=36452"},"modified":"2025-04-11T14:18:56","modified_gmt":"2025-04-11T06:18:56","slug":"%e4%ba%91%e7%bd%91%e5%88%86%e6%9e%90%e5%9c%a8%e4%ba%91%e8%ae%a1%e7%ae%97%e4%b8%ad%e7%9a%84%e8%b5%84%e6%ba%90%e8%b0%83%e5%ba%a6%e7%ad%96%e7%95%a5%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/36452.html","title":{"rendered":"\u4e91\u7f51\u5206\u6790\u5728\u4e91\u8ba1\u7b97\u4e2d\u7684\u8d44\u6e90\u8c03\u5ea6\u7b56\u7565\uff1f"},"content":{"rendered":"

\n

\"\u4e91\u7f51\u5206\u6790\u5728\u4e91\u8ba1\u7b97\u4e2d\u7684\u8d44\u6e90\u8c03\u5ea6\u7b56\u7565\uff1f\"<\/p>\n<\/p>\n

\u5728\u6570\u5b57\u7ecf\u6d4e\u84ec\u52c3\u53d1\u5c55\u7684\u4eca\u5929\uff0c\u4e91\u8ba1\u7b97\u5df2\u6210\u4e3a\u652f\u6491\u4f01\u4e1a\u6570\u5b57\u5316\u8f6c\u578b\u7684\u6838\u5fc3\u5f15\u64ce\u3002\u5168\u7403\u4e91\u670d\u52a1\u5e02\u573a\u89c4\u6a21\u9884\u8ba12025\u5e74\u5c06\u7a81\u78348300\u4ebf\u7f8e\u5143\uff08Statista\u6570\u636e\uff09\uff0c\u4f46\u4f01\u4e1a\u5728\u4eab\u53d7\u5f39\u6027\u6269\u5c55\u4e0e\u6210\u672c\u4f18\u52bf\u65f6\uff0c\u5374\u9762\u4e34\u7740\u865a\u62df\u673a\u8d44\u6e90\u95f2\u7f6e\u7387\u8d8540%<\/strong>\uff08Gartner\u8c03\u7814\uff09\u3001\u8de8\u533a\u57df\u4e1a\u52a1\u5ef6\u8fdf\u6fc0\u589e\u7b49\u73b0\u5b9e\u56f0\u5883\u3002\u8fd9\u79cd\u80cc\u666f\u4e0b\uff0c\u4e91\u7f51\u5206\u6790<\/a>\u6280\u672f\u901a\u8fc7\u6df1\u5ea6\u878d\u5408\u7f51\u7edc\u72b6\u6001\u611f\u77e5\u4e0e\u8d44\u6e90\u9700\u6c42\u9884\u6d4b\uff0c\u6b63\u5728\u91cd\u5851\u4e91\u8ba1\u7b97\u8d44\u6e90\u8c03\u5ea6\u7684\u5e95\u5c42\u903b\u8f91<\/em>\uff0c\u6210\u4e3a\u7834\u89e3\u8d44\u6e90\u9519\u914d\u96be\u9898\u7684\u5173\u952e\u7a81\u7834\u53e3\u3002<\/p>\n

\u4e00\u3001\u4e91\u7f51\u5206\u6790<\/a>\u7684\u6280\u672f\u539f\u7406\u4e0e\u6838\u5fc3\u4ef7\u503c<\/h3>\n

\u4e91\u7f51\u5206\u6790\u901a\u8fc7\u90e8\u7f72\u5728\u7f51\u7edc\u8282\u70b9\u4e0e\u4e91\u5e73\u53f0\u7684\u53cc\u5411\u63a2\u9488\uff0c\u5b9e\u65f6\u91c7\u96c6\u4f20\u8f93\u5ef6\u8fdf\u3001\u5e26\u5bbd\u5360\u7528\u7387\u53ca\u670d\u52a1\u5668\u8d1f\u8f7d\u7b49\u591a\u7ef4\u6570\u636e\u6d41<\/strong>\u3002\u4f8b\u5982\uff0c\u67d0\u5934\u90e8\u4e91\u670d\u52a1\u5546\u5229\u7528BGP\u8def\u7531\u6570\u636e\u4e0e\u865a\u62df\u673a\u76d1\u63a7\u65e5\u5fd7\u7684\u5173\u8054\u5206\u6790\uff0c\u6210\u529f\u5c06\u8de8\u56fd\u4e1a\u52a1\u8c03\u5ea6\u51c6\u786e\u7387\u63d0\u534762%\u3002\u8fd9\u79cd\u6280\u672f\u7a81\u7834\u4f20\u7edf\u8d44\u6e90\u8c03\u5ea6\u4ec5\u5173\u6ce8CPU\/\u5185\u5b58\u5229\u7528\u7387\u7684\u5c40\u9650\uff0c\u6784\u5efa\u8d77\u7f51\u7edc\u6027\u80fd-\u8d44\u6e90\u72b6\u6001-\u4e1a\u52a1\u9700\u6c42<\/strong>\u7684\u4e09\u7ef4\u51b3\u7b56\u6a21\u578b\u3002<\/p>\n

\u6838\u5fc3\u6280\u672f\u6846\u67b6\u5305\u542b\u4e09\u4e2a\u5c42\u7ea7\uff1a<\/p>\n

    \n
  1. \u6570\u636e\u611f\u77e5\u5c42<\/strong>\uff1aSDN\u63a7\u5236\u5668\u4e0ePrometheus<\/a>\u76d1\u63a7\u7cfb\u7edf\u534f\u540c\u5de5\u4f5c\uff0c\u6bcf\u79d2\u5904\u7406\u767e\u4e07\u7ea7\u6570\u636e\u70b9\n<\/li>\n
  2. \u667a\u80fd\u5206\u6790\u5c42<\/strong>\uff1a\u5e94\u7528\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b\u7b97\u6cd5\uff08\u5982LSTM\uff09\u9884\u5224\u672a\u67655\u5206\u949f\u7684\u8d44\u6e90\u9700\u6c42\u6ce2\u52a8\n<\/li>\n
  3. \u52a8\u6001\u8c03\u5ea6\u5c42<\/strong>\uff1a\u57fa\u4e8eQ-learning\u5f3a\u5316\u5b66\u4e60\u5b9e\u73b0\u865a\u62df\u673a\u8fc1\u79fb\u8def\u5f84\u7684\u52a8\u6001\u4f18\u5316\n<\/li>\n<\/ol>\n

    \u4e8c\u3001\u4e91\u8ba1\u7b97\u8d44\u6e90\u8c03\u5ea6\u7684\u56db\u5927\u6838\u5fc3\u6311\u6218<\/h3>\n
      \n
    1. \u52a8\u6001\u8d1f\u8f7d\u7684\u5373\u65f6\u54cd\u5e94<\/strong>\uff1a\u7535\u5546\u5927\u4fc3\u573a\u666f\u4e0b\uff0c\u67d0\u5e73\u53f0\u66fe\u56e0\u7a81\u53d1\u6d41\u91cf\u5bfc\u81f4API\u54cd\u5e94\u5ef6\u8fdf\u4ece50ms\u98d9\u5347\u81f32.3\u79d2\n<\/li>\n
    2. \u5f02\u6784\u73af\u5883\u7684\u517c\u5bb9\u9002\u914d<\/strong>\uff1a\u6df7\u5408\u4e91\u67b6\u6784\u4e2d\uff0c\u79c1\u6709\u4e91\u4e0e\u516c\u6709\u4e91API\u7684\u5dee\u5f02\u4f7f30%\u4f01\u4e1a\u906d\u9047\u8c03\u5ea6\u7b56\u7565\u5931\u6548\n<\/li>\n
    3. \u80fd\u6e90\u6548\u7387\u7684\u5e73\u8861\u96be\u9898<\/strong>\uff1a\u8c37\u6b4c\u6570\u636e\u4e2d\u5fc3\u5b9e\u8df5\u663e\u793a\uff0c\u6e29\u5ea6\u6ce2\u52a81\u2103\u5c06\u5f71\u54cd\u670d\u52a1\u5668\u529f\u8017\u8fbe4.7%\n<\/li>\n
    4. \u6210\u672c\u63a7\u5236\u7684\u7cbe\u51c6\u51b3\u7b56<\/strong>\uff1aAWS spot\u5b9e\u4f8b\u4ef7\u683c\u57281\u5c0f\u65f6\u5185\u53ef\u80fd\u6ce2\u52a8\u8d8580%\uff0c\u9700\u52a8\u6001\u8c03\u6574\u7ade\u4ef7\u7b56\u7565\n<\/li>\n<\/ol>\n

      \u4e09\u3001\u4e91\u7f51\u5206\u6790\u9a71\u52a8\u7684\u4e94\u5927\u8c03\u5ea6\u7b56\u7565\u9769\u65b0<\/h3>\n

      3.1 \u52a8\u6001\u8d1f\u8f7d\u5747\u8861\u7b97\u6cd5\u5347\u7ea7<\/strong>
      \n\u5f15\u5165_\u7f51\u7edc\u8d28\u91cf\u6743\u91cd\u56e0\u5b50_\u7684\u6539\u8fdb\u578b\u8681\u7fa4\u7b97\u6cd5\uff0c\u5728\u8c03\u5ea6\u51b3\u7b56\u65f6\u7efc\u5408\u8ba1\u7b97\u8282\u70b9\u8ddd\u79bb\u4e0e\u94fe\u8def\u8d28\u91cf\u3002\u67d0\u89c6\u9891\u6d41\u5a92\u4f53\u5e73\u53f0\u5e94\u7528\u8be5\u6a21\u578b\u540e\uff0c\u8de8\u533a\u57df\u6d41\u91cf\u6210\u672c\u964d\u4f4e38%\uff0c\u540c\u65f6\u5361\u987f\u7387\u4e0b\u964d\u81f30.2%\u4ee5\u4e0b\u3002<\/p>\n

      3.2 \u8de8\u57df\u8d44\u6e90\u534f\u540c\u8c03\u5ea6\u673a\u5236<\/strong>
      \n\u901a\u8fc7\u5efa\u7acb\u591a\u4e91\u7ba1\u7406\u5e73\u9762\uff0c\u5b9e\u73b0AWS\u3001Azure\u3001\u963f\u91cc\u4e91\u7b49\u5e73\u53f0\u7684\u8d44\u6e90\u6c60\u5316\u3002\u67d0\u8de8\u56fd\u4f01\u4e1a\u501f\u52a9\u8be5\u65b9\u6848\uff0c\u5c06\u707e\u96be\u6062\u590d\u65f6\u95f4\u4ece45\u5206\u949f\u538b\u7f29\u81f38.2\u79d2\uff0c\u4e14\u5e74\u5ea6IT\u652f\u51fa\u51cf\u5c11270\u4e07\u7f8e\u5143\u3002<\/p>\n

      3.3 \u9884\u6d4b\u6027\u8d44\u6e90\u9884\u5206\u914d\u6a21\u578b<\/strong>
      \n\u7ed3\u5408ARIMA\u4e0eProphet\u7b97\u6cd5\uff0c\u63d0\u524d12\u5c0f\u65f6\u9884\u6d4b\u4e1a\u52a1\u9700\u6c42\u3002\u67d0\u8bc1\u5238\u4ea4\u6613\u7cfb\u7edf\u501f\u6b64\u5c06\u5cf0\u503c\u5904\u7406\u80fd\u529b\u63d0\u53474\u500d\uff0c\u8ba2\u5355\u5904\u7406\u5ef6\u8fdf\u7a33\u5b9a\u57283ms\u4ee5\u5185\u3002<\/p>\n

      3.4 \u5bb9\u5668\u5316\u5fae\u670d\u52a1\u667a\u80fd\u7f16\u6392<\/strong>
      \nKubernetes\u8c03\u5ea6\u5668\u96c6\u6210\u7f51\u7edc\u62d3\u6251\u611f\u77e5\u63d2\u4ef6\u540e\uff0c\u67d0\u7269\u8054\u7f51\u5e73\u53f0\u7684\u670d\u52a1\u90e8\u7f72\u6548\u7387\u63d0\u53475\u500d\uff0c\u540c\u65f6\u51cf\u5c1123%\u7684\u8de8\u673a\u67b6\u6d41\u91cf\u3002<\/p>\n

      3.5 \u80fd\u8017\u611f\u77e5\u7684\u7eff\u8272\u8c03\u5ea6<\/strong>
      \n\u57fa\u4e8ePID\u63a7\u5236\u7406\u8bba\u5f00\u53d1\u52a8\u6001\u7535\u538b\u8c03\u8282\u7b97\u6cd5\uff0c\u817e\u8baf\u67d0\u6570\u636e\u4e2d\u5fc3\u5b9e\u73b0PUE\u503c\u4ece1.5\u4f18\u5316\u81f31.2\uff0c\u5e74\u8282\u7535\u91cf\u76f8\u5f53\u4e8e6\u4e07\u6237\u5bb6\u5ead\u7528\u7535\u3002<\/p>\n

      \u56db\u3001\u5178\u578b\u884c\u4e1a\u5e94\u7528\u573a\u666f\u89e3\u6790<\/h3>\n
        \n
      1. \u91d1\u878d\u884c\u4e1a\u9ad8\u9891\u4ea4\u6613<\/strong>\uff1a\u67d0\u91cf\u5316\u57fa\u91d1\u901a\u8fc7\u6beb\u79d2\u7ea7\u5ef6\u8fdf\u9884\u6d4b\uff0c\u5c06\u5957\u5229\u7b56\u7565\u6267\u884c\u901f\u5ea6\u63d0\u5347\u81f3\u7eb3\u79d2\u7ea7\n<\/li>\n
      2. \u533b\u7597\u5f71\u50cf\u4e91\u5904\u7406<\/strong>\uff1a\u7ed3\u54085G\u5207\u7247\u6280\u672f\uff0c\u5b9e\u73b0CT\u5f71\u50cf\u5904\u7406\u8017\u65f6\u4ece8\u5206\u949f\u7f29\u77ed\u81f347\u79d2\n<\/li>\n
      3. \u667a\u80fd\u5236\u9020\u6570\u5b57\u5b6a\u751f<\/strong>\uff1a\u4e09\u4e00\u91cd\u5de5\u90e8\u7f72\u8fb9\u7f18\u4e91\u8c03\u5ea6\u7cfb\u7edf\u540e\uff0c\u8bbe\u5907\u5efa\u6a21\u6548\u7387\u63d0\u5347300%\n<\/li>\n<\/ol>\n

        \u4e94\u3001\u6280\u672f\u4f18\u5316\u4e0e\u672a\u6765\u6f14\u8fdb\u65b9\u5411<\/h3>\n
          \n
        1. AI\u5927\u6a21\u578b\u6df1\u5ea6\u5e94\u7528<\/strong>\uff1a\u5fae\u8f6fAzure\u6b63\u5728\u6d4b\u8bd5\u5c06GPT-4\u7528\u4e8e\u5f02\u5e38\u6d41\u91cf\u6a21\u5f0f\u8bc6\u522b\n<\/li>\n
        2. \u8fb9\u7f18\u8ba1\u7b97\u878d\u5408\u521b\u65b0<\/strong>\uff1a\u534e\u4e3a\u4e91\u8fb9\u7aef\u534f\u540c\u65b9\u6848\u4f7f\u81ea\u52a8\u9a7e\u9a76\u6570\u636e\u5904\u7406\u5ef6\u8fdf\u964d\u4f4e\u81f310ms\u7ea7\n<\/li>\n
        3. \u7eff\u8272\u8ba1\u7b97\u6301\u7eed\u7a81\u7834<\/strong>\uff1a\u6db2\u51b7\u670d\u52a1\u5668\u4e0e\u8c03\u5ea6\u7b97\u6cd5\u7684\u7ed3\u5408\u4f7f\u8c37\u6b4c\u6570\u636e\u4e2d\u5fc3\u78b3\u6392\u91cf\u51cf\u5c1140%\n<\/li>\n
        4. \u5b89\u5168\u53ef\u4fe1\u673a\u5236\u6784\u5efa<\/strong>\uff1a\u533a\u5757\u94fe\u6280\u672f\u5f00\u59cb\u5e94\u7528\u4e8e\u8c03\u5ea6\u7b56\u7565\u7684\u5ba1\u8ba1\u8ffd\u6eaf\uff0c\u67d0\u653f\u5e9c\u4e91\u5e73\u53f0\u5df2\u5b9e\u73b0\u64cd\u4f5c\u7559\u75d5100%\u53ef\u9a8c\u8bc1\n<\/li>\n<\/ol>\n

          \u4ece\u5b9e\u8df5\u6570\u636e\u6765\u770b\uff0c\u91c7\u7528\u4e91\u7f51\u5206\u6790\u6280\u672f\u7684\u4f01\u4e1a\u5e73\u5747\u83b7\u5f97\u4ee5\u4e0b\u6536\u76ca\uff1a\u8d44\u6e90\u5229\u7528\u7387\u63d0\u534755%\u4ee5\u4e0a\uff0c\u8fd0\u7ef4\u6210\u672c\u964d\u4f4e32%\uff0c\u4e1a\u52a1\u8fde\u7eed\u6027\u4fdd\u969c\u8fbe\u523099.999%<\/strong>\u3002\u8fd9\u79cd\u6280\u672f\u6f14\u8fdb\u4e0d\u4ec5\u91cd\u65b0\u5b9a\u4e49\u4e86\u4e91\u8d44\u6e90\u8c03\u5ea6\u7684\u4ef7\u503c\u8fb9\u754c\uff0c\u66f4\u5728\u7b97\u529b\u7f51\u7edc\u5316\u65f6\u4ee3\u5f00\u8f9f\u51fa\u65b0\u7684\u6548\u7387\u589e\u957f\u6781\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

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