{"id":22330,"date":"2024-11-21T11:55:25","date_gmt":"2024-11-21T03:55:25","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=22330"},"modified":"2024-11-21T11:55:25","modified_gmt":"2024-11-21T03:55:25","slug":"%e8%af%a6%e8%a7%a3%e5%85%a8%e6%99%af%e6%80%a7%e8%83%bd%e7%9b%91%e6%8e%a7%ef%bc%9a%e8%ae%a9%e7%b3%bb%e7%bb%9f%e6%80%a7%e8%83%bd%e4%b8%80%e7%9b%ae%e4%ba%86%e7%84%b6","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/22330.html","title":{"rendered":"\u8be6\u89e3\u5168\u666f\u6027\u80fd\u76d1\u63a7\uff1a\u8ba9\u7cfb\u7edf\u6027\u80fd\u4e00\u76ee\u4e86\u7136"},"content":{"rendered":"<p>\t\t\t\t<![CDATA[\n\n<p>\u5728\u73b0\u4ee3\u4f01\u4e1a\u73af\u5883\u4e2d\uff0cIT\u7cfb\u7edf\u7684\u7a33\u5b9a\u6027\u548c\u6027\u80fd\u76f4\u63a5\u5173\u7cfb\u5230\u4e1a\u52a1\u7684\u8fde\u7eed\u6027\u548c\u7528\u6237\u4f53\u9a8c\u3002\u968f\u7740\u7cfb\u7edf\u67b6\u6784\u7684\u65e5\u76ca\u590d\u6742\u5316\u548c\u4e1a\u52a1\u9700\u6c42\u7684\u4e0d\u65ad\u589e\u957f\uff0c\u4f20\u7edf\u7684\u5355\u4e00\u76d1\u63a7\u5de5\u5177\u5df2\u65e0\u6cd5\u6ee1\u8db3\u5168\u9762\u3001\u5b9e\u65f6\u7684\u6027\u80fd\u76d1\u63a7\u9700\u6c42\u3002<a href=\"https:\/\/www.yunshan.net\" target=\"_blank\" style=\"color:blue\" rel=\"noopener noreferrer\">\u5168\u666f\u6027\u80fd\u76d1\u63a7<\/a>\u4f5c\u4e3a\u4e00\u79cd\u5168\u65b0\u7684\u76d1\u63a7\u7406\u5ff5\u548c\u6280\u672f\u624b\u6bb5\uff0c\u5e94\u8fd0\u800c\u751f\uff0c\u65e8\u5728\u4e3a\u4f01\u4e1a\u548cIT\u8fd0\u7ef4\u56e2\u961f\u63d0\u4f9b\u4e00\u4e2a\u5168\u9762\u3001\u76f4\u89c2\u3001\u9ad8\u6548\u7684\u7cfb\u7edf\u6027\u80fd\u76d1\u63a7\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n\n\n\n\n<h3>\u4e00\u3001<a href=\"https:\/\/www.yunshan.net\" target=\"_blank\" style=\"color:blue\" rel=\"noopener noreferrer\">\u5168\u666f\u6027\u80fd\u76d1\u63a7<\/a>\u7684\u5b9a\u4e49\u4e0e\u6838\u5fc3\u4ef7\u503c<\/h3>\n\n\n\n\n<p><strong>1.1 \u5b9a\u4e49<\/strong><\/p>\n\n\n\n\n\n\n\n\n<p align=center><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2024\/11\/L1LMSmaEn.jpg\" width=1000><\/p>\n\n\n\n\n\n\n\n\n\n<p>\u5168\u666f\u6027\u80fd\u76d1\u63a7\uff08Panoramic Performance Monitoring\uff09\u662f\u6307\u901a\u8fc7\u6574\u5408\u591a\u79cd\u76d1\u63a7\u5de5\u5177\u548c\u6570\u636e\u6e90\uff0c\u5b9e\u73b0\u5bf9IT\u7cfb\u7edf\u5404\u4e2a\u5c42\u9762\uff08\u5305\u62ec\u786c\u4ef6\u3001\u8f6f\u4ef6\u3001\u7f51\u7edc\u3001\u5e94\u7528\u7b49\uff09\u7684\u6027\u80fd\u6570\u636e\u8fdb\u884c\u5168\u9762\u91c7\u96c6\u3001\u5206\u6790\u548c\u5c55\u793a\u7684\u4e00\u79cd\u76d1\u63a7\u65b9\u5f0f\u3002\u5b83\u4e0d\u4ec5\u5173\u6ce8\u5355\u4e00\u7ec4\u4ef6\u7684\u6027\u80fd\uff0c\u66f4\u5f3a\u8c03\u4ece\u5168\u5c40\u89c6\u89d2\u5ba1\u89c6\u6574\u4e2a\u7cfb\u7edf\u7684\u8fd0\u884c\u72b6\u6001\u3002<\/p>\n\n\n\n\n<p><strong>1.2 \u6838\u5fc3\u4ef7\u503c<\/strong><\/p>\n\n\n\n\n<ul>\n\n\n<li><strong>\u5168\u9762\u6027<\/strong>\uff1a\u8986\u76d6\u7cfb\u7edf\u5404\u4e2a\u5c42\u9762\uff0c\u907f\u514d\u76d1\u63a7\u76f2\u533a\u3002<\/li>\n\n\n\n\n<li><strong>\u5b9e\u65f6\u6027<\/strong>\uff1a\u5b9e\u65f6\u6570\u636e\u91c7\u96c6\u548c\u5206\u6790\uff0c\u53ca\u65f6\u53d1\u73b0\u548c\u89e3\u51b3\u95ee\u9898\u3002<\/li>\n\n\n\n\n<li><strong>\u53ef\u89c6\u5316<\/strong>\uff1a\u901a\u8fc7\u76f4\u89c2\u7684\u56fe\u8868\u548c\u4eea\u8868\u76d8\uff0c\u8ba9\u7cfb\u7edf\u6027\u80fd\u4e00\u76ee\u4e86\u7136\u3002<\/li>\n\n\n\n\n<li><strong>\u667a\u80fd\u5316<\/strong>\uff1a\u5229\u7528AI\u548c\u5927\u6570\u636e\u6280\u672f\uff0c\u63d0\u4f9b\u667a\u80fd\u9884\u8b66\u548c\u4f18\u5316\u5efa\u8bae\u3002<\/li>\n\n\n<\/ul>\n\n\n\n\n<h3>\u4e8c\u3001\u5168\u666f\u6027\u80fd\u76d1\u63a7\u7684\u67b6\u6784\u4e0e\u7ec4\u4ef6<\/h3>\n\n\n\n\n<p><strong>2.1 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\u5173\u952e\u7ec4\u4ef6<\/strong><\/p>\n\n\n\n\n<ul>\n\n\n<li><strong>\u76d1\u63a7\u4ee3\u7406<\/strong>\uff1a\u90e8\u7f72\u5728\u5404\u4e2a\u76d1\u63a7\u5bf9\u8c61\u4e0a\u7684\u8f7b\u91cf\u7ea7\u4ee3\u7406\u7a0b\u5e8f\uff0c\u8d1f\u8d23\u6570\u636e\u91c7\u96c6\u3002<\/li>\n\n\n\n\n<li><strong>\u6570\u636e\u4ed3\u5e93<\/strong>\uff1a\u7528\u4e8e\u5b58\u50a8\u6d77\u91cf\u76d1\u63a7\u6570\u636e\u7684\u6570\u636e\u5e93\u7cfb\u7edf\uff0c\u901a\u5e38\u91c7\u7528\u5206\u5e03\u5f0f\u67b6\u6784\u3002<\/li>\n\n\n\n\n<li><strong>\u5206\u6790\u5f15\u64ce<\/strong>\uff1a\u57fa\u4e8e\u5927\u6570\u636e\u548cAI\u6280\u672f\uff0c\u5bf9\u6570\u636e\u8fdb\u884c\u6df1\u5ea6\u5206\u6790\u3002<\/li>\n\n\n\n\n<li><strong>\u53ef\u89c6\u5316\u5de5\u5177<\/strong>\uff1a\u5982Grafana\u3001Kibana\u7b49\uff0c\u7528\u4e8e\u6570\u636e\u5c55\u793a\u548c\u4eea\u8868\u76d8\u6784\u5efa\u3002<\/li>\n\n\n\n\n<li><strong>\u9884\u8b66\u7cfb\u7edf<\/strong>\uff1a\u5982<a href=\"https:\/\/www.yunshan.net\" target=\"_blank\" style=\"color:blue\" rel=\"noopener noreferrer\">Prometheus<\/a> Alertmanager\uff0c\u8d1f\u8d23\u9884\u8b66\u7ba1\u7406\u548c\u901a\u77e5\u53d1\u9001\u3002<\/li>\n\n\n<\/ul>\n\n\n\n\n<h3>\u4e09\u3001\u5168\u666f\u6027\u80fd\u76d1\u63a7\u7684\u5b9e\u73b0\u6b65\u9aa4<\/h3>\n\n\n\n\n<p><strong>3.1 \u9700\u6c42\u5206\u6790\u4e0e\u89c4\u5212<\/strong><\/p>\n\n\n\n\n<p>\u5728\u5b9e\u65bd\u5168\u666f\u6027\u80fd\u76d1\u63a7\u4e4b\u524d\uff0c\u9996\u5148\u9700\u8981\u8fdb\u884c\u8be6\u7ec6\u7684\u9700\u6c42\u5206\u6790\u548c\u89c4\u5212\uff0c\u660e\u786e\u76d1\u63a7\u76ee\u6807\u3001\u8303\u56f4\u548c\u6307\u6807\u3002\u5177\u4f53\u5305\u62ec\uff1a<\/p>\n\n\n\n\n<ul>\n\n\n<li><strong>\u786e\u5b9a\u76d1\u63a7\u5bf9\u8c61<\/strong>\uff1a\u5982\u670d\u52a1\u5668\u3001\u6570\u636e\u5e93\u3001\u7f51\u7edc\u8bbe\u5907\u3001\u5e94\u7528\u7cfb\u7edf\u7b49\u3002<\/li>\n\n\n\n\n<li><strong>\u5b9a\u4e49\u76d1\u63a7\u6307\u6807<\/strong>\uff1a\u5982CPU\u4f7f\u7528\u7387\u3001\u5185\u5b58\u5360\u7528\u3001\u7f51\u7edc\u5ef6\u8fdf\u3001\u4e8b\u52a1\u54cd\u5e94\u65f6\u95f4\u7b49\u3002<\/li>\n\n\n\n\n<li><strong>\u5236\u5b9a\u76d1\u63a7\u7b56\u7565<\/strong>\uff1a\u5305\u62ec\u6570\u636e\u91c7\u96c6\u9891\u7387\u3001\u5b58\u50a8\u65b9\u5f0f\u3001\u9884\u8b66\u89c4\u5219\u7b49\u3002<\/li>\n\n\n<\/ul>\n\n\n\n\n<p><strong>3.2 \u76d1\u63a7\u5de5\u5177\u9009\u578b\u4e0e\u90e8\u7f72<\/strong><\/p>\n\n\n\n\n<p>\u6839\u636e\u9700\u6c42\u5206\u6790\u7ed3\u679c\uff0c\u9009\u62e9\u5408\u9002\u7684\u76d1\u63a7\u5de5\u5177\u5e76\u8fdb\u884c\u90e8\u7f72\u3002\u5e38\u89c1\u7684\u76d1\u63a7\u5de5\u5177\u5305\u62ec\uff1a<\/p>\n\n\n\n\n<ul>\n\n\n<li><strong>\u7cfb\u7edf\u76d1\u63a7<\/strong>\uff1a\u5982Zabbix\u3001Nagios\u3001<a href=\"https:\/\/www.yunshan.net\" target=\"_blank\" style=\"color:blue\" rel=\"noopener noreferrer\">Prometheus<\/a>\u7b49\u3002<\/li>\n\n\n\n\n<li><strong>\u5e94\u7528\u76d1\u63a7<\/strong>\uff1a\u5982APM\uff08Application Performance Management\uff09\u5de5\u5177\uff0c\u5982New Relic\u3001Datadog\u7b49\u3002<\/li>\n\n\n\n\n<li><strong>\u7f51\u7edc\u76d1\u63a7<\/strong>\uff1a\u5982Wireshark\u3001SolarWinds\u7b49\u3002<\/li>\n\n\n<\/ul>\n\n\n\n\n<p><strong>3.3 \u6570\u636e\u91c7\u96c6\u4e0e\u4f20\u8f93<\/strong><\/p>\n\n\n\n\n<p>\u901a\u8fc7\u90e8\u7f72\u76d1\u63a7\u4ee3\u7406\u7a0b\u5e8f\uff0c\u5b9e\u65f6\u91c7\u96c6\u5404\u4e2a\u76d1\u63a7\u5bf9\u8c61\u7684\u6027\u80fd\u6570\u636e\uff0c\u5e76\u901a\u8fc7\u5b89\u5168\u3001\u9ad8\u6548\u7684\u4f20\u8f93\u673a\u5236\u5c06\u6570\u636e\u53d1\u9001\u5230\u6570\u636e\u5904\u7406\u4e2d\u5fc3\u3002<\/p>\n\n\n\n\n<p><strong>3.4 \u6570\u636e\u5904\u7406\u4e0e\u5206\u6790<\/strong><\/p>\n\n\n\n\n<p>\u5bf9\u91c7\u96c6\u5230\u7684\u6570\u636e\u8fdb\u884c\u6e05\u6d17\u3001\u8f6c\u6362\u548c\u5b58\u50a8\uff0c\u5229\u7528\u5927\u6570\u636e\u548cAI\u6280\u672f\u8fdb\u884c\u6df1\u5ea6\u5206\u6790\uff0c\u63d0\u53d6\u6709\u4ef7\u503c\u7684\u4fe1\u606f\u548c\u8d8b\u52bf\u3002<\/p>\n\n\n\n\n<p><strong>3.5 \u6570\u636e\u5c55\u793a\u4e0e\u53ef\u89c6\u5316<\/strong><\/p>\n\n\n\n\n<p>\u901a\u8fc7\u53ef\u89c6\u5316\u5de5\u5177\u6784\u5efa\u76f4\u89c2\u7684\u4eea\u8868\u76d8\u548c\u56fe\u8868\uff0c\u5c06\u5206\u6790\u7ed3\u679c\u4ee5\u56fe\u5f62\u5316\u7684\u65b9\u5f0f\u5c55\u793a\u7ed9\u7528\u6237\uff0c\u4fbf\u4e8e\u5feb\u901f\u7406\u89e3\u548c\u51b3\u7b56\u3002<\/p>\n\n\n\n\n<p><strong>3.6 \u9884\u8b66\u4e0e\u54cd\u5e94<\/strong><\/p>\n\n\n\n\n<p>\u6839\u636e\u9884\u8bbe\u7684\u9608\u503c\u548c\u89c4\u5219\uff0c\u53ca\u65f6\u53d1\u73b0\u5f02\u5e38\u5e76\u89e6\u53d1\u9884\u8b66\uff0c\u901a\u8fc7\u90ae\u4ef6\u3001\u77ed\u4fe1\u7b49\u65b9\u5f0f\u901a\u77e5\u76f8\u5173\u4eba\u5458\uff0c\u5e76\u63d0\u4f9b\u76f8\u5e94\u7684\u54cd\u5e94\u5efa\u8bae\u3002<\/p>\n\n\n\n\n<h3>\u56db\u3001\u5168\u666f\u6027\u80fd\u76d1\u63a7\u7684\u5e94\u7528\u573a\u666f<\/h3>\n\n\n\n\n<p><strong>4.1 IT\u57fa\u7840\u8bbe\u65bd\u76d1\u63a7<\/strong><\/p>\n\n\n\n\n<p>\u901a\u8fc7\u5bf9\u670d\u52a1\u5668\u3001\u5b58\u50a8\u3001\u7f51\u7edc\u8bbe\u5907\u7b49\u57fa\u7840\u8bbe\u65bd\u7684\u6027\u80fd\u76d1\u63a7\uff0c\u786e\u4fdd\u786c\u4ef6\u8d44\u6e90\u7684\u7a33\u5b9a\u8fd0\u884c\uff0c\u53ca\u65f6\u53d1\u73b0\u548c\u89e3\u51b3\u786c\u4ef6\u6545\u969c\u3002<\/p>\n\n\n\n\n<p><strong>4.2 \u5e94\u7528\u6027\u80fd\u76d1\u63a7<\/strong><\/p>\n\n\n\n\n<p>\u76d1\u63a7\u5e94\u7528\u7cfb\u7edf\u7684\u54cd\u5e94\u65f6\u95f4\u3001\u4e8b\u52a1\u5904\u7406\u6548\u7387\u7b49\u5173\u952e\u6307\u6807\uff0c\u4f18\u5316\u5e94\u7528\u6027\u80fd\uff0c\u63d0\u5347\u7528\u6237\u4f53\u9a8c\u3002<\/p>\n\n\n\n\n<p><strong>4.3 \u6570\u636e\u5e93\u6027\u80fd\u76d1\u63a7<\/strong><\/p>\n\n\n\n\n<p>\u5b9e\u65f6\u76d1\u63a7\u6570\u636e\u5e93\u7684\u8bfb\u5199\u6027\u80fd\u3001\u8fde\u63a5\u6570\u3001\u9501\u7b49\u5f85\u7b49\u6307\u6807\uff0c\u4fdd\u969c\u6570\u636e\u5e93\u7684\u9ad8\u6548\u8fd0\u884c\u3002<\/p>\n\n\n\n\n<p><strong>4.4 \u4e91\u73af\u5883\u76d1\u63a7<\/strong><\/p>\n\n\n\n\n<p>\u9488\u5bf9\u4e91\u8ba1\u7b97\u73af\u5883\u4e2d\u7684\u865a\u62df\u673a\u3001\u5bb9\u5668\u7b49\u8d44\u6e90\u8fdb\u884c\u76d1\u63a7\uff0c\u786e\u4fdd\u4e91\u670d\u52a1\u7684\u7a33\u5b9a\u6027\u548c\u53ef\u7528\u6027\u3002<\/p>\n\n\n\n\n<p><strong>4.5 \u4e1a\u52a1\u6d41\u7a0b\u76d1\u63a7<\/strong><\/p>\n\n\n\n\n<p>\u901a\u8fc7\u5bf9\u4e1a\u52a1\u6d41\u7a0b\u4e2d\u5404\u4e2a\u73af\u8282\u7684\u6027\u80fd\u76d1\u63a7\uff0c\u53d1\u73b0\u74f6\u9888\u548c\u95ee\u9898\uff0c\u4f18\u5316\u4e1a\u52a1\u6d41\u7a0b\uff0c\u63d0\u5347\u6574\u4f53\u4e1a\u52a1\u6548\u7387\u3002<\/p>\n\n\n\n\n<h3>\u4e94\u3001\u5168\u666f\u6027\u80fd\u76d1\u63a7\u7684\u6311\u6218\u4e0e\u5e94\u5bf9\u7b56\u7565<\/h3>\n\n\n\n\n<p><strong>5.1 \u6570\u636e\u91cf\u5e9e\u5927<\/strong><\/p>\n\n\n\n\n<p>\u5168\u666f\u6027\u80fd\u76d1\u63a7\u6d89\u53ca\u7684\u6570\u636e\u91cf\u5de8\u5927\uff0c\u5bf9\u5b58\u50a8\u548c\u5904\u7406\u80fd\u529b\u8981\u6c42\u8f83\u9ad8\u3002\u5e94\u5bf9\u7b56\u7565\u5305\u62ec\uff1a<\/p>\n\n\n\n\n<ul>\n\n\n<li><strong>\u91c7\u7528\u5206\u5e03\u5f0f\u5b58\u50a8<\/strong>\uff1a\u5982HDFS\u3001Cassandra\u7b49\uff0c\u63d0\u5347\u6570\u636e\u5b58\u50a8\u80fd\u529b\u3002<\/li>\n\n\n\n\n<li><strong>\u4f7f\u7528\u5927\u6570\u636e\u5904\u7406\u5e73\u53f0<\/strong>\uff1a\u5982Spark\u3001Flink\u7b49\uff0c\u63d0\u9ad8\u6570\u636e\u5904\u7406\u6548\u7387\u3002<\/li>\n\n\n<\/ul>\n\n\n\n\n<p><strong>5.2 \u6570\u636e\u591a\u6837\u6027<\/strong><\/p>\n\n\n\n\n<p>\u76d1\u63a7\u6570\u636e\u7c7b\u578b\u591a\u6837\uff0c\u683c\u5f0f\u4e0d\u7edf\u4e00\uff0c\u589e\u52a0\u4e86\u6570\u636e\u5904\u7406\u7684\u590d\u6742\u6027\u3002\u5e94\u5bf9\u7b56\u7565\u5305\u62ec\uff1a<\/p>\n\n\n\n\n<ul>\n\n\n<li><strong>\u6570\u636e\u6807\u51c6\u5316<\/strong>\uff1a\u5236\u5b9a\u7edf\u4e00\u7684\u6570\u636e\u683c\u5f0f\u548c\u6807\u51c6\uff0c\u4fbf\u4e8e\u6570\u636e\u6574\u5408\u548c\u5904\u7406\u3002<\/li>\n\n\n\n\n<li><strong>\u4f7f\u7528ETL\u5de5\u5177<\/strong>\uff1a\u5982Talend\u3001Informatica\u7b49\uff0c\u8fdb\u884c\u6570\u636e\u6e05\u6d17\u548c\u8f6c\u6362\u3002<\/li>\n\n\n<\/ul>\n\n\n\n\n<p><strong>5.3 \u5b9e\u65f6\u6027\u8981\u6c42\u9ad8<\/strong><\/p>\n\n\n\n\n<p>\u5168\u666f\u6027\u80fd\u76d1\u63a7\u9700\u8981\u5b9e\u65f6\u91c7\u96c6\u548c\u5206\u6790\u6570\u636e\uff0c\u5bf9\u7cfb\u7edf\u7684\u5b9e\u65f6\u6027\u8981\u6c42\u8f83\u9ad8\u3002\u5e94\u5bf9\u7b56\u7565\u5305\u62ec\uff1a<\/p>\n\n\n\n\n<ul>\n\n\n<li><strong>\u91c7\u7528\u6d41\u5f0f\u6570\u636e\u5904\u7406<\/strong>\uff1a\u5982Kafka\u3001Apache Storm\u7b49\uff0c\u5b9e\u73b0\u6570\u636e\u7684\u5b9e\u65f6\u5904\u7406\u3002<\/li>\n\n\n\n\n<li><strong>\u4f18\u5316\u6570\u636e\u4f20\u8f93\u673a\u5236<\/strong>\uff1a\u4f7f\u7528\u9ad8\u6548\u7684\u6570\u636e\u4f20\u8f93\u534f\u8bae\uff0c\u51cf\u5c11\u4f20\u8f93\u5ef6\u8fdf\u3002<\/li>\n\n\n<\/ul>\n\n\n\n\n<p><strong>5.4 \u5b89\u5168\u6027\u95ee\u9898<\/strong><\/p>\n\n\n\n\n<p>\u76d1\u63a7\u6570\u636e\u6d89\u53ca\u654f\u611f\u4fe1\u606f\uff0c\u9700\u786e\u4fdd\u6570\u636e\u7684\u5b89\u5168\u6027\u3002\u5e94\u5bf9\u7b56\u7565\u5305\u62ec\uff1a<\/p>\n\n\n\n\n<ul>\n\n\n<li><strong>\u6570\u636e\u52a0\u5bc6<\/strong>\uff1a\u5bf9\u4f20\u8f93\u548c\u5b58\u50a8\u7684\u6570\u636e\u8fdb\u884c\u52a0\u5bc6\uff0c\u9632\u6b62\u6570\u636e\u6cc4\u9732\u3002<\/li>\n\n\n\n\n<li><strong>\u8bbf\u95ee\u63a7\u5236<\/strong>\uff1a\u5b9e\u65bd\u4e25\u683c\u7684\u8bbf\u95ee\u63a7\u5236\u7b56\u7565\uff0c\u9650\u5236\u6570\u636e\u8bbf\u95ee\u6743\u9650\u3002<\/li>\n\n\n<\/ul>\n\n\n\n\n<h3>\u516d\u3001\u5168\u666f\u6027\u80fd\u76d1\u63a7\u7684\u672a\u6765\u53d1\u5c55\u8d8b\u52bf<\/h3>\n\n\n\n\n<p><strong>6.1 \u667a\u80fd\u5316<\/strong><\/p>\n\n\n\n\n<p>\u968f\u7740AI\u6280\u672f\u7684\u4e0d\u65ad\u53d1\u5c55\uff0c\u5168\u666f\u6027\u80fd\u76d1\u63a7\u5c06\u66f4\u52a0\u667a\u80fd\u5316\uff0c\u80fd\u591f\u81ea\u52a8\u8bc6\u522b\u5f02\u5e38\u3001\u9884\u6d4b\u6545\u969c\u3001\u63d0\u4f9b\u4f18\u5316\u5efa\u8bae\u3002<\/p>\n\n\n\n\n<p><strong>6.2 \u81ea\u52a8\u5316<\/strong><\/p>\n\n\n\n\n<p>\u901a\u8fc7\u81ea\u52a8\u5316\u5de5\u5177\u548c\u811a\u672c\uff0c\u5b9e\u73b0\u76d1\u63a7\u4efb\u52a1\u7684\u81ea\u52a8\u5316\u6267\u884c\uff0c\u51cf\u5c11\u4eba\u5de5\u5e72\u9884\uff0c\u63d0\u9ad8\u76d1\u63a7\u6548\u7387\u3002<\/p>\n\n\n\n\n<p><strong>6.3 \u4e00\u4f53\u5316<\/strong><\/p>\n\n\n\n\n<p>\u6574\u5408\u591a\u79cd\u76d1\u63a7\u5de5\u5177\u548c\u6570\u636e\u6e90\uff0c\u6784\u5efa\u4e00\u4f53\u5316\u7684\u76d1\u63a7\u5e73\u53f0\uff0c\u63d0\u4f9b\u7edf\u4e00\u7684\u76d1\u63a7\u89c6\u56fe\u548c\u7ba1\u7406\u754c\u9762\u3002<\/p>\n\n\n\n\n<p><strong>6.4 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\u5b9e\u65bd\u65b9\u6848<\/strong><\/p>\n\n\n\n\n<ul>\n\n\n<li><strong>\u76d1\u63a7\u5de5\u5177\u9009\u578b<\/strong>\uff1a\u91c7\u7528Prometheus\u8fdb\u884c\u7cfb\u7edf\u76d1\u63a7\uff0c\u4f7f\u7528New Relic\u8fdb\u884c\u5e94\u7528\u6027\u80fd\u76d1\u63a7\uff0c\u7ed3\u5408Wireshark\u8fdb\u884c\u7f51\u7edc\u76d1\u63a7\u3002<\/li>\n\n\n\n\n<li><strong>\u6570\u636e\u91c7\u96c6\u4e0e\u4f20\u8f93<\/strong>\uff1a\u5728\u5404\u670d\u52a1\u5668\u548c\u8bbe\u5907\u4e0a\u90e8\u7f72Prometheus\u76d1\u63a7\u4ee3\u7406\uff0c\u901a\u8fc7Kafka\u8fdb\u884c\u6570\u636e\u4f20\u8f93\u3002<\/li>\n\n\n\n\n<li><strong>\u6570\u636e\u5904\u7406\u4e0e\u5206\u6790<\/strong>\uff1a\u4f7f\u7528Spark\u8fdb\u884c\u6570\u636e\u5904\u7406\u548c\u5206\u6790\uff0c\u5b58\u50a8\u5728HDFS\u4e2d\u3002<\/li>\n\n\n\n\n<li><strong>\u6570\u636e\u5c55\u793a\u4e0e\u53ef\u89c6\u5316<\/strong>\uff1a\u901a\u8fc7Grafana\u6784\u5efa\u4eea\u8868\u76d8\uff0c\u76f4\u89c2\u5c55\u793a\u76d1\u63a7\u6570\u636e\u3002<\/li>\n\n\n\n\n<li><strong>\u9884\u8b66\u4e0e\u54cd\u5e94<\/strong>\uff1a\u8bbe\u7f6e\u9884\u8b66\u89c4\u5219\uff0c\u901a\u8fc7Alertmanager\u53d1\u9001\u9884\u8b66\u901a\u77e5\u3002<\/li>\n\n\n<\/ul>\n\n\n\n\n<p><strong>7.3 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