{"id":36911,"date":"2025-04-11T15:17:18","date_gmt":"2025-04-11T07:17:18","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=36911"},"modified":"2025-04-11T15:17:18","modified_gmt":"2025-04-11T07:17:18","slug":"%e5%a6%82%e4%bd%95%e9%80%9a%e8%bf%87%e7%9b%91%e6%8e%a7%e5%ae%9e%e7%8e%b0%e7%bd%91%e7%bb%9c%e6%95%85%e9%9a%9c%e7%9a%84%e5%bf%ab%e9%80%9f%e5%ae%9a%e4%bd%8d%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/36911.html","title":{"rendered":"\u5982\u4f55\u901a\u8fc7\u76d1\u63a7\u5b9e\u73b0\u7f51\u7edc\u6545\u969c\u7684\u5feb\u901f\u5b9a\u4f4d\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/04\/NYDQCAIOX3.jpg\" alt=\"\u5982\u4f55\u901a\u8fc7\u76d1\u63a7\u5b9e\u73b0\u7f51\u7edc\u6545\u969c\u7684\u5feb\u901f\u5b9a\u4f4d\uff1f\" ><\/p>\n<\/p>\n<hr>\n<p><strong>\u524d\u8a00<\/strong><br \/>\n\u5728\u6570\u5b57\u5316\u8f6c\u578b\u7684\u6d6a\u6f6e\u4e2d\uff0c\u7f51\u7edc\u5df2\u6210\u4e3a\u4f01\u4e1a\u8fd0\u8f6c\u7684\u201c\u4e2d\u67a2\u795e\u7ecf\u201d\u3002\u7136\u800c\uff0c\u968f\u7740\u4e1a\u52a1\u590d\u6742\u5ea6\u7684\u63d0\u5347\uff0c\u7f51\u7edc\u6545\u969c\u7684\u9690\u853d\u6027\u548c\u7834\u574f\u6027\u4e5f\u5728\u52a0\u5267\u3002\u4e00\u6b21\u77ed\u6682\u7684\u7f51\u7edc\u6296\u52a8\u53ef\u80fd\u5bfc\u81f4\u751f\u4ea7\u7ebf\u505c\u6ede\u3001\u5ba2\u6237\u4f53\u9a8c\u5d29\u584c\uff0c\u751a\u81f3\u5f15\u53d1\u7ecf\u6d4e\u635f\u5931\u3002\u9762\u5bf9\u6d77\u91cf\u8bbe\u5907\u3001\u591a\u6837\u5316\u534f\u8bae\u548c\u52a8\u6001\u6d41\u91cf\uff0c\u5982\u4f55\u4ece\u5e9e\u6742\u7684\u6570\u636e\u4e2d\u5feb\u901f\u63ea\u51fa\u6545\u969c\u6839\u6e90\uff1f\u7b54\u6848\u5728\u4e8e<strong>\u6784\u5efa\u667a\u80fd\u5316\u7684\u76d1\u63a7\u4f53\u7cfb<\/strong>\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8\u5982\u4f55\u901a\u8fc7\u79d1\u5b66\u7684\u76d1\u63a7\u7b56\u7565\uff0c\u5c06\u6545\u969c\u5b9a\u4f4d\u4ece\u201c\u5927\u6d77\u635e\u9488\u201d\u53d8\u4e3a\u201c\u7cbe\u51c6\u72d9\u51fb\u201d\uff0c\u4e3a\u4f01\u4e1a\u7f51\u7edc\u7a33\u5b9a\u6027\u4fdd\u9a7e\u62a4\u822a\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-\u6784\u5efa\u591a\u5c42\u6b21\u76d1\u63a7\u4f53\u7cfb-\u4ece\u5168\u5c40\u5230\u7ec6\u8282\u7684\u8986\u76d6\"><strong>\u4e00\u3001\u6784\u5efa\u591a\u5c42\u6b21\u76d1\u63a7\u4f53\u7cfb\uff1a\u4ece\u5168\u5c40\u5230\u7ec6\u8282\u7684\u8986\u76d6<\/strong><\/h3>\n<p>\u7f51\u7edc\u6545\u969c\u53ef\u80fd\u53d1\u751f\u5728\u7269\u7406\u94fe\u8def\u3001\u8bbe\u5907\u914d\u7f6e\u3001\u534f\u8bae\u4ea4\u4e92\u6216\u5e94\u7528\u5c42\u7b49\u591a\u4e2a\u73af\u8282\u3002<strong>\u5355\u4e00\u7ef4\u5ea6\u7684\u76d1\u63a7\u5982\u540c\u76f2\u4eba\u6478\u8c61<\/strong>\uff0c\u65e0\u6cd5\u5168\u9762\u53cd\u6620\u95ee\u9898\u3002\u9ad8\u6548\u7684\u76d1\u63a7\u4f53\u7cfb\u9700\u5b9e\u73b0\u4ee5\u4e0b\u5206\u5c42\u8986\u76d6\uff1a<\/p>\n<ol>\n<li><strong>\u7269\u7406\u5c42\u4e0e\u94fe\u8def\u5c42<\/strong>\uff1a\u901a\u8fc7SNMP\u3001ICMP\u534f\u8bae\u76d1\u6d4b\u8bbe\u5907\u72b6\u6001\uff08\u5982CPU\u3001\u5185\u5b58\u3001\u7aef\u53e3\u6d41\u91cf\uff09\u3001\u94fe\u8def\u8fde\u901a\u6027\uff0c\u5feb\u901f\u5b9a\u4f4d\u786c\u4ef6\u6545\u969c\u6216\u62e5\u585e\u94fe\u8def\u3002\n<\/li>\n<li><strong>\u7f51\u7edc\u5c42\u4e0e\u4f20\u8f93\u5c42<\/strong>\uff1a\u5229\u7528\u6d41\u5206\u6790\u6280\u672f\uff08\u5982sFlow\u3001NetFlow\uff09\u8ffd\u8e2aIP\u62a5\u6587\u3001TCP\/UDP\u4f1a\u8bdd\uff0c\u8bc6\u522b\u8def\u7531\u5f02\u5e38\u6216DDoS\u653b\u51fb\u3002\n<\/li>\n<li><strong>\u5e94\u7528\u5c42<\/strong>\uff1a\u501f\u52a9APM\uff08\u5e94\u7528\u6027\u80fd\u76d1\u63a7\uff09\u5de5\u5177\u5206\u6790HTTP\u8bf7\u6c42\u3001\u6570\u636e\u5e93\u54cd\u5e94\u65f6\u95f4\uff0c\u5b9a\u4f4d\u6162\u67e5\u8be2\u6216\u670d\u52a1\u5d29\u6e83\u95ee\u9898\u3002\n<\/li>\n<\/ol>\n<p><em>\u4f8b\u5982\uff0c\u67d0\u7535\u5546\u5e73\u53f0\u5927\u4fc3\u671f\u95f4\u51fa\u73b0\u9875\u9762\u52a0\u8f7d\u5ef6\u8fdf\uff0c\u901a\u8fc7\u5206\u5c42\u76d1\u63a7\u53d1\u73b0\uff1a\u7269\u7406\u5c42\u4ea4\u6362\u673a\u7aef\u53e3\u65e0\u5f02\u5e38\uff0c\u4f46\u5e94\u7528\u5c42\u65e5\u5fd7\u663e\u793a\u5546\u54c1\u8be6\u60c5\u63a5\u53e3\u54cd\u5e94\u65f6\u95f4\u98d9\u5347\uff0c\u6700\u7ec8\u5b9a\u4f4d\u5230\u7f13\u5b58\u670d\u52a1\u5668\u96c6\u7fa4\u8d1f\u8f7d\u4e0d\u5747\u3002<\/em><\/p>\n<hr>\n<h3 id=\"\u4e8c-\u5b9e\u65f6\u544a\u8b66\u4e0e\u9608\u503c\u7ba1\u7406-\u8ba9\u5f02\u5e38\u65e0\u6240\u9041\u5f62\"><strong>\u4e8c\u3001\u5b9e\u65f6\u544a\u8b66\u4e0e\u9608\u503c\u7ba1\u7406\uff1a\u8ba9\u5f02\u5e38\u65e0\u6240\u9041\u5f62<\/strong><\/h3>\n<p>\u4f20\u7edf\u7684\u9759\u6001\u9608\u503c\u544a\u8b66\u5e38\u56e0\u201c\u8bef\u62a5\u75b2\u52b3\u201d\u88ab\u8fd0\u7ef4\u4eba\u5458\u5ffd\u89c6\u3002<strong>\u52a8\u6001\u9608\u503c\u4e0e\u673a\u5668\u5b66\u4e60\u7ed3\u5408<\/strong>\u7684\u667a\u80fd\u544a\u8b66\u673a\u5236\u6210\u4e3a\u5173\u952e\uff1a<\/p>\n<ul>\n<li><strong>\u57fa\u7ebf\u5b66\u4e60<\/strong>\uff1a\u6839\u636e\u5386\u53f2\u6570\u636e\u81ea\u52a8\u751f\u6210\u6d41\u91cf\u3001\u5ef6\u8fdf\u3001\u9519\u8bef\u7387\u7684\u6b63\u5e38\u6ce2\u52a8\u8303\u56f4\uff0c\u907f\u514d\u4eba\u4e3a\u8bbe\u5b9a\u9608\u503c\u7684\u76f2\u76ee\u6027\u3002\n<\/li>\n<li><strong>\u5173\u8054\u5206\u6790<\/strong>\uff1a\u5c06\u8bbe\u5907\u544a\u8b66\u4e0e\u4e1a\u52a1\u6307\u6807\uff08\u5982\u8ba2\u5355\u6210\u529f\u7387\uff09\u5173\u8054\uff0c\u533a\u5206\u201c\u65e0\u5bb3\u6296\u52a8\u201d\u4e0e\u201c\u81f4\u547d\u6545\u969c\u201d\u3002\n<\/li>\n<li><strong>\u544a\u8b66\u964d\u566a<\/strong>\uff1a\u901a\u8fc7<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a>\u7b97\u6cd5\uff0c\u5c06\u91cd\u590d\u544a\u8b66\u5408\u5e76\u4e3a\u5355\u4e00\u4e8b\u4ef6\uff0c\u51cf\u5c11\u5e72\u6270\u4fe1\u606f\u3002\n<\/li>\n<\/ul>\n<p><em>\u67d0\u91d1\u878d\u673a\u6784\u66fe\u56e0\u78c1\u76d8I\/O\u544a\u8b66\u9891\u7e41\u89e6\u53d1\uff0c\u8fd0\u7ef4\u56e2\u961f\u75b2\u4e8e\u5e94\u5bf9\u3002\u5f15\u5165\u52a8\u6001\u9608\u503c\u540e\uff0c\u7cfb\u7edf\u81ea\u52a8\u8fc7\u6ee4\u975e\u4e1a\u52a1\u9ad8\u5cf0\u671f\u7684\u4f4e\u4f18\u5148\u7ea7\u544a\u8b66\uff0c\u805a\u7126\u5904\u7406\u4ea4\u6613\u65f6\u6bb5\u7684\u5173\u952e\u78c1\u76d8\u961f\u5217\u5f02\u5e38\uff0c\u6548\u7387\u63d0\u534760%\u3002<\/em><\/p>\n<hr>\n<h3 id=\"\u4e09-\u6d41\u91cf\u955c\u50cf\u4e0e\u6df1\u5ea6\u5305\u68c0\u6d4b-dpi-\u900f\u89c6\u6570\u636e\u6d41\u672c\u8d28\"><strong>\u4e09\u3001\u6d41\u91cf\u955c\u50cf\u4e0e\u6df1\u5ea6\u5305\u68c0\u6d4b\uff08DPI\uff09\uff1a\u900f\u89c6\u6570\u636e\u6d41\u672c\u8d28<\/strong><\/h3>\n<p>\u5f53\u7f51\u7edc\u51fa\u73b0\u4e22\u5305\u3001\u5ef6\u8fdf\u65f6\uff0c\u4ec5\u51ed\u8bbe\u5907\u72b6\u6001\u76d1\u63a7\u96be\u4ee5\u5b9a\u4f4d\u6df1\u5c42\u539f\u56e0\u3002<strong>\u6d41\u91cf\u955c\u50cf\u6280\u672f<\/strong>\u53ef\u5c06\u5173\u952e\u94fe\u8def\u6570\u636e\u590d\u5236\u5230\u5206\u6790\u5e73\u53f0\uff0c\u7ed3\u5408DPI\u6280\u672f\u5b9e\u73b0\uff1a<\/p>\n<ul>\n<li><strong>\u534f\u8bae\u8bc6\u522b<\/strong>\uff1a\u7cbe\u51c6\u533a\u5206\u89c6\u9891\u6d41\u3001\u6570\u636e\u5e93\u67e5\u8be2\u3001API\u8c03\u7528\u7b49\u4e1a\u52a1\u6d41\u91cf\uff0c\u907f\u514d\u201c\u4e00\u5200\u5207\u201d\u9650\u901f\u7b56\u7565\u3002\n<\/li>\n<li><strong>\u5f02\u5e38\u884c\u4e3a\u68c0\u6d4b<\/strong>\uff1a\u8bc6\u522bTCP\u91cd\u4f20\u7387\u6fc0\u589e\u3001DNS\u6cdb\u6d2a\u653b\u51fb\u7b49\u9690\u853d\u95ee\u9898\u3002\n<\/li>\n<li><strong>\u6027\u80fd\u74f6\u9888\u5b9a\u4f4d<\/strong>\uff1a\u901a\u8fc7\u541e\u5410\u91cf\u3001\u4f1a\u8bdd\u5e76\u53d1\u6570\u7b49\u6307\u6807\uff0c\u5224\u65ad\u662f\u5e26\u5bbd\u4e0d\u8db3\u8fd8\u662f\u5e94\u7528\u903b\u8f91\u7f3a\u9677\u3002\n<\/li>\n<\/ul>\n<p><em>\u6848\u4f8b\uff1a\u67d0\u89c6\u9891\u4f1a\u8bae\u670d\u52a1\u5546\u906d\u9047\u5468\u671f\u6027\u5361\u987f\uff0c\u4f20\u7edf\u76d1\u63a7\u663e\u793a\u5e26\u5bbd\u5145\u8db3\u3002\u901a\u8fc7DPI\u5206\u6790\u53d1\u73b0\uff0c\u7528\u6237\u6fc0\u589e\u65f6QUIC\u534f\u8bae\u5360\u7528\u5927\u91cf\u8fde\u63a5\u8d44\u6e90\uff0c\u8c03\u6574\u8d1f\u8f7d\u5747\u8861\u7b56\u7565\u540e\u95ee\u9898\u89e3\u51b3\u3002<\/em><\/p>\n<hr>\n<h3 id=\"\u56db-\u62d3\u6251\u53ef\u89c6\u5316\u4e0e\u4f9d\u8d56\u56fe\u8c31-\u8fd8\u539f\u6545\u969c\u4f20\u64ad\u8def\u5f84\"><strong>\u56db\u3001\u62d3\u6251\u53ef\u89c6\u5316\u4e0e\u4f9d\u8d56\u56fe\u8c31\uff1a\u8fd8\u539f\u6545\u969c\u4f20\u64ad\u8def\u5f84<\/strong><\/h3>\n<p>\u590d\u6742\u7684\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\uff0c\u6545\u969c\u53ef\u80fd\u56e0\u670d\u52a1\u4f9d\u8d56\u94fe\u5f0f\u89e6\u53d1\u3002<strong>\u52a8\u6001\u62d3\u6251\u6620\u5c04\u5de5\u5177<\/strong>\uff08\u5982<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">Prometheus<\/a>+Grafana\uff09\u53ef\u81ea\u52a8\u7ed8\u5236\u7f51\u7edc\u4e0e\u670d\u52a1\u4f9d\u8d56\u5173\u7cfb\uff0c\u5b9e\u73b0\uff1a<\/p>\n<ul>\n<li><strong>\u6545\u969c\u5f71\u54cd\u9762\u8bc4\u4f30<\/strong>\uff1a\u70b9\u51fb\u5f02\u5e38\u8282\u70b9\uff0c\u81ea\u52a8\u9ad8\u4eae\u53d7\u5f71\u54cd\u7684\u670d\u52a1\u4e0e\u7528\u6237\u7fa4\u3002\n<\/li>\n<li><strong>\u6839\u56e0\u63a8\u7406<\/strong>\uff1a\u7ed3\u5408\u65f6\u5e8f\u6570\u636e\uff0c\u56de\u6eaf\u6545\u969c\u9996\u6b21\u51fa\u73b0\u7684\u4f4d\u7f6e\uff08\u5982\u67d0\u53f0\u6570\u636e\u5e93\u4e3b\u8282\u70b9\u8fc7\u8f7d\u5f15\u53d1\u96ea\u5d29\uff09\u3002\n<\/li>\n<li><strong>\u6a21\u62df\u6f14\u7ec3<\/strong>\uff1a\u901a\u8fc7\u6ce8\u5165\u865a\u62df\u6545\u969c\uff0c\u6d4b\u8bd5\u5197\u4f59\u94fe\u8def\u5207\u6362\u80fd\u529b\uff0c\u63d0\u524d\u53d1\u73b0\u8bbe\u8ba1\u7f3a\u9677\u3002\n<\/li>\n<\/ul>\n<p><em>\u67d0\u4e91\u670d\u52a1\u5546\u501f\u52a9\u4f9d\u8d56\u56fe\u8c31\uff0c\u57285\u5206\u949f\u5185\u5b9a\u4f4d\u5230Kubernetes\u96c6\u7fa4\u4e2d\u67d0\u4e2aPod\u7684CPU\u4e89\u7528\u5bfc\u81f4API\u7f51\u5173\u8d85\u65f6\uff0c\u800c\u975e\u6700\u521d\u6000\u7591\u7684\u8d1f\u8f7d\u5747\u8861\u5668\u95ee\u9898\u3002<\/em><\/p>\n<hr>\n<h3 id=\"\u4e94-\u65e5\u5fd7\u805a\u5408\u4e0e\u667a\u80fd\u5206\u6790-\u4ece\u6570\u636e\u6cbc\u6cfd\u5230\u51b3\u7b56\u91d1\u77ff\"><strong>\u4e94\u3001\u65e5\u5fd7\u805a\u5408\u4e0e\u667a\u80fd\u5206\u6790\uff1a\u4ece\u6570\u636e\u6cbc\u6cfd\u5230\u51b3\u7b56\u91d1\u77ff<\/strong><\/h3>\n<p>\u8bbe\u5907\u65e5\u5fd7\u3001\u5e94\u7528\u65e5\u5fd7\u548c\u5b89\u5168\u65e5\u5fd7\u4e2d\u8574\u85cf\u7740\u6545\u969c\u7ebf\u7d22\uff0c\u4f46\u5206\u6563\u7684\u65e5\u5fd7\u6e90\u5982\u540c\u201c\u6570\u636e\u5b64\u5c9b\u201d\u3002<strong>ELK Stack\uff08Elasticsearch, Logstash, Kibana\uff09\u6216Splunk<\/strong> \u7b49\u5de5\u5177\u53ef\uff1a<\/p>\n<ul>\n<li><strong>\u7edf\u4e00\u91c7\u96c6<\/strong>\uff1a\u6807\u51c6\u5316\u4e0d\u540c\u683c\u5f0f\u7684\u65e5\u5fd7\uff0c\u5b9e\u73b0\u5168\u6587\u68c0\u7d22\u4e0e\u5173\u8054\u67e5\u8be2\u3002\n<\/li>\n<li><strong>\u6a21\u5f0f\u6316\u6398<\/strong>\uff1a\u901a\u8fc7\u6b63\u5219\u8868\u8fbe\u5f0f\u6216\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08NLP\uff09\uff0c\u63d0\u53d6\u9519\u8bef\u4ee3\u7801\u3001\u5f02\u5e38\u5806\u6808\u7b49\u5173\u952e\u4fe1\u606f\u3002\n<\/li>\n<li><strong>\u9884\u6d4b\u6027\u7ef4\u62a4<\/strong>\uff1a\u57fa\u4e8e\u5386\u53f2\u65e5\u5fd7\u8bad\u7ec3AI\u6a21\u578b\uff0c\u9884\u6d4b\u786c\u76d8\u5bff\u547d\u3001\u5185\u5b58\u6cc4\u6f0f\u7b49\u6f5c\u5728\u98ce\u9669\u3002\n<\/li>\n<\/ul>\n<p><em>\u4e3e\u4f8b\uff1a\u67d0\u7269\u6d41\u516c\u53f8\u8ba2\u5355\u7cfb\u7edf\u9891\u7e41\u5b95\u673a\uff0c\u65e5\u5fd7\u5206\u6790\u53d1\u73b0\u6bcf\u65e5\u51cc\u6668\u6279\u91cf\u4efb\u52a1\u89e6\u53d1JVM\u5185\u5b58\u6ea2\u51fa\uff0c\u4f18\u5316GC\u53c2\u6570\u540e\u7cfb\u7edf\u7a33\u5b9a\u6027\u663e\u8457\u63d0\u5347\u3002<\/em><\/p>\n<hr>\n<h3 id=\"\u516d-\u95ed\u73af\u53cd\u9988\u4e0e\u77e5\u8bc6\u6c89\u6dc0-\u8ba9\u6bcf\u6b21\u6545\u969c\u6210\u4e3a\u8fdb\u5316\u5951\u673a\"><strong>\u516d\u3001\u95ed\u73af\u53cd\u9988\u4e0e\u77e5\u8bc6\u6c89\u6dc0\uff1a\u8ba9\u6bcf\u6b21\u6545\u969c\u6210\u4e3a\u8fdb\u5316\u5951\u673a<\/strong><\/h3>\n<p>\u6545\u969c\u4fee\u590d\u5e76\u975e\u7ec8\u70b9\uff0c<strong>\u6784\u5efa\u95ed\u73af\u8fd0\u7ef4\u4f53\u7cfb<\/strong>\u624d\u80fd\u6301\u7eed\u63d0\u5347\u6548\u7387\uff1a<\/p>\n<ol>\n<li><strong>\u4e8b\u540e\u590d\u76d8<\/strong>\uff1a\u901a\u8fc7\u6545\u969c\u65f6\u95f4\u7ebf\u8fd8\u539f\uff0c\u8bc6\u522b\u76d1\u63a7\u76f2\u533a\uff08\u5982\u672a\u8986\u76d6\u8fb9\u7f18\u8282\u70b9\u5065\u5eb7\u72b6\u6001\uff09\u3002\n<\/li>\n<li><strong>\u89c4\u5219\u4f18\u5316<\/strong>\uff1a\u5c06\u672c\u6b21\u6545\u969c\u7279\u5f81\uff08\u5982\u7279\u5b9a\u9519\u8bef\u7801\u7ec4\u5408\uff09\u6dfb\u52a0\u5230\u544a\u8b66\u89c4\u5219\u5e93\u3002\n<\/li>\n<li><strong>\u81ea\u52a8\u5316\u5267\u672c<\/strong>\uff1a\u9488\u5bf9\u9ad8\u9891\u6545\u969c\u573a\u666f\uff0c\u7f16\u5199\u81ea\u52a8\u5316\u54cd\u5e94\u811a\u672c\uff08\u5982\u81ea\u52a8\u91cd\u542f\u670d\u52a1\u3001\u5207\u6362\u6d41\u91cf\uff09\u3002\n<\/li>\n<\/ol>\n<p><em>\u67d0\u4e92\u8054\u7f51\u4f01\u4e1a\u901a\u8fc7\u6301\u7eed\u6c89\u6dc0\u6545\u969c\u6848\u4f8b\uff0c\u5c06\u5e73\u5747\u5b9a\u4f4d\u65f6\u95f4\uff08MTTI\uff09\u4ece2\u5c0f\u65f6\u7f29\u77ed\u81f315\u5206\u949f\uff0c\u771f\u6b63\u5b9e\u73b0\u4e86\u201c\u8d8a\u8fd0\u7ef4\u8d8a\u8f7b\u677e\u201d\u3002<\/em><\/p>\n<hr>\n<p>\u901a\u8fc7\u4e0a\u8ff0\u7b56\u7565\uff0c\u4f01\u4e1a\u53ef\u5c06\u7f51\u7edc\u76d1\u63a7\u4ece\u201c\u88ab\u52a8\u6551\u706b\u201d\u5347\u7ea7\u4e3a\u201c\u4e3b\u52a8\u9632\u5fa1\u201d\u3002<strong>\u8bb0\u4f4f\uff1a\u76d1\u63a7\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u6536\u96c6\u6570\u636e\uff0c\u800c\u5728\u4e8e\u8f6c\u5316\u4e3a actionable insights\uff08\u53ef\u884c\u52a8\u7684\u6d1e\u5bdf\uff09<\/strong>\u3002\u53ea\u6709\u5c06\u5de5\u5177\u3001\u6d41\u7a0b\u4e0e\u4eba\u7684\u7ecf\u9a8c\u6df1\u5ea6\u878d\u5408\uff0c\u624d\u80fd\u5728\u6545\u969c\u6765\u88ad\u65f6\u505a\u5230\u201c\u5feb\u3001\u51c6\u3001\u7a33\u201d\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u524d\u8a00 \u5728\u6570\u5b57\u5316\u8f6c\u578b\u7684\u6d6a\u6f6e\u4e2d\uff0c\u7f51\u7edc\u5df2\u6210\u4e3a\u4f01\u4e1a\u8fd0\u8f6c\u7684\u201c\u4e2d\u67a2\u795e\u7ecf\u201d\u3002\u7136\u800c\uff0c\u968f\u7740\u4e1a\u52a1\u590d\u6742\u5ea6\u7684\u63d0\u5347\uff0c\u7f51\u7edc\u6545\u969c\u7684\u9690\u853d\u6027\u548c\u7834\u574f\u6027\u4e5f\u5728\u52a0\u5267\u3002\u4e00\u6b21\u77ed\u6682\u7684\u7f51\u7edc\u6296\u52a8\u53ef\u80fd\u5bfc\u81f4\u751f\u4ea7\u7ebf\u505c\u6ede\u3001\u5ba2\u6237\u4f53\u9a8c\u5d29\u584c\uff0c\u751a\u81f3\u5f15\u53d1\u7ecf\u6d4e\u635f\u5931\u3002\u9762\u5bf9\u6d77\u91cf\u8bbe\u5907\u3001\u591a\u6837\u5316\u534f\u8bae\u548c\u52a8\u6001\u6d41\u91cf\uff0c\u5982\u4f55\u4ece\u5e9e\u6742\u7684\u6570\u636e\u4e2d\u5feb\u901f\u63ea\u51fa\u6545\u969c\u6839\u6e90\uff1f\u7b54\u6848\u5728\u4e8e\u6784\u5efa\u667a\u80fd\u5316\u7684\u76d1\u63a7\u4f53\u7cfb\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8\u5982\u4f55\u901a\u8fc7\u79d1\u5b66\u7684\u76d1\u63a7\u7b56\u7565\uff0c\u5c06\u6545\u969c\u5b9a\u4f4d\u4ece\u201c\u5927\u6d77\u635e\u9488\u201d\u53d8\u4e3a\u201c\u7cbe\u51c6\u72d9\u51fb\u201d\uff0c\u4e3a\u4f01\u4e1a\u7f51\u7edc\u7a33\u5b9a\u6027\u4fdd\u9a7e\u62a4\u822a\u3002 \u4e00\u3001\u6784\u5efa\u591a\u5c42\u6b21\u76d1\u63a7\u4f53\u7cfb\uff1a\u4ece\u5168\u5c40\u5230\u7ec6\u8282\u7684\u8986\u76d6 \u7f51\u7edc\u6545\u969c\u53ef\u80fd\u53d1\u751f\u5728\u7269\u7406\u94fe\u8def\u3001\u8bbe\u5907\u914d\u7f6e\u3001\u534f\u8bae\u4ea4\u4e92\u6216\u5e94\u7528\u5c42\u7b49\u591a\u4e2a\u73af\u8282\u3002\u5355\u4e00\u7ef4\u5ea6\u7684\u76d1\u63a7\u5982\u540c\u76f2\u4eba\u6478\u8c61\uff0c\u65e0\u6cd5\u5168\u9762\u53cd\u6620\u95ee\u9898\u3002\u9ad8\u6548\u7684\u76d1\u63a7\u4f53\u7cfb\u9700\u5b9e\u73b0\u4ee5\u4e0b\u5206\u5c42\u8986\u76d6\uff1a \u7269\u7406\u5c42\u4e0e\u94fe\u8def\u5c42\uff1a\u901a\u8fc7SNMP\u3001ICMP\u534f\u8bae\u76d1\u6d4b\u8bbe\u5907\u72b6\u6001\uff08\u5982CPU\u3001\u5185\u5b58\u3001\u7aef\u53e3\u6d41\u91cf\uff09\u3001\u94fe\u8def\u8fde\u901a\u6027\uff0c\u5feb\u901f\u5b9a\u4f4d\u786c\u4ef6\u6545\u969c\u6216\u62e5\u585e\u94fe\u8def\u3002 \u7f51\u7edc\u5c42\u4e0e\u4f20\u8f93\u5c42\uff1a\u5229\u7528\u6d41\u5206\u6790\u6280\u672f\uff08\u5982sFlow\u3001NetFlow\uff09\u8ffd\u8e2aIP\u62a5\u6587\u3001TCP\/UDP\u4f1a\u8bdd\uff0c\u8bc6\u522b\u8def\u7531\u5f02\u5e38\u6216DDoS\u653b\u51fb\u3002 \u5e94\u7528\u5c42\uff1a\u501f\u52a9APM\uff08\u5e94\u7528\u6027\u80fd\u76d1\u63a7\uff09\u5de5\u5177\u5206\u6790HTTP\u8bf7\u6c42\u3001\u6570\u636e\u5e93\u54cd\u5e94\u65f6\u95f4\uff0c\u5b9a\u4f4d\u6162\u67e5\u8be2\u6216\u670d\u52a1\u5d29\u6e83\u95ee\u9898\u3002 \u4f8b\u5982\uff0c\u67d0\u7535\u5546\u5e73\u53f0\u5927\u4fc3\u671f\u95f4\u51fa\u73b0\u9875\u9762\u52a0\u8f7d\u5ef6\u8fdf\uff0c\u901a\u8fc7\u5206\u5c42\u76d1\u63a7\u53d1\u73b0\uff1a\u7269\u7406\u5c42\u4ea4\u6362\u673a\u7aef\u53e3\u65e0\u5f02\u5e38\uff0c\u4f46\u5e94\u7528\u5c42\u65e5\u5fd7\u663e\u793a\u5546\u54c1\u8be6\u60c5\u63a5\u53e3\u54cd\u5e94\u65f6\u95f4\u98d9\u5347\uff0c\u6700\u7ec8\u5b9a\u4f4d\u5230\u7f13\u5b58\u670d\u52a1\u5668\u96c6\u7fa4\u8d1f\u8f7d\u4e0d\u5747\u3002 \u4e8c\u3001\u5b9e\u65f6\u544a\u8b66\u4e0e\u9608\u503c\u7ba1\u7406\uff1a\u8ba9\u5f02\u5e38\u65e0\u6240\u9041\u5f62 \u4f20\u7edf\u7684\u9759\u6001\u9608\u503c\u544a\u8b66\u5e38\u56e0\u201c\u8bef\u62a5\u75b2\u52b3\u201d\u88ab\u8fd0\u7ef4\u4eba\u5458\u5ffd\u89c6\u3002\u52a8\u6001\u9608\u503c\u4e0e\u673a\u5668\u5b66\u4e60\u7ed3\u5408\u7684\u667a\u80fd\u544a\u8b66\u673a\u5236\u6210\u4e3a\u5173\u952e\uff1a \u57fa\u7ebf\u5b66\u4e60\uff1a\u6839\u636e\u5386\u53f2\u6570\u636e\u81ea\u52a8\u751f\u6210\u6d41\u91cf\u3001\u5ef6\u8fdf\u3001\u9519\u8bef\u7387\u7684\u6b63\u5e38\u6ce2\u52a8\u8303\u56f4\uff0c\u907f\u514d\u4eba\u4e3a\u8bbe\u5b9a\u9608\u503c\u7684\u76f2\u76ee\u6027\u3002 \u5173\u8054\u5206\u6790\uff1a\u5c06\u8bbe\u5907\u544a\u8b66\u4e0e\u4e1a\u52a1\u6307\u6807\uff08\u5982\u8ba2\u5355\u6210\u529f\u7387\uff09\u5173\u8054\uff0c\u533a\u5206\u201c\u65e0\u5bb3\u6296\u52a8\u201d\u4e0e\u201c\u81f4\u547d\u6545\u969c\u201d\u3002 \u544a\u8b66\u964d\u566a\uff1a\u901a\u8fc7\u6839\u56e0\u5206\u6790\u7b97\u6cd5\uff0c\u5c06\u91cd\u590d\u544a\u8b66\u5408\u5e76\u4e3a\u5355\u4e00\u4e8b\u4ef6\uff0c\u51cf\u5c11\u5e72\u6270\u4fe1\u606f\u3002 \u67d0\u91d1\u878d\u673a\u6784\u66fe\u56e0\u78c1\u76d8I\/O\u544a\u8b66\u9891\u7e41\u89e6\u53d1\uff0c\u8fd0\u7ef4\u56e2\u961f\u75b2\u4e8e\u5e94\u5bf9\u3002\u5f15\u5165\u52a8\u6001\u9608\u503c\u540e\uff0c\u7cfb\u7edf\u81ea\u52a8\u8fc7\u6ee4\u975e\u4e1a\u52a1\u9ad8\u5cf0\u671f\u7684\u4f4e\u4f18\u5148\u7ea7\u544a\u8b66\uff0c\u805a\u7126\u5904\u7406\u4ea4\u6613\u65f6\u6bb5\u7684\u5173\u952e\u78c1\u76d8\u961f\u5217\u5f02\u5e38\uff0c\u6548\u7387\u63d0\u534760%\u3002 \u4e09\u3001\u6d41\u91cf\u955c\u50cf\u4e0e\u6df1\u5ea6\u5305\u68c0\u6d4b\uff08DPI\uff09\uff1a\u900f\u89c6\u6570\u636e\u6d41\u672c\u8d28 \u5f53\u7f51\u7edc\u51fa\u73b0\u4e22\u5305\u3001\u5ef6\u8fdf\u65f6\uff0c\u4ec5\u51ed\u8bbe\u5907\u72b6\u6001\u76d1\u63a7\u96be\u4ee5\u5b9a\u4f4d\u6df1\u5c42\u539f\u56e0\u3002\u6d41\u91cf\u955c\u50cf\u6280\u672f\u53ef\u5c06\u5173\u952e\u94fe\u8def\u6570\u636e\u590d\u5236\u5230\u5206\u6790\u5e73\u53f0\uff0c\u7ed3\u5408DPI\u6280\u672f\u5b9e\u73b0\uff1a \u534f\u8bae\u8bc6\u522b\uff1a\u7cbe\u51c6\u533a\u5206\u89c6\u9891\u6d41\u3001\u6570\u636e\u5e93\u67e5\u8be2\u3001API\u8c03\u7528\u7b49\u4e1a\u52a1\u6d41\u91cf\uff0c\u907f\u514d\u201c\u4e00\u5200\u5207\u201d\u9650\u901f\u7b56\u7565\u3002 \u5f02\u5e38\u884c\u4e3a\u68c0\u6d4b\uff1a\u8bc6\u522bTCP\u91cd\u4f20\u7387\u6fc0\u589e\u3001DNS\u6cdb\u6d2a\u653b\u51fb\u7b49\u9690\u853d\u95ee\u9898\u3002 \u6027\u80fd\u74f6\u9888\u5b9a\u4f4d\uff1a\u901a\u8fc7\u541e\u5410\u91cf\u3001\u4f1a\u8bdd\u5e76\u53d1\u6570\u7b49\u6307\u6807\uff0c\u5224\u65ad\u662f\u5e26\u5bbd\u4e0d\u8db3\u8fd8\u662f\u5e94\u7528\u903b\u8f91\u7f3a\u9677\u3002 \u6848\u4f8b\uff1a\u67d0\u89c6\u9891\u4f1a\u8bae\u670d\u52a1\u5546\u906d\u9047\u5468\u671f\u6027\u5361\u987f\uff0c\u4f20\u7edf\u76d1\u63a7\u663e\u793a\u5e26\u5bbd\u5145\u8db3\u3002\u901a\u8fc7DPI\u5206\u6790\u53d1\u73b0\uff0c\u7528\u6237\u6fc0\u589e\u65f6QUIC\u534f\u8bae\u5360\u7528\u5927\u91cf\u8fde\u63a5\u8d44\u6e90\uff0c\u8c03\u6574\u8d1f\u8f7d\u5747\u8861\u7b56\u7565\u540e\u95ee\u9898\u89e3\u51b3\u3002 \u56db\u3001\u62d3\u6251\u53ef\u89c6\u5316\u4e0e\u4f9d\u8d56\u56fe\u8c31\uff1a\u8fd8\u539f\u6545\u969c\u4f20\u64ad\u8def\u5f84 \u590d\u6742\u7684\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\uff0c\u6545\u969c\u53ef\u80fd\u56e0\u670d\u52a1\u4f9d\u8d56\u94fe\u5f0f\u89e6\u53d1\u3002\u52a8\u6001\u62d3\u6251\u6620\u5c04\u5de5\u5177\uff08\u5982Prometheus+Grafana\uff09\u53ef\u81ea\u52a8\u7ed8\u5236\u7f51\u7edc\u4e0e\u670d\u52a1\u4f9d\u8d56\u5173\u7cfb\uff0c\u5b9e\u73b0\uff1a \u6545\u969c\u5f71\u54cd\u9762\u8bc4\u4f30\uff1a\u70b9\u51fb\u5f02\u5e38\u8282\u70b9\uff0c\u81ea\u52a8\u9ad8\u4eae\u53d7\u5f71\u54cd\u7684\u670d\u52a1\u4e0e\u7528\u6237\u7fa4\u3002 \u6839\u56e0\u63a8\u7406\uff1a\u7ed3\u5408\u65f6\u5e8f\u6570\u636e\uff0c\u56de\u6eaf\u6545\u969c\u9996\u6b21\u51fa\u73b0\u7684\u4f4d\u7f6e\uff08\u5982\u67d0\u53f0\u6570\u636e\u5e93\u4e3b\u8282\u70b9\u8fc7\u8f7d\u5f15\u53d1\u96ea\u5d29\uff09\u3002 \u6a21\u62df\u6f14\u7ec3\uff1a\u901a\u8fc7\u6ce8\u5165\u865a\u62df\u6545\u969c\uff0c\u6d4b\u8bd5\u5197\u4f59\u94fe\u8def\u5207\u6362\u80fd\u529b\uff0c\u63d0\u524d\u53d1\u73b0\u8bbe\u8ba1\u7f3a\u9677\u3002 \u67d0\u4e91\u670d\u52a1\u5546\u501f\u52a9\u4f9d\u8d56\u56fe\u8c31\uff0c\u57285\u5206\u949f\u5185\u5b9a\u4f4d\u5230Kubernetes\u96c6\u7fa4\u4e2d\u67d0\u4e2aPod\u7684CPU\u4e89\u7528\u5bfc\u81f4API\u7f51\u5173\u8d85\u65f6\uff0c\u800c\u975e\u6700\u521d\u6000\u7591\u7684\u8d1f\u8f7d\u5747\u8861\u5668\u95ee\u9898\u3002 \u4e94\u3001\u65e5\u5fd7\u805a\u5408\u4e0e\u667a\u80fd\u5206\u6790\uff1a\u4ece\u6570\u636e\u6cbc\u6cfd\u5230\u51b3\u7b56\u91d1\u77ff \u8bbe\u5907\u65e5\u5fd7\u3001\u5e94\u7528\u65e5\u5fd7\u548c\u5b89\u5168\u65e5\u5fd7\u4e2d\u8574\u85cf\u7740\u6545\u969c\u7ebf\u7d22\uff0c\u4f46\u5206\u6563\u7684\u65e5\u5fd7\u6e90\u5982\u540c\u201c\u6570\u636e\u5b64\u5c9b\u201d\u3002ELK Stack\uff08Elasticsearch, Logstash, Kibana\uff09\u6216Splunk \u7b49\u5de5\u5177\u53ef\uff1a \u7edf\u4e00\u91c7\u96c6\uff1a\u6807\u51c6\u5316\u4e0d\u540c\u683c\u5f0f\u7684\u65e5\u5fd7\uff0c\u5b9e\u73b0\u5168\u6587\u68c0\u7d22\u4e0e\u5173\u8054\u67e5\u8be2\u3002 \u6a21\u5f0f\u6316\u6398\uff1a\u901a\u8fc7\u6b63\u5219\u8868\u8fbe\u5f0f\u6216\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08NLP\uff09\uff0c\u63d0\u53d6\u9519\u8bef\u4ee3\u7801\u3001\u5f02\u5e38\u5806\u6808\u7b49\u5173\u952e\u4fe1\u606f\u3002 \u9884\u6d4b\u6027\u7ef4\u62a4\uff1a\u57fa\u4e8e\u5386\u53f2\u65e5\u5fd7\u8bad\u7ec3AI\u6a21\u578b\uff0c\u9884\u6d4b\u786c\u76d8\u5bff\u547d\u3001\u5185\u5b58\u6cc4\u6f0f\u7b49\u6f5c\u5728\u98ce\u9669\u3002 \u4e3e\u4f8b\uff1a\u67d0\u7269\u6d41\u516c\u53f8\u8ba2\u5355\u7cfb\u7edf\u9891\u7e41\u5b95\u673a\uff0c\u65e5\u5fd7\u5206\u6790\u53d1\u73b0\u6bcf\u65e5\u51cc\u6668\u6279\u91cf\u4efb\u52a1\u89e6\u53d1JVM\u5185\u5b58\u6ea2\u51fa\uff0c\u4f18\u5316GC\u53c2\u6570\u540e\u7cfb\u7edf\u7a33\u5b9a\u6027\u663e\u8457\u63d0\u5347\u3002 \u516d\u3001\u95ed\u73af\u53cd\u9988\u4e0e\u77e5\u8bc6\u6c89\u6dc0\uff1a\u8ba9\u6bcf\u6b21\u6545\u969c\u6210\u4e3a\u8fdb\u5316\u5951\u673a \u6545\u969c\u4fee\u590d\u5e76\u975e\u7ec8\u70b9\uff0c\u6784\u5efa\u95ed\u73af\u8fd0\u7ef4\u4f53\u7cfb\u624d\u80fd\u6301\u7eed\u63d0\u5347\u6548\u7387\uff1a \u4e8b\u540e\u590d\u76d8\uff1a\u901a\u8fc7\u6545\u969c\u65f6\u95f4\u7ebf\u8fd8\u539f\uff0c\u8bc6\u522b\u76d1\u63a7\u76f2\u533a\uff08\u5982\u672a\u8986\u76d6\u8fb9\u7f18\u8282\u70b9\u5065\u5eb7\u72b6\u6001\uff09\u3002 \u89c4\u5219\u4f18\u5316\uff1a\u5c06\u672c\u6b21\u6545\u969c\u7279\u5f81\uff08\u5982\u7279\u5b9a\u9519\u8bef\u7801\u7ec4\u5408\uff09\u6dfb\u52a0\u5230\u544a\u8b66\u89c4\u5219\u5e93\u3002 \u81ea\u52a8\u5316\u5267\u672c\uff1a\u9488\u5bf9\u9ad8\u9891\u6545\u969c\u573a\u666f\uff0c\u7f16\u5199\u81ea\u52a8\u5316\u54cd\u5e94\u811a\u672c\uff08\u5982\u81ea\u52a8\u91cd\u542f\u670d\u52a1\u3001\u5207\u6362\u6d41\u91cf\uff09\u3002 \u67d0\u4e92\u8054\u7f51\u4f01\u4e1a\u901a\u8fc7\u6301\u7eed\u6c89\u6dc0\u6545\u969c\u6848\u4f8b\uff0c\u5c06\u5e73\u5747\u5b9a\u4f4d\u65f6\u95f4\uff08MTTI\uff09\u4ece2\u5c0f\u65f6\u7f29\u77ed\u81f315\u5206\u949f\uff0c\u771f\u6b63\u5b9e\u73b0\u4e86\u201c\u8d8a\u8fd0\u7ef4\u8d8a\u8f7b\u677e\u201d\u3002 \u901a\u8fc7\u4e0a\u8ff0\u7b56\u7565\uff0c\u4f01\u4e1a\u53ef\u5c06\u7f51\u7edc\u76d1\u63a7\u4ece\u201c\u88ab\u52a8\u6551\u706b\u201d\u5347\u7ea7\u4e3a\u201c\u4e3b\u52a8\u9632\u5fa1\u201d\u3002\u8bb0\u4f4f\uff1a\u76d1\u63a7\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u6536\u96c6\u6570\u636e\uff0c\u800c\u5728\u4e8e\u8f6c\u5316\u4e3a actionable insights\uff08\u53ef\u884c\u52a8\u7684\u6d1e\u5bdf\uff09\u3002\u53ea\u6709\u5c06\u5de5\u5177\u3001\u6d41\u7a0b\u4e0e\u4eba\u7684\u7ecf\u9a8c\u6df1\u5ea6\u878d\u5408\uff0c\u624d\u80fd\u5728\u6545\u969c\u6765\u88ad\u65f6\u505a\u5230\u201c\u5feb\u3001\u51c6\u3001\u7a33\u201d\u3002<\/p>\n","protected":false},"author":4,"featured_media":36912,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14],"tags":[],"class_list":["post-36911","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-product-news"],"_links":{"self":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/36911","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/comments?post=36911"}],"version-history":[{"count":1,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/36911\/revisions"}],"predecessor-version":[{"id":36913,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/36911\/revisions\/36913"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media\/36912"}],"wp:attachment":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media?parent=36911"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/categories?post=36911"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/tags?post=36911"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}