{"id":42208,"date":"2025-12-11T15:04:55","date_gmt":"2025-12-11T07:04:55","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=42208"},"modified":"2025-12-11T15:04:55","modified_gmt":"2025-12-11T07:04:55","slug":"%e5%9f%ba%e4%ba%8edeepflow%e6%99%ba%e8%83%bd%e4%bd%93%e7%9a%84%e5%85%a8%e6%a0%88%e5%8f%af%e8%a7%82%e6%b5%8b%e6%80%a7%e5%b9%b3%e5%8f%b0%e5%9c%a8%e9%87%91%e8%9e%8d%e4%bf%9d%e9%99%a9%e6%a0%b8%e5%bf%83","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/42208.html","title":{"rendered":"\u57fa\u4e8eDeepFlow\u667a\u80fd\u4f53\u7684\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u5728\u91d1\u878d\u4fdd\u9669\u6838\u5fc3\u7cfb\u7edf\u4e2d\u7684\u5b9e\u8df5\u4e0e\u91cf\u5316\u6536\u76ca\u5206\u6790"},"content":{"rendered":"\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p style=\"font-size:16px\"><strong>\u6458\u8981<\/strong>\uff1a\u672c\u6587\u8be6\u7ec6\u9610\u8ff0\u4e86\u5728SIGCOMM 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class=\"wp-block-list\">\n<li><strong>\u5b9e\u65bd\u65b9\u6cd5<\/strong>\uff1a\u81ea\u52a8\u6a21\u62df\u8fd150\u7c7b\u6545\u969c\u573a\u666f\uff08\u5982\u5b9e\u4f8b\u5b95\u673a\u3001\u7f51\u7edc\u5ef6\u8fdf\uff09\uff0c\u5e76\u8bb0\u5f55\u667a\u80fd\u4f53\u7684\u5904\u7f6e\u3001\u53cd\u9988\u4e0e\u4f18\u5316\u8fc7\u7a0b\u3002<\/li>\n\n\n\n<li><strong>\u5173\u952e\u4ea7\u51fa<\/strong>\uff1a\u81ea\u52a8\u751f\u6210\u8986\u76d6\u6545\u969c\u68c0\u6d4b\u3001\u6839\u56e0\u5b9a\u4f4d\u5230\u6062\u590d\u7684\u5e94\u6025\u9884\u6848\u4e0e\u811a\u672c\u5e93\u3002\u540c\u65f6\uff0c\u5efa\u7acb\u4e86\u57fa\u4e8e\u4e1a\u52a1SLO\uff08\u670d\u52a1\u7b49\u7ea7\u76ee\u6807\uff09\u7684\u52a8\u6001\u76d1\u63a7\u57fa\u7ebf\uff08\u5982\u201c\u652f\u4ed8\u7f51\u5173P99\u65f6\u5ef6&lt;400ms\u201d\uff09\uff0c\u5b9e\u73b0\u4ece\u88ab\u52a8\u54cd\u5e94\u5230\u4e3b\u52a8\u9884\u89c1\u7684\u98ce\u9669\u7ba1\u63a7\u8f6c\u53d8\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>2.3 <strong>\u667a\u80fd\u9636\u6bb5\uff1a\u5927\u6a21\u578b\u4e0e\u5f3a\u5316\u5b66\u4e60\u8d4b\u80fd\u7684\u672a\u77e5\u6545\u969c\u81ea\u6108<\/strong><\/strong><\/p>\n\n\n\n<p>\u9762\u5bf9\u672a\u77e5\u6545\u969c\uff0c\u65b9\u6848\u4f9d\u6258\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u4e0e\u5f3a\u5316\u5b66\u4e60\u6280\u672f\uff0c\u4f7f\u667a\u80fd\u4f53\u5177\u5907\u81ea\u4e3b\u8bca\u65ad\u4e0e\u51b3\u7b56\u80fd\u529b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6838\u5fc3\u673a\u5236<\/strong>\uff1a\u6784\u5efa\u4e86\u5305\u542b120+\u4fdd\u9669\u884c\u4e1a\u5178\u578b\u573a\u666f\u7684\u8fd0\u7ef4\u4e13\u5bb6\u6a21\u578b\uff0c\u5e76\u878d\u5408\u201c\u8bc4\u6d4b-\u53cd\u601d\u201d\u673a\u5236\uff0c\u4f7f\u667a\u80fd\u4f53\u80fd\u591f\u6301\u7eed\u5b66\u4e60\u8fdb\u5316\u3002<\/li>\n\n\n\n<li><strong>\u5b9e\u8df5\u6210\u679c<\/strong>\uff1a\u57282025\u5e747\u6708\u7684\u5b9e\u9645\u4e8b\u4ef6\u4e2d\uff0c\u667a\u80fd\u4f53\u5b9e\u73b0\u4e86\u201c1\u5206\u949f\u53d1\u73b0\u670d\u52a1\u5f02\u5e38\uff0c5\u5206\u949f\u5b9a\u4f4d\u81f3\u5ba2\u6237\u7aef\u914d\u7f6e\u95ee\u9898\u201d\u7684\u5feb\u901f\u54cd\u5e94\u3002\u901a\u8fc77\u00d724\u5c0f\u65f6\u81ea\u52a8\u5316\u5de1\u68c0\uff0c\u66fe\u63d0\u524d3\u5929\u9884\u8b66\u6f5c\u5728\u670d\u52a1\u4e2d\u65ad\u98ce\u9669\u3002\u7cfb\u7edf\u6bcf\u6708\u5bf9\u672a\u77e5\u573a\u666f\u7684\u54cd\u5e94\u51c6\u786e\u7387\u53ef\u63d0\u5347\u7ea615%\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>03<\/strong>\uff5c<strong><strong>\u91cf\u5316\u4ef7\u503c\u4e0e\u4e1a\u52a1\u5f71\u54cd<\/strong><\/strong><\/h2>\n\n\n\n<p>\u901a\u8fc7\u5168\u6808\u89c2\u6d4b\u5e73\u53f0\u5b9e\u65f6\u91c7\u96c6\u3001\u5168\u94fe\u8def\u6821\u9a8c\uff0c\u5e76\u5728\u9879\u76ee\u5b9e\u65bd\u7684 6 \u4e2a\u6708\u5185\u6301\u7eed\u76d1\u63a7\u548c\u4f18\u5316\uff0c\u5145\u5206\u9a8c\u8bc1\u4e86\u201c\u53ef\u89c6\u2014\u7ef4\u7a33\u2014\u667a\u80fd\u201d\u8fd0\u7ef4\u6a21\u5f0f\u5bf9\u91d1\u878d\u7ea7\u4e91\u5e73\u53f0\u7684\u97e7\u6027\u63d0\u5347\u548c\u8fd0\u8425\u6548\u7387\u6539\u8fdb\u6548\u679c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u6838\u5fc3\u6307\u6807<\/th><th>\u4f18\u5316\u6210\u679c<\/th><th>\u4e1a\u52a1\u5f71\u54cd<\/th><\/tr><\/thead><tbody><tr><td>\u6545\u969c\u5e73\u5747\u6062\u590d\u65f6\u95f4 (MTTR)<\/td><td>\u964d\u4f4e 70%<\/td><td>\u51cf\u5c11\u4e1a\u52a1\u4e2d\u65ad\u65f6\u957f<\/td><\/tr><tr><td>\u7cfb\u7edf\u53ef\u7528\u6027<\/td><td>\u63d0\u5347 0.42 \u4e2a\u767e\u5206\u70b9<\/td><td>\u5e74\u51cf\u5c11\u4e1a\u52a1\u635f\u5931\u8d85\u5343\u4e07\u5143<\/td><\/tr><tr><td>\u544a\u8b66\u566a\u58f0\u7387<\/td><td>\u51cf\u5c11 60%<\/td><td>\u8fd0\u7ef4\u56e2\u961f\u65e0\u6548\u54cd\u5e94\u5de5\u4f5c\u91cf\u964d\u4f4e\u4e00\u534a<\/td><\/tr><tr><td>\u94fe\u8def\u8ffd\u8e2a\u8986\u76d6\u7387<\/td><td>\u63d0\u5347\u5230 100%<\/td><td>\u5408\u89c4\u5ba1\u8ba1\u901a\u8fc7\u7387\u8fbe 100%<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8fd0\u7ef4\u6548\u7387<\/strong>\uff1a\u6545\u969c\u5e73\u5747\u5b9a\u4f4d\u65f6\u95f4\uff08MTTR\uff09\u7f29\u77ed90%\uff0c\u8fd0\u7ef4\u4eba\u6548\u63d0\u534730%\uff0c\u5e74\u5ea6\u4e8b\u6545\u7387\u964d\u4f4e80%\u3002<\/li>\n\n\n\n<li><strong>\u4e1a\u52a1\u97e7\u6027<\/strong>\uff1a\u6838\u5fc3\u4e1a\u52a1\u4ea4\u6613\u6210\u529f\u7387\u7a33\u5b9a\u572899.99%\u4ee5\u4e0a\uff0c\u652f\u4ed8\u7f51\u5173\u65f6\u5ef6\u8fbe\u6807\u7387\u5927\u5e45\u63d0\u5347\u3002<\/li>\n\n\n\n<li><strong>\u7ecf\u6d4e\u6548\u76ca\u4e0e\u521b\u65b0<\/strong>\uff1a\u5728\u4e91\u8fc1\u79fb\u4e0e\u4fe1\u521b\u6539\u9020\u4e2d\uff0c\u81ea\u52a8\u5316\u68c0\u6d4b\u4f7f\u5f00\u53d1\u5468\u671f\u7f29\u77ed30%\uff1b\u901a\u8fc7\u7cbe\u51c6\u5bb9\u91cf\u7ba1\u7406\uff0c\u6bcf\u5e74\u8282\u7701\u5343\u4e07\u7ea7\u57fa\u7840\u8bbe\u65bd\u6210\u672c\uff0c\u91ca\u653e\u7684\u8d44\u6e90\u5f97\u4ee5\u6295\u5165\u4e1a\u52a1\u521b\u65b0\u3002<\/li>\n<\/ul>\n\n\n\n<figure 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