{"id":23212,"date":"2024-11-27T11:26:22","date_gmt":"2024-11-27T03:26:22","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=23212"},"modified":"2024-11-27T11:26:22","modified_gmt":"2024-11-27T03:26:22","slug":"%e4%ba%86%e8%a7%a3%e5%ba%94%e7%94%a8%e6%80%a7%e8%83%bd%e7%ae%a1%e7%90%86%ef%bc%9a%e6%8f%90%e5%8d%87%e4%bc%81%e4%b8%9a%e7%ab%9e%e4%ba%89%e5%8a%9b%e7%9a%84%e6%9c%89%e5%8a%9b%e6%ad%a6%e5%99%a8","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/23212.html","title":{"rendered":"\u4e86\u89e3\u5e94\u7528\u6027\u80fd\u7ba1\u7406\uff1a\u63d0\u5347\u4f01\u4e1a\u7ade\u4e89\u529b\u7684\u6709\u529b\u6b66\u5668"},"content":{"rendered":"

\t\t\t\t\u5728\u5f53\u4eca\u6570\u5b57\u5316\u65f6\u4ee3\uff0c\u4f01\u4e1a\u5e94\u7528\u7cfb\u7edf\u7684\u6027\u80fd\u76f4\u63a5\u5173\u7cfb\u5230\u4f01\u4e1a\u7684\u8fd0\u8425\u6548\u7387\u548c\u5e02\u573a\u7ade\u4e89\u529b\u3002\u5e94\u7528\u6027\u80fd\u7ba1\u7406<\/a>\uff08Application Performance Management\uff0cAPM\uff09\u4f5c\u4e3a\u4e00\u79cd\u65b0\u5174\u7684\u6280\u672f\u624b\u6bb5\uff0c\u6b63\u9010\u6e10\u6210\u4e3a\u4f01\u4e1a\u63d0\u5347\u7ade\u4e89\u529b\u7684\u6709\u529b\u6b66\u5668\u3002\u672c\u6587\u5c06\u4ece\u5e94\u7528\u6027\u80fd\u7ba1\u7406<\/a>\u7684\u5b9a\u4e49\u3001\u91cd\u8981\u6027\u3001\u5173\u952e\u6280\u672f\u3001\u5b9e\u65bd\u7b56\u7565\u4ee5\u53ca\u5b9e\u9645\u6848\u4f8b\u5206\u6790\u7b49\u65b9\u9762\uff0c\u5168\u9762\u63a2\u8ba8\u5982\u4f55\u901a\u8fc7\u5e94\u7528\u6027\u80fd\u7ba1\u7406\u63d0\u5347\u4f01\u4e1a\u7ade\u4e89\u529b\u3002<\/p>\n\n\n\n\n

\u4e00\u3001\u5e94\u7528\u6027\u80fd\u7ba1\u7406\u7684\u5b9a\u4e49\u4e0e\u91cd\u8981\u6027<\/h3>\n\n\n\n\n

1. \u5b9a\u4e49<\/h4>\n\n\n\n\n

\u5e94\u7528\u6027\u80fd\u7ba1\u7406\uff08APM\uff09\u662f\u6307\u901a\u8fc7\u4e00\u7cfb\u5217\u5de5\u5177\u548c\u6280\u672f\u624b\u6bb5\uff0c\u5bf9\u4f01\u4e1a\u7684\u5e94\u7528\u7cfb\u7edf\u8fdb\u884c\u5b9e\u65f6\u76d1\u63a7\u3001\u5206\u6790\u548c\u4f18\u5316\uff0c\u4ee5\u786e\u4fdd\u5e94\u7528\u7cfb\u7edf\u7684\u7a33\u5b9a\u8fd0\u884c\u548c\u9ad8\u6548\u6027\u80fd\u3002APM\u6db5\u76d6\u4e86\u4ece\u5e94\u7528\u5f00\u53d1\u3001\u6d4b\u8bd5\u5230\u90e8\u7f72\u3001\u8fd0\u7ef4\u7684\u5168\u751f\u547d\u5468\u671f\u7ba1\u7406\uff0c\u65e8\u5728\u63d0\u9ad8\u5e94\u7528\u7684\u54cd\u5e94\u901f\u5ea6\u3001\u53ef\u7528\u6027\u548c\u7528\u6237\u4f53\u9a8c\u3002<\/p>\n\n\n\n\n\n\n\n\n

<\/p>\n\n\n\n\n\n\n\n\n\n

2. \u91cd\u8981\u6027<\/h4>\n\n\n\n\n
    \n\n\n
  1. \u63d0\u5347\u7528\u6237\u4f53\u9a8c<\/strong>\uff1a\u5e94\u7528\u6027\u80fd\u76f4\u63a5\u5f71\u54cd\u7528\u6237\u7684\u6ee1\u610f\u5ea6\u548c\u5fe0\u8bda\u5ea6\u3002\u9ad8\u901f\u3001\u7a33\u5b9a\u7684\u7cfb\u7edf\u6027\u80fd\u80fd\u591f\u663e\u8457\u63d0\u5347\u7528\u6237\u4f53\u9a8c\uff0c\u589e\u52a0\u7528\u6237\u7c98\u6027\u3002<\/li>\n\n\n\n\n
  2. \u63d0\u9ad8\u8fd0\u8425\u6548\u7387<\/strong>\uff1a\u901a\u8fc7\u5b9e\u65f6\u76d1\u63a7\u548c\u4f18\u5316\u5e94\u7528\u6027\u80fd\uff0c\u4f01\u4e1a\u53ef\u4ee5\u53ca\u65f6\u53d1\u73b0\u548c\u89e3\u51b3\u7cfb\u7edf\u74f6\u9888\uff0c\u63d0\u9ad8\u8fd0\u8425\u6548\u7387\uff0c\u964d\u4f4e\u8fd0\u7ef4\u6210\u672c\u3002<\/li>\n\n\n\n\n
  3. \u589e\u5f3a\u5e02\u573a\u7ade\u4e89\u529b<\/strong>\uff1a\u5728\u6fc0\u70c8\u7684\u5e02\u573a\u7ade\u4e89\u4e2d\uff0c\u9ad8\u6027\u80fd\u7684\u5e94\u7528\u7cfb\u7edf\u80fd\u591f\u4e3a\u4f01\u4e1a\u8d62\u5f97\u66f4\u591a\u5ba2\u6237\u548c\u5e02\u573a\u4efd\u989d\uff0c\u63d0\u5347\u4f01\u4e1a\u7684\u5e02\u573a\u7ade\u4e89\u529b\u3002<\/li>\n\n\n\n\n
  4. \u4fdd\u969c\u4e1a\u52a1\u8fde\u7eed\u6027<\/strong>\uff1a\u5e94\u7528\u6027\u80fd\u7ba1\u7406\u80fd\u591f\u53ca\u65f6\u53d1\u73b0\u548c\u9884\u9632\u7cfb\u7edf\u6545\u969c\uff0c\u4fdd\u969c\u4e1a\u52a1\u7684\u8fde\u7eed\u6027\u548c\u7a33\u5b9a\u6027\u3002<\/li>\n\n\n<\/ol>\n\n\n\n\n

    \u4e8c\u3001\u5e94\u7528\u6027\u80fd\u7ba1\u7406\u7684\u5173\u952e\u6280\u672f<\/h3>\n\n\n\n\n

    1. \u5b9e\u65f6\u76d1\u63a7\u6280\u672f<\/h4>\n\n\n\n\n

    \u5b9e\u65f6\u76d1\u63a7\u662fAPM\u7684\u57fa\u7840\uff0c\u901a\u8fc7\u90e8\u7f72\u5404\u79cd\u76d1\u63a7\u5de5\u5177\uff0c\u5b9e\u65f6\u6536\u96c6\u5e94\u7528\u7cfb\u7edf\u7684\u6027\u80fd\u6570\u636e\uff0c\u5305\u62ecCPU\u4f7f\u7528\u7387\u3001\u5185\u5b58\u5360\u7528\u3001\u7f51\u7edc\u5ef6\u8fdf\u3001\u6570\u636e\u5e93\u54cd\u5e94\u65f6\u95f4\u7b49\u3002\u5e38\u89c1\u7684\u76d1\u63a7\u5de5\u5177\u6709Prometheus<\/a>\u3001Zabbix\u3001Nagios\u7b49\u3002<\/p>\n\n\n\n\n

    2. \u6027\u80fd\u5206\u6790\u6280\u672f<\/h4>\n\n\n\n\n

    \u6027\u80fd\u5206\u6790\u6280\u672f\u901a\u8fc7\u5bf9\u6536\u96c6\u5230\u7684\u6027\u80fd\u6570\u636e\u8fdb\u884c\u6df1\u5165\u5206\u6790\uff0c\u8bc6\u522b\u51fa\u7cfb\u7edf\u7684\u6027\u80fd\u74f6\u9888\u548c\u6f5c\u5728\u95ee\u9898\u3002\u5e38\u7528\u7684\u6027\u80fd\u5206\u6790\u5de5\u5177\u5305\u62ecGrafana\u3001ELK Stack\uff08Elasticsearch\u3001Logstash\u3001Kibana\uff09\u7b49\u3002<\/p>\n\n\n\n\n

    3. \u81ea\u52a8\u5316\u8fd0\u7ef4\u6280\u672f<\/h4>\n\n\n\n\n

    \u81ea\u52a8\u5316\u8fd0\u7ef4\u6280\u672f\u901a\u8fc7\u811a\u672c\u548c\u5de5\u5177\u5b9e\u73b0\u5e94\u7528\u7684\u81ea\u52a8\u5316\u90e8\u7f72\u3001\u5347\u7ea7\u548c\u6545\u969c\u6062\u590d\uff0c\u63d0\u9ad8\u8fd0\u7ef4\u6548\u7387\u3002\u5e38\u89c1\u7684\u81ea\u52a8\u5316\u8fd0\u7ef4\u5de5\u5177\u6709Ansible\u3001Puppet\u3001SaltStack\u7b49\u3002<\/p>\n\n\n\n\n

    4. \u5e94\u7528\u6027\u80fd\u4f18\u5316\u6280\u672f<\/h4>\n\n\n\n\n

    \u5e94\u7528\u6027\u80fd\u4f18\u5316\u6280\u672f\u5305\u62ec\u4ee3\u7801\u4f18\u5316\u3001\u6570\u636e\u5e93\u4f18\u5316\u3001\u7f13\u5b58\u4f18\u5316\u7b49\uff0c\u65e8\u5728\u63d0\u9ad8\u5e94\u7528\u7684\u54cd\u5e94\u901f\u5ea6\u548c\u541e\u5410\u91cf\u3002\u5e38\u89c1\u7684\u4f18\u5316\u624b\u6bb5\u6709\u4ee3\u7801\u91cd\u6784\u3001\u6570\u636e\u5e93\u7d22\u5f15\u4f18\u5316\u3001\u4f7f\u7528Redis\u7b49\u7f13\u5b58\u6280\u672f\u3002<\/p>\n\n\n\n\n

    \u4e09\u3001\u5e94\u7528\u6027\u80fd\u7ba1\u7406\u7684\u5b9e\u65bd\u7b56\u7565<\/h3>\n\n\n\n\n

    1. \u5236\u5b9a\u6027\u80fd\u7ba1\u7406\u76ee\u6807<\/h4>\n\n\n\n\n

    \u4f01\u4e1a\u5728\u5b9e\u65bdAPM\u524d\uff0c\u5e94\u660e\u786e\u6027\u80fd\u7ba1\u7406\u76ee\u6807\uff0c\u5982\u54cd\u5e94\u65f6\u95f4\u3001\u53ef\u7528\u6027\u3001\u541e\u5410\u91cf\u7b49\u5173\u952e\u6027\u80fd\u6307\u6807\uff08KPI\uff09\u3002\u76ee\u6807\u5e94\u5177\u4f53\u3001\u53ef\u91cf\u5316\uff0c\u4ee5\u4fbf\u540e\u7eed\u8bc4\u4f30\u548c\u4f18\u5316\u3002<\/p>\n\n\n\n\n

    2. \u9009\u62e9\u5408\u9002\u7684APM\u5de5\u5177<\/h4>\n\n\n\n\n

    \u6839\u636e\u4f01\u4e1a\u7684\u5e94\u7528\u67b6\u6784\u548c\u6027\u80fd\u7ba1\u7406\u9700\u6c42\uff0c\u9009\u62e9\u5408\u9002\u7684APM\u5de5\u5177\u3002\u5de5\u5177\u5e94\u5177\u5907\u5b9e\u65f6\u76d1\u63a7\u3001\u6027\u80fd\u5206\u6790\u3001\u544a\u8b66\u901a\u77e5\u7b49\u529f\u80fd\uff0c\u5e76\u80fd\u4e0e\u4f01\u4e1a\u73b0\u6709\u7684IT\u57fa\u7840\u8bbe\u65bd\u65e0\u7f1d\u96c6\u6210\u3002<\/p>\n\n\n\n\n

    3. \u6784\u5efa\u5168\u9762\u7684\u76d1\u63a7\u4f53\u7cfb<\/h4>\n\n\n\n\n

    \u6784\u5efa\u5168\u9762\u7684\u76d1\u63a7\u4f53\u7cfb\uff0c\u8986\u76d6\u5e94\u7528\u7684\u6240\u6709\u5173\u952e\u7ec4\u4ef6\uff0c\u5305\u62ec\u670d\u52a1\u5668\u3001\u6570\u636e\u5e93\u3001\u7f51\u7edc\u8bbe\u5907\u7b49\u3002\u786e\u4fdd\u76d1\u63a7\u6570\u636e\u7684\u5168\u9762\u6027\u548c\u51c6\u786e\u6027\u3002<\/p>\n\n\n\n\n

    4. \u5efa\u7acb\u6027\u80fd\u5206\u6790\u6d41\u7a0b<\/h4>\n\n\n\n\n

    \u5efa\u7acb\u6027\u80fd\u5206\u6790\u6d41\u7a0b\uff0c\u5b9a\u671f\u5bf9\u6536\u96c6\u5230\u7684\u6027\u80fd\u6570\u636e\u8fdb\u884c\u6df1\u5165\u5206\u6790\uff0c\u8bc6\u522b\u6027\u80fd\u74f6\u9888\u548c\u6f5c\u5728\u95ee\u9898\u3002\u5236\u5b9a\u4f18\u5316\u65b9\u6848\uff0c\u5e76\u8ddf\u8e2a\u4f18\u5316\u6548\u679c\u3002<\/p>\n\n\n\n\n

    5. \u5b9e\u65bd\u81ea\u52a8\u5316\u8fd0\u7ef4<\/h4>\n\n\n\n\n

    \u901a\u8fc7\u81ea\u52a8\u5316\u8fd0\u7ef4\u5de5\u5177\uff0c\u5b9e\u73b0\u5e94\u7528\u7684\u81ea\u52a8\u5316\u90e8\u7f72\u3001\u5347\u7ea7\u548c\u6545\u969c\u6062\u590d\uff0c\u63d0\u9ad8\u8fd0\u7ef4\u6548\u7387\uff0c\u964d\u4f4e\u4eba\u4e3a\u9519\u8bef\u3002<\/p>\n\n\n\n\n

    6. \u6301\u7eed\u4f18\u5316\u548c\u6539\u8fdb<\/h4>\n\n\n\n\n

    \u5e94\u7528\u6027\u80fd\u7ba1\u7406\u662f\u4e00\u4e2a\u6301\u7eed\u7684\u8fc7\u7a0b\uff0c\u4f01\u4e1a\u5e94\u5b9a\u671f\u8bc4\u4f30\u6027\u80fd\u7ba1\u7406\u6548\u679c\uff0c\u6839\u636e\u4e1a\u52a1\u53d1\u5c55\u548c\u5e02\u573a\u9700\u6c42\uff0c\u4e0d\u65ad\u4f18\u5316\u548c\u6539\u8fdb\u6027\u80fd\u7ba1\u7406\u7b56\u7565\u3002<\/p>\n\n\n\n\n

    \u56db\u3001\u5e94\u7528\u6027\u80fd\u7ba1\u7406\u7684\u5b9e\u9645\u6848\u4f8b\u5206\u6790<\/h3>\n\n\n\n\n

    \u6848\u4f8b\u4e00\uff1a\u67d0\u7535\u5546\u5e73\u53f0\u7684\u6027\u80fd\u4f18\u5316<\/h4>\n\n\n\n\n

    \u67d0\u7535\u5546\u5e73\u53f0\u5728\u4e1a\u52a1\u9ad8\u5cf0\u671f\u7ecf\u5e38\u51fa\u73b0\u7cfb\u7edf\u5361\u987f\u3001\u54cd\u5e94\u6162\u7b49\u95ee\u9898\uff0c\u4e25\u91cd\u5f71\u54cd\u4e86\u7528\u6237\u4f53\u9a8c\u548c\u4e1a\u52a1\u6536\u5165\u3002\u901a\u8fc7\u5f15\u5165APM\u5de5\u5177\uff0c\u8be5\u5e73\u53f0\u5b9e\u73b0\u4e86\u4ee5\u4e0b\u4f18\u5316\uff1a<\/p>\n\n\n\n\n

      \n\n\n
    1. \u5b9e\u65f6\u76d1\u63a7<\/strong>\uff1a\u90e8\u7f72Prometheus<\/a>\u548cGrafana\uff0c\u5b9e\u65f6\u76d1\u63a7\u670d\u52a1\u5668\u3001\u6570\u636e\u5e93\u548c\u5e94\u7528\u7684\u6027\u80fd\u6307\u6807\u3002<\/li>\n\n\n\n\n
    2. \u6027\u80fd\u5206\u6790<\/strong>\uff1a\u901a\u8fc7ELK Stack\u5206\u6790\u65e5\u5fd7\u6570\u636e\uff0c\u53d1\u73b0\u6570\u636e\u5e93\u67e5\u8be2\u662f\u4e3b\u8981\u74f6\u9888\u3002<\/li>\n\n\n\n\n
    3. \u4f18\u5316\u63aa\u65bd<\/strong>\uff1a\u5bf9\u6570\u636e\u5e93\u8fdb\u884c\u7d22\u5f15\u4f18\u5316\uff0c\u5f15\u5165Redis\u7f13\u5b58\u70ed\u70b9\u6570\u636e\uff0c\u91cd\u6784\u90e8\u5206\u9ad8\u8d1f\u8f7d\u4ee3\u7801\u3002<\/li>\n\n\n\n\n
    4. \u6548\u679c\u8bc4\u4f30<\/strong>\uff1a\u4f18\u5316\u540e\uff0c\u7cfb\u7edf\u54cd\u5e94\u65f6\u95f4\u51cf\u5c11\u4e8650%\uff0c\u7528\u6237\u6295\u8bc9\u7387\u4e0b\u964d\u4e8630%\uff0c\u4e1a\u52a1\u6536\u5165\u663e\u8457\u63d0\u5347\u3002<\/li>\n\n\n<\/ol>\n\n\n\n\n

      \u6848\u4f8b\u4e8c\uff1a\u67d0\u91d1\u878d\u4f01\u4e1a\u7684\u5e94\u7528\u6027\u80fd\u7ba1\u7406<\/h4>\n\n\n\n\n

      \u67d0\u91d1\u878d\u4f01\u4e1a\u5728\u6570\u5b57\u5316\u8f6c\u578b\u8fc7\u7a0b\u4e2d\uff0c\u9762\u4e34\u5e94\u7528\u7cfb\u7edf\u590d\u6742\u3001\u6027\u80fd\u4e0d\u7a33\u5b9a\u7b49\u95ee\u9898\u3002\u901a\u8fc7\u5b9e\u65bdAPM\uff0c\u8be5\u4f01\u4e1a\u53d6\u5f97\u4e86\u4ee5\u4e0b\u6210\u6548\uff1a<\/p>\n\n\n\n\n

        \n\n\n
      1. \u76d1\u63a7\u4f53\u7cfb\u6784\u5efa<\/strong>\uff1a\u90e8\u7f72Zabbix\u548cNagios\uff0c\u5168\u9762\u76d1\u63a7\u670d\u52a1\u5668\u3001\u7f51\u7edc\u8bbe\u5907\u548c\u5e94\u7528\u7684\u6027\u80fd\u3002<\/li>\n\n\n\n\n
      2. \u81ea\u52a8\u5316\u8fd0\u7ef4<\/strong>\uff1a\u4f7f\u7528Ansible\u5b9e\u73b0\u5e94\u7528\u7684\u81ea\u52a8\u5316\u90e8\u7f72\u548c\u5347\u7ea7\uff0c\u63d0\u9ad8\u8fd0\u7ef4\u6548\u7387\u3002<\/li>\n\n\n\n\n
      3. \u6027\u80fd\u4f18\u5316<\/strong>\uff1a\u901a\u8fc7\u6027\u80fd\u5206\u6790\uff0c\u53d1\u73b0\u90e8\u5206\u670d\u52a1\u8c03\u7528\u5ef6\u8fdf\u8f83\u9ad8\uff0c\u91c7\u7528\u5fae\u670d\u52a1\u67b6\u6784\u8fdb\u884c\u4f18\u5316\u3002<\/li>\n\n\n\n\n
      4. \u4e1a\u52a1\u8fde\u7eed\u6027\u4fdd\u969c<\/strong>\uff1a\u901a\u8fc7\u5b9e\u65f6\u76d1\u63a7\u548c\u544a\u8b66\u673a\u5236\uff0c\u53ca\u65f6\u53d1\u73b0\u548c\u5904\u7406\u7cfb\u7edf\u6545\u969c\uff0c\u4fdd\u969c\u4e1a\u52a1\u8fde\u7eed\u6027\u3002<\/li>\n\n\n<\/ol>\n\n\n\n\n

        \u4e94\u3001\u5e94\u7528\u6027\u80fd\u7ba1\u7406\u7684\u672a\u6765\u53d1\u5c55\u8d8b\u52bf<\/h3>\n\n\n\n\n

        1. \u4eba\u5de5\u667a\u80fd\u4e0e\u673a\u5668\u5b66\u4e60\u7684\u5e94\u7528<\/h4>\n\n\n\n\n

        \u672a\u6765\uff0cAPM\u5c06\u66f4\u591a\u5730\u7ed3\u5408\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u548c\u673a\u5668\u5b66\u4e60\uff08ML\uff09\u6280\u672f\uff0c\u901a\u8fc7\u667a\u80fd\u5206\u6790\u6d77\u91cf\u6027\u80fd\u6570\u636e\uff0c\u81ea\u52a8\u8bc6\u522b\u6027\u80fd\u74f6\u9888\u548c\u6f5c\u5728\u95ee\u9898\uff0c\u63d0\u4f9b\u667a\u80fd\u4f18\u5316\u5efa\u8bae\u3002<\/p>\n\n\n\n\n

        2. \u4e91\u539f\u751fAPM<\/a>\u7684\u666e\u53ca<\/h4>\n\n\n\n\n

        \u968f\u7740\u4e91\u8ba1\u7b97\u7684\u666e\u53ca\uff0c\u4e91\u539f\u751fAPM<\/a>\u5c06\u6210\u4e3a\u4e3b\u6d41\u3002\u4e91\u539f\u751fAPM\u80fd\u591f\u66f4\u597d\u5730\u652f\u6301\u5bb9\u5668\u5316\u3001\u5fae\u670d\u52a1\u67b6\u6784\uff0c\u63d0\u4f9b\u66f4\u7075\u6d3b\u3001\u9ad8\u6548\u7684\u6027\u80fd\u7ba1\u7406\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n\n\n\n\n

        3. \u5168\u94fe\u8def\u8ffd\u8e2a\u6280\u672f\u7684\u5b8c\u5584<\/h4>\n\n\n\n\n

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        4. \u5b89\u5168\u4e0e\u6027\u80fd\u7ba1\u7406\u7684\u878d\u5408<\/h4>\n\n\n\n\n

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        \u516d\u3001\u7ed3\u8bed<\/h3>\n\n\n\n\n

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