{"id":167126,"date":"2026-08-04T13:10:58","date_gmt":"2026-08-04T10:10:58","guid":{"rendered":"https:\/\/www.catonetworks.com\/glossary\/%e4%bb%80%e4%b9%88%e6%98%af%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e7%bd%91%e7%bb%9c%e4%bc%98%e5%8c%96%ef%bc%9f\/"},"modified":"2026-08-23T15:20:36","modified_gmt":"2026-08-23T12:20:36","slug":"what-is-ai-network-optimization","status":"publish","type":"glossary","link":"https:\/\/www.catonetworks.com\/zh\/glossary\/what-is-ai-network-optimization\/","title":{"rendered":"\u4ec0\u9ebc\u662f\u4eba\u5de5\u667a\u6167\u7db2\u8def\u512a\u5316\uff1f"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">AI\u7db2\u8def\u512a\u5316\u5229\u7528AI\u548cML\u6280\u8853\u5c0d\u4f01\u696d\u5ee3\u57df\u7db2\u8def\u9032\u884c\u6d41\u91cf\u7ba1\u7406\u548c\u8def\u7531\u3002AI \u5de5\u5177\u5728\u63a7\u5236\u5c64\u904b\u884c\uff0c\u5206\u6790\u9059\u6e2c\u6578\u64da\uff0c\u8b58\u5225\u6a21\u5f0f\uff0c\u4e26\u5efa\u8b70\u914d\u7f6e\u66f4\u6539\uff0c\u65e8\u5728\u63d0\u9ad8\u4f01\u696d\u5ee3\u57df\u7db2\u8def\u7684\u6548\u80fd\u548c\u53ef\u9760\u6027\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u96a8\u8457\u4f01\u696d\u7db2\u8def\u56e0\u96f2\u7aef\u57fa\u790e\u8a2d\u65bd\u548c\u6df7\u5408\u8fa6\u516c\u6a21\u5f0f\u7684\u63a1\u7528\u800c\u8b8a\u5f97\u8d8a\u4f86\u8d8a\u5206\u6563\uff0c\u7db2\u8def\u6548\u7387\u4f4e\u4e0b\u5c0d\u696d\u52d9\u7684\u5f71\u97ff\u4e5f\u8d8a\u4f86\u8d8a\u5927\u3002\u6b64\u5916\uff0cIT \u74b0\u5883\u7684\u52d5\u614b\u7279\u6027\u2014\u2014\u96f2\u7aef\u8cc7\u6e90\u7684\u77ed\u66ab\u6027\u548c\u5de5\u4f5c\u4eba\u54e1\u7684\u6d41\u52d5\u6027\u2014\u2014\u610f\u5473\u8457\u5fc5\u9808\u5b9a\u671f\u9032\u884c\u914d\u7f6e\u8b8a\u66f4\u4ee5\u512a\u5316\u9019\u4e9b\u74b0\u5883\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eba\u5de5\u667a\u6167\u53ef\u4ee5\u5206\u6790\u8cc7\u6599\u3001\u5075\u6e2c\u6a21\u5f0f\u4e26\u5373\u6642\u9032\u884c\u66f4\u65b0\uff0c\u8ddf\u4e0a\u4f01\u696d\u5ee3\u57df\u7db2\u8def\u5feb\u901f\u767c\u5c55\u7684\u8173\u6b65\u3002\u5982\u679c\u5c07 AI \u4f5c\u70ba<a href=\"https:\/\/www.catonetworks.com\/sase\/\">SASE<\/a>\u5e73\u53f0\u7684\u4e00\u90e8\u5206\u9032\u884c\u90e8\u7f72\uff0c\u4e26\u8207\u7db2\u8def\u57fa\u790e\u8a2d\u65bd\u96c6\u6210\uff0c\u800c\u4e0d\u662f\u4f5c\u70ba\u9ede\u89e3\u6c7a\u65b9\u6848\u9032\u884c\u90e8\u7f72\uff0c\u5247\u53ef\u4ee5\u5728\u4e0d\u5f71\u97ff\u6548\u80fd\u7684\u60c5\u6cc1\u4e0b\u5be6\u73fe\u9019\u4e00\u9ede\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-how-do-you-define-ai-network-optimization\">\u60a8\u5982\u4f55\u5b9a\u7fa9\u4eba\u5de5\u667a\u6167\u7db2\u8def\u512a\u5316\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI\u7db2\u8def\u512a\u5316\u5229\u7528AI\u548cML\u6280\u8853\uff0c\u900f\u904e\u5206\u6790\u7db2\u8def\u9059\u6e2c\u6578\u64da\u4e26\u63d0\u51fa\u6539\u9032\u5efa\u8b70\uff0c\u4f86\u63d0\u5347\u7db2\u8def\u6548\u80fd\u3001\u4f7f\u7528\u8005\u9ad4\u9a57\u548c\u53ef\u9760\u6027\u3002\u5b83\u4ee5\u50b3\u7d71\u7684\u6700\u4f73\u5316\u6280\u8853\uff08\u5982 TCP \u52a0\u901f\u3001\u58d3\u7e2e\u548c\u975c\u614b QoS \u898f\u5247\uff09\u70ba\u57fa\u790e\uff0c\u900f\u904e\u63a1\u7528\u56de\u994b\u8ff4\u8def\u4f86\u6e2c\u8a66\u3001\u9a57\u8b49\u548c\u6539\u9032\u6f5b\u5728\u7684\u6700\u4f73\u5316\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI \u7db2\u8def\u6700\u4f73\u5316\u9069\u7528\u65bc\u6574\u500b\u4f01\u696d\u5ee3\u57df\u7db2\uff0c\u7ba1\u7406\u8def\u7531\u3001\u670d\u52d9\u54c1\u8cea\u3001\u983b\u5bec\u5206\u914d\uff0c\u4ee5\u53ca\u5728\u8207\u8def\u5f91\u9078\u64c7\u76f8\u95dc\u6642\u53ef\u80fd\u7684\u5b89\u5168\u7b56\u7565\u90e8\u7f72\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-core-elements-of-ai-network-optimization\">\u4eba\u5de5\u667a\u6167\u7db2\u8def\u512a\u5316\u7684\u6838\u5fc3\u8981\u7d20<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI\u7db2\u8def\u512a\u5316\u5be6\u73fe\u4e86\u5c0d\u7db2\u8def\u7ba1\u7406\u7684\u667a\u6167\u5206\u6790\u548c\u6700\u4f73\u5316\u3002\u57fa\u790e\u8a2d\u65bd\u7684\u95dc\u9375\u8981\u7d20\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6578\u64da\u6536\u96c6\uff1a<\/strong>\u4eba\u5de5\u667a\u6167\u5de5\u5177\u9700\u8981\u5b58\u53d6\u9ad8\u54c1\u8cea\u7684\u9059\u6e2c\u6578\u64da\uff0c\u624d\u80fd\u8b58\u5225\u6f5b\u5728\u7684\u6700\u4f73\u5316\u9818\u57df\u3002\u9019\u5305\u62ec\u6df1\u5165\u4e86\u89e3\u4f01\u696d\u5ee3\u57df\u7db2\u8def\u7684\u6240\u6709\u8981\u7d20\uff0c\u5305\u62ec\u672c\u5730\u548c\u96f2\u7aef\u57fa\u790e\u67b6\u69cb\u3002<\/li>\n\n\n\n<li><strong>\u7279\u5fb5\u63d0\u53d6\uff1a<\/strong>\u7279\u5fb5\u63d0\u53d6\u5c07\u6536\u96c6\u5230\u7684\u8cc7\u6599\u63d0\u7149\u6210\u4e00\u7d44\u53ef\u7528\u65bc\u5206\u6790\u7684\u6709\u7528\u7279\u5fb5\u3002\u9019\u6a23\u53ef\u4ee5\u6d88\u9664\u96dc\u8a0a\u6578\u64da\uff0c\u540c\u6642\u5c08\u6ce8\u65bc\u6709\u7528\u7684\u4fe1\u606f\u3002<\/li>\n\n\n\n<li><strong>\u6a21\u578b\u8a13\u7df4\u8207\u63a8\u7406\uff1a<\/strong>\u900f\u904e\u7372\u53d6\u9ad8\u54c1\u8cea\u6578\u64da\uff0c\u4eba\u5de5\u667a\u6167\u548c\u6a5f\u5668\u5b78\u7fd2\u53ef\u4ee5\u9032\u884c\u5206\u6790\u4e26\u5c0b\u627e\u8da8\u52e2\u3002\u5b78\u7fd2\u904e\u7a0b\u662f\u6301\u7e8c\u9032\u884c\u7684\uff0c\u9019\u4f7f\u5f97\u6a21\u578b\u80fd\u5920\u9069\u61c9\u7db2\u8def\u57fa\u790e\u8a2d\u65bd\u548c\u4f7f\u7528\u60c5\u6cc1\u7684\u8b8a\u5316\u3002<\/li>\n\n\n\n<li><strong>\u7db2\u8def\u57f7\u6cd5\uff1a<\/strong>AI\u7db2\u8def\u512a\u5316\u5de5\u5177\u53ef\u4ee5\u63d0\u51fa\u5efa\u8b70\uff0c\u4f46\u8207\u5176\u4ed6\u7db2\u8def\u5de5\u5177\u7684\u6574\u5408\u5c0d\u65bc\u57f7\u884c\u81f3\u95dc\u91cd\u8981\u3002AI \u6700\u9069\u5408\u4f5c\u70ba\u878d\u5408 SASE \u90e8\u7f72\u7684\u4e00\u90e8\u5206\u4f86\u61c9\u7528\uff0c\u9019\u6a23\u5c31\u53ef\u4ee5\u5728\u6574\u500b\u4f01\u696d\u5ee3\u57df\u7db2\u8def\u4e2d\u4e00\u81f4\u5730\u61c9\u7528\u5efa\u8b70\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-how-does-ai-network-optimization-work-in-modern-networks\">\u73fe\u4ee3\u7db2\u8def\u4e2d\u4eba\u5de5\u667a\u6167\u7db2\u8def\u512a\u5316\u662f\u5982\u4f55\u904b\u4f5c\u7684\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u73fe\u4ee3\u7db2\u8def\u4e2d\uff0cAI \u7db2\u8def\u6700\u4f73\u5316\u901a\u5e38\u4f4d\u65bc SASE \u6216<a href=\"https:\/\/www.catonetworks.com\/sd-wan\/\">SD-WAN<\/a>\u67b6\u69cb\u7684\u96f2\u7aef\u63a7\u5236\u9762\u677f\u6216\u96c6\u4e2d\u5f0f\u7ba1\u7406\u5e73\u9762\u3002\u8a72\u7cfb\u7d71\u8ca0\u8cac\u6536\u96c6\u9059\u6e2c\u6578\u64da\uff0c\u8b58\u5225\u6a21\u5f0f\u6216\u7570\u5e38\u60c5\u6cc1\uff0c\u4e26\u5efa\u8b70\u6216\u81ea\u52d5\u61c9\u7528\u8def\u7531\u548c QoS \u7b56\u7565\u7684\u8b8a\u66f4\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-real-time-path-selection-and-policy-adjustment\">\u5373\u6642\u8def\u5f91\u9078\u64c7\u8207\u7b56\u7565\u8abf\u6574<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u8def\u5f91\u9078\u64c7\u5c0d\u7db2\u8def\u6548\u80fd\u81f3\u95dc\u91cd\u8981\uff0c\u5c24\u5176\u662f\u5c0d\u65bc\u4f9d\u8cf4\u516c\u5171\u7db2\u969b\u7db2\u8def\u7684 SD-WAN \u548c SASE 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id=\"h-how-does-ai-wan-optimization-fit-into-this-picture\">AI WAN\u512a\u5316\u5982\u4f55\u878d\u5165\u9019\u500b\u683c\u5c40\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI WAN \u512a\u5316\u5c08\u6ce8\u65bc\u4f01\u696d WAN \u7684\u6700\u4f73\u5316\uff0c\u7279\u5225\u662f\u9078\u64c7 WAN \u8def\u5f91\u548c\u61c9\u7528 WAN \u7279\u5b9a\u6700\u4f73\u5316\u3002\u501f\u52a9\u4eba\u5de5\u667a\u6167\uff0c\u7d44\u7e54\u53ef\u4ee5\u64fa\u812b\u975c\u614b\u7684\u653f\u7b56\u548c\u56fa\u5b9a\u7684\u6f14\u7b97\u6cd5\uff0c\u63a1\u53d6\u66f4\u52d5\u614b\u3001\u66f4\u6709\u667a\u6167\u7684\u65b9\u6cd5\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-what-problems-does-ai-network-optimization-solve\">\u4eba\u5de5\u667a\u6167\u7db2\u8def\u512a\u5316\u89e3\u6c7a\u4e86\u54ea\u4e9b\u554f\u984c\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI\u7db2\u8def\u512a\u5316\u89e3\u6c7a\u4e86\u4f01\u696d\u7db2\u8def\u4e2d\u4e0d\u53ef\u9810\u6e2c\u7684\u5ef6\u9072\u3001\u4e1f\u5305\u548c\u6296\u52d5\u554f\u984c\u3002\u73fe\u4ee3\u7db2\u8def\u6d41\u91cf\u901a\u5e38\u6703\u8de8\u8d8a\u591a\u500b\u7db2\u8def\u670d\u52d9\u4f9b\u61c9\u5546\u548c\u96f2\u7aef\u4f9b\u61c9\u5546\uff0c\u9019\u5f15\u5165\u4e86\u8907\u96dc\u6027\uff0c\u5c0e\u81f4 SaaS \u6548\u80fd\u5dee\uff0c\u4f7f\u7528\u8005\u9ad4\u9a57\u4e0b\u964d\u3002\u501f\u52a9\u4eba\u5de5\u667a\u6167\uff0c\u53ef\u4ee5\u8fd1\u4e4e\u5373\u6642\u5730\u8b58\u5225\u548c\u89e3\u6c7a\u554f\u984c\uff0c\u5f9e\u800c\u6e1b\u5c11\u7528\u6236\u9ad4\u9a57\u4e2d\u7684\u6469\u64e6\uff0c\u4e26\u6e1b\u8f15\u71df\u904b\u5718\u968a\u7684\u6545\u969c\u6392\u9664\u75b2\u52de\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-performance-issues-that-ai-network-optimization-addresses\">\u4eba\u5de5\u667a\u6167\u7db2\u8def\u512a\u5316\u89e3\u6c7a\u7684\u6548\u80fd\u554f\u984c<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7531\u65bc\u516c\u5171\u4e92\u806f\u7db2\u93c8\u8def\u7684\u4e0d\u53ef\u9760\u6027\uff0c\u900f\u904e\u516c\u5171\u4e92\u806f\u7db2\u50b3\u8f38\u7684\u6d41\u91cf\u53ef\u80fd\u6703\u9047\u5230\u5404\u7a2e\u554f\u984c\u3002\u5e38\u898b\u75c7\u72c0\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5ef6\u9072<\/li>\n\n\n\n<li>\u6296\u52d5<\/li>\n\n\n\n<li>\u4e1f\u5305<\/li>\n\n\n\n<li>\u9593\u6b47\u6027\u96fb\u58d3\u9a5f\u964d<\/li>\n\n\n\n<li>\u5171\u4eab\u7db2\u969b\u7db2\u8def\u4ea4\u63db\u4e2d\u5fc3\u58c5\u585e<\/li>\n\n\n\n<li>SaaS \u6548\u80fd\u4e0d\u7a69\u5b9a\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eba\u5de5\u667a\u6167\u5de5\u5177\u64c5\u9577\u6a21\u5f0f\u8b58\u5225\uff0c\u80fd\u5920\u8b58\u5225\u5e38\u898b\u554f\u984c\uff0c\u4f8b\u5982\u4e00\u5929\u4e2d\u7684\u4e0d\u540c\u6642\u6bb5\u7684\u7db2\u8def\u64c1\u585e\u6216\u53cd\u8986\u51fa\u73fe\u7db2\u8def\u4e2d\u65b7\u7684\u7279\u5b9a\u9023\u7d50\u3002\u57fa\u65bc\u6b64\u5206\u6790\u548c\u5c0d\u53ef\u7528\u9023\u7d50\u7684\u4e86\u89e3\uff0c\u4eba\u5de5\u667a\u6167\u53ef\u4ee5\u5efa\u8b70\u66ff\u4ee3\u8def\u7dda\u6216\u81ea\u52d5\u61c9\u7528\u9019\u4e9b\u8b8a\u66f4\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-operational-challenges-ai-helps-reduce\">\u4eba\u5de5\u667a\u6167\u6709\u52a9\u65bc\u6e1b\u5c11\u71df\u904b\u6311\u6230<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7dad\u904b\u5718\u968a\u5728\u5617\u8a66\u8a3a\u65b7\u548c\u89e3\u6c7a\u8207\u7db2\u8def\u6548\u80fd\u76f8\u95dc\u7684\u554f\u984c\u6642\u9762\u81e8\u8457\u5de8\u5927\u7684\u6311\u6230\u3002\u4f01\u696d\u74b0\u5883\u65e5\u76ca\u5206\u6563\uff0c\u610f\u5473\u8457\u4f01\u696d\u7db2\u8def\u6d41\u91cf\u53ef\u80fd\u6703\u7d93\u904e\u591a\u500b\u7db2\u8def\u670d\u52d9\u4f9b\u61c9\u5546\u548c\u96f2\u7aef\u5e73\u53f0\u3002\u56e0\u6b64\uff0c\u627e\u51fa\u554f\u984c\u7684\u6839\u672c\u539f\u56e0\u65e2\u56f0\u96e3\u53c8\u8017\u6642\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI \u900f\u904e\u5c0d\u4e8b\u4ef6\u9032\u884c\u81ea\u52d5\u6839\u672c\u539f\u56e0\u5206\u6790\uff0c\u5e6b\u52a9\u6e1b\u5c11\u958b\u92b7\u548c\u5e73\u5747\u5075\u6e2c\u6642\u9593\uff0c\u4e26\u63d0\u4f9b\u6709\u95dc\u53ef\u80fd\u6839\u672c\u539f\u56e0\u7684\u898b\u89e3\u3002\u900f\u904e\u81ea\u52d5\u5316\u8abf\u67e5\u548c\u5206\u985e\u6d41\u7a0b\uff0c\u9019\u4e9b\u5de5\u5177\u53ef\u4ee5\u6e1b\u8f15\u4eba\u5de5\u64cd\u4f5c\u54e1\u7684\u8ca0\u64d4\uff0c\u4e26\u5141\u8a31\u8f03\u5c0f\u7684\u5718\u968a\u5feb\u901f\u505a\u51fa\u6c7a\u7b56\u548c\u5be6\u65bd\u8b8a\u66f4\uff0c\u5f9e\u800c\u63d0\u9ad8\u8907\u96dc\u5206\u6563\u5f0f\u7db2\u8def\u7684\u6548\u80fd\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-which-data-and-telemetry-feed-ai-network-optimization\">\u54ea\u4e9b\u6578\u64da\u548c\u9059\u6e2c\u6578\u64da\u53ef\u7528\u65bc\u4eba\u5de5\u667a\u6167\u7db2\u8def\u512a\u5316\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eba\u5de5\u667a\u6167\u7cfb\u7d71\u7684\u6027\u80fd\u53d6\u6c7a\u65bc\u5b83\u5011\u80fd\u5920\u7372\u5f97\u7684\u6578\u64da\u54c1\u8cea\u3002\u5c0d\u65bc\u4eba\u5de5\u667a\u6167\u7db2\u8def\u512a\u5316\u5de5\u5177\u800c\u8a00\uff0c\u5b83\u5011\u9700\u8981\u9ad8\u54c1\u8cea\u7684\u9059\u6e2c\u6578\u64da\uff0c\u4ee5\u4fbf\u4e86\u89e3\u6574\u500b\u4f01\u696d\u7db2\u8def\u7684\u72c0\u6cc1\uff0c\u4e26\u6df1\u5165\u4e86\u89e3\u7db2\u8def\u6548\u80fd\u3001\u5b89\u5168\u6027\u548c\u7528\u6236\u9ad4\u9a57\u7b49\u95dc\u9375\u76ee\u6a19\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI \u7db2\u8def\u512a\u5316\u5de5\u5177\u901a\u5e38\u662f\u4f5c\u70ba SASE \u548c SD-WAN \u5e73\u53f0\u7684\u4e00\u90e8\u5206\u9032\u884c\u90e8\u7f72\uff0c\u9019\u4e9b\u5e73\u53f0\u5df2\u7d93\u6536\u96c6\u4e86 AI \u5de5\u5177\u6240\u9700\u7684\u5404\u7a2e\u7db2\u8def\u6d41\u91cf\u3001\u4f7f\u7528\u8005\u3001\u61c9\u7528\u7a0b\u5f0f\u548c\u5b89\u5168\u8cc7\u6599\u3002\u5c07\u9019\u4e9b\u8cc7\u8a0a\u96c6\u4e2d\u5230\u4e00\u500b\u55ae\u4e00\u7684\u8cc7\u6599\u6e56\u4e2d\uff0c\u53ef\u4ee5\u8b93\u4eba\u5de5\u667a\u6167\u5de5\u5177\u66f4\u5bb9\u6613\u5b58\u53d6\u548c\u5206\u6790\u9019\u4e9b\u8cc7\u8a0a\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-network-and-transport-layer-metrics\">\u7db2\u8def\u5c64\u548c\u50b3\u8f38\u5c64\u6307\u6a19<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7db2\u8def\u5c64\u548c\u50b3\u8f38\u5c64\u6307\u6a19\u8457\u91cd\u65bc\u63d0\u9ad8\u7d44\u7e54\u7db2\u8def\u57fa\u790e\u8a2d\u65bd\u7684\u6548\u80fd\u548c\u53ef\u9760\u6027\u3002\u95dc\u9375\u6307\u6a19\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5ef6\u9072<\/li>\n\n\n\n<li>\u6296\u52d5<\/li>\n\n\n\n<li>\u4e1f\u5305<\/li>\n\n\n\n<li>\u541e\u5410\u91cf<\/li>\n\n\n\n<li>\u93c8\u8def\u5229\u7528\u7387<\/li>\n\n\n\n<li>\u932f\u8aa4\u7387<\/li>\n\n\n\n<li>\u8def\u7dda\u8b8a\u66f4\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eba\u5de5\u667a\u6167\u6a21\u578b\u53ef\u4ee5\u5229\u7528\u9019\u4e9b\u6307\u6a19\u5c0d\u5404\u7a2e\u7db2\u8def\u93c8\u8def\u7684\u5065\u5eb7\u72c0\u6cc1\u9032\u884c\u5206\u985e\uff0c\u4e26\u9810\u6e2c\u672a\u4f86\u7684\u6548\u80fd\u3002\u4f8b\u5982\uff0c\u7531\u65bc\u4f7f\u7528\u8005\u884c\u70ba\u6216\u898f\u5283\u4efb\u52d9\u6216\u4f5c\u696d\uff0c\u67d0\u500b\u7279\u5b9a\u7db2\u8def\u9023\u7d50\u5728\u7279\u5b9a\u6642\u9593\u5167\u53ef\u80fd\u6703\u51fa\u73fe\u4f7f\u7528\u91cf\u6fc0\u589e\u7684\u60c5\u6cc1\u3002\u80fd\u5920\u8b58\u5225\u9019\u7a2e\u6a21\u5f0f\u7684\u4eba\u5de5\u667a\u6167\u5de5\u5177\u53ef\u4ee5\u63d0\u4f9b\u5efa\u8b70\uff0c\u5728\u9019\u4e9b\u6642\u6bb5\u5c07\u6d41\u91cf\u8def\u7531\u5230\u5176\u4ed6\u93c8\u8def\uff0c\u4ee5\u6e1b\u5c11\u64c1\u585e\u548c\u5ef6\u9072\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5168\u7403 SASE \u9aa8\u5e79\u7db2\u975e\u5e38\u9069\u5408\u6b64\u985e\u5206\u6790\uff0c\u56e0\u70ba\u5b83\u5011\u80fd\u5920\u6536\u96c6\u9059\u6e2c\u6578\u64da\u4e26\u6bd4\u8f03\u591a\u500b\u908a\u7de3\u548c ISP \u4e4b\u9593\u7684\u6027\u80fd\u3002\u66f4\u5ee3\u95ca\u7684\u8996\u91ce\u8c50\u5bcc\u4e86\u4eba\u5de5\u667a\u6167\u6a21\u578b\u53ef\u7528\u7684\u8a13\u7df4\u6578\u64da\uff0c\u4e26\u6539\u5584\u4e86\u9aa8\u5e79\u7db2\u8def\u4e2d\u7684\u8def\u5f91\u9078\u64c7\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-application-and-user-experience-metrics\">\u61c9\u7528\u7a0b\u5f0f\u548c\u4f7f\u7528\u8005\u9ad4\u9a57\u6307\u6a19<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.catonetworks.com\/glossary\/digital-experience-monitoring\/\">\u6578\u4f4d\u9ad4\u9a57\u76e3\u6e2c (DEM)<\/a>\u65e8\u5728\u900f\u904e\u8ffd\u8e64\u4ee5\u4e0b\u6307\u6a19\u4f86\u6539\u5584\u4f7f\u7528\u8005\u9ad4\u9a57\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4f7f\u7528\u8005\u8a2d\u5099\u9059\u6e2c<\/li>\n\n\n\n<li>\u61c9\u7528\u7a0b\u5f0f\u56de\u61c9\u6642\u9593<\/li>\n\n\n\n<li>\u4ea4\u6613\u6210\u529f\u7387\u548c\u932f\u8aa4\u7387<\/li>\n\n\n\n<li>\u5408\u6210\u4ea4\u6613\u7d50\u679c<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u900f\u904e\u5c0d\u7db2\u8def\u57fa\u790e\u67b6\u69cb\u548c\u61c9\u7528\u5c64\u6307\u6a19\u7684\u4e86\u89e3\uff0cAI \u7db2\u8def\u512a\u5316\u5de5\u5177\u53ef\u4ee5\u5c07 DEM \u6307\u6a19\u7684\u9000\u5316\u8207\u7db2\u8def\u5c64\u7d1a\u72c0\u6cc1\u95dc\u806f\u8d77\u4f86\u3002\u9019\u6a23\u4e00\u4f86\uff0c\u4ed6\u5011\u5c31\u80fd\u767c\u73fe\u7db2\u8def\u5c64\u9762\u7684\u6f5b\u5728\u8b8a\u5316\u548c\u6700\u4f73\u5316\uff0c\u9019\u4e9b\u8b8a\u5316\u548c\u512a\u5316\u4e5f\u6703\u5c0d\u4f7f\u7528\u8005\u9ad4\u9a57\u7522\u751f\u6b63\u9762\u5f71\u97ff\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u5982\uff0c\u4f7f\u7528\u8005\u5831\u544a\u67d0\u500b SaaS \u61c9\u7528\u7a0b\u5f0f\u8f09\u5165\u901f\u5ea6\u6162\uff0c\u53ef\u80fd\u6703\u4fc3\u4f7f\u5c0d\u8a72\u61c9\u7528\u7a0b\u5f0f\u9032\u884c\u8abf\u67e5\uff0c\u4ee5\u627e\u51fa\u6f5b\u5728\u7684\u6539\u9032\u4e4b\u8655\u3002\u7136\u800c\uff0c\u66f4\u5ee3\u6cdb\u7684\u8abf\u67e5\u53ef\u80fd\u6703\u767c\u73fe\uff0c\u6d41\u5411\u8a72\u61c9\u7528\u548c\u5176\u4ed6 SaaS \u61c9\u7528\u7684\u6d41\u91cf\u90fd\u7d93\u904e\u4e00\u689d\u7d93\u5e38\u904e\u8f09\u7684\u9023\u7d50\u3002\u8def\u7531\u66f4\u65b0\u53ef\u4ee5\u6e1b\u8f15\u8a72\u9023\u7d50\u7684\u58d3\u529b\uff0c\u5f9e\u800c\u5c0d\u6240\u6709 SaaS \u61c9\u7528\u7a0b\u5f0f\u7684\u4f7f\u7528\u8005\u9ad4\u9a57\u7522\u751f\u7a4d\u6975\u5f71\u97ff\uff0c\u800c\u4e0d\u662f\u50c5\u50c5\u89e3\u6c7a\u55ae\u4e00\u61c9\u7528\u7a0b\u5f0f\u4e2d\u7684\u554f\u984c\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-how-does-ai-congestion-prediction-improve-performance\">AI\u64c1\u585e\u9810\u6e2c\u5982\u4f55\u63d0\u5347\u6548\u80fd\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI\u64c1\u585e\u9810\u6e2c\u5229\u7528\u9810\u6e2c\u6a21\u578b\uff0c\u6839\u64da\u6b77\u53f2\u6578\u64da\u548c\u5373\u6642\u9059\u6e2c\u6578\u64da\uff0c\u9810\u6e2c\u58c5\u585e\u53ef\u80fd\u767c\u751f\u7684\u6642\u9593\u548c\u5730\u9ede\u3002\u501f\u52a9\u4eba\u5de5\u667a\u6167\uff0c\u4f01\u696d\u53ef\u4ee5\u8d85\u8d8a\u7c21\u55ae\u7684\u57fa\u65bc\u95be\u503c\u7684\u8b66\u5831\uff0c\u8b58\u5225\u6307\u5411\u6f5b\u5728\u64c1\u585e\u7684\u6a21\u5f0f\u3002\u5c0d\u65bc\u4f01\u696d\u7db2\u8def\u800c\u8a00\uff0c\u9019\u4e00\u9ede\u8d8a\u4f86\u8d8a\u91cd\u8981\uff0c\u56e0\u70ba\u54e1\u5de5\u8d8a\u4f86\u8d8a\u4f9d\u8cf4\u8a9e\u97f3\u548c\u8996\u8a0a\u5de5\u5177\u4ee5\u53ca\u5176\u4ed6\u5c0d\u5ef6\u9072\u654f\u611f\u7684 SaaS \u61c9\u7528\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-predictive-models-for-congestion-and-brownouts\">\u64c1\u5835\u548c\u96fb\u529b\u77ed\u7f3a\u7684\u9810\u6e2c\u6a21\u578b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eba\u5de5\u667a\u6167\u548c\u6a5f\u5668\u5b78\u7fd2\u53ef\u4ee5\u5229\u7528\u6642\u9593\u5e8f\u5217\u6a21\u578b\u548c\u7570\u5e38\u6aa2\u6e2c\u4f86\u8b58\u5225\u7279\u5b9a\u7db2\u8def\u8def\u5f91\u6216\u5b58\u53d6\u9ede\u4e0a\u53ef\u80fd\u51fa\u73fe\u7684\u64c1\u585e\u8996\u7a97\u3002\u4f8b\u5982\uff0c\u64c1\u6709\u8db3\u5920\u6b77\u53f2\u8cc7\u6599\u5b58\u53d6\u6b0a\u9650\u7684\u4eba\u5de5\u667a\u6167\u5de5\u5177\u53ef\u80fd\u6703\u6ce8\u610f\u5230\u4e00\u4e9b\u8da8\u52e2\uff0c\u4f8b\u5982\u54e1\u5de5\u5728\u5348\u4f11\u7d50\u675f\u5f8c\u67e5\u770b\u96fb\u5b50\u90f5\u4ef6\u7684\u50be\u5411\uff0c\u6216\u958b\u767c\u4eba\u54e1\u548c IT \u4eba\u54e1\u5b89\u6392\u67d0\u4e9b\u4efb\u52d9\u5728\u7279\u5b9a\u6642\u9593\u57f7\u884c\u7684\u4e8b\u5be6\u3002\u900f\u904e\u4e86\u89e3\u9019\u4e9b\u8da8\u52e2\uff0c\u4eba\u5de5\u667a\u6167\u53ef\u4ee5\u63a8\u85a6\u7db2\u8def\u8def\u7531\uff0c\u907f\u514d\u9019\u4e9b\u6d3b\u52d5\u53ef\u80fd\u5728\u7279\u5b9a\u7db2\u8def\u93c8\u8def\u4e0a\u9020\u6210\u7684\u7db2\u8def\u64c1\u585e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><br>\u96d6\u7136\u9019\u4e9b\u58c5\u585e\u4f86\u6e90\u662f\u4f01\u696d\u5167\u90e8\u7684\uff0c\u4f46\u8a17\u7ba1\u5728\u591a\u79df\u6236 SASE \u4e3b\u5e79\u7db2\u8def\u4e0a\u7684 AI \u5de5\u5177\u5177\u6709\u66f4\u5ee3\u6cdb\u7684\u53ef\u898b\u6027\u3002\u900f\u904e\u7372\u53d6\u8de8\u591a\u500b\u5ba2\u6236\u548c\u5730\u5340\u7684\u532f\u7e3d\u884c\u70ba\u6578\u64da\uff0c\u4ed6\u5011\u53ef\u4ee5\u8b58\u5225\u6a21\u5f0f\u4e26\u5728\u66f4\u5168\u5c40\u7684\u5c64\u9762\u4e0a\u9032\u884c\u6700\u4f73\u5316\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-routing-and-qos-actions-driven-by-prediction\">\u57fa\u65bc\u9810\u6e2c\u7684\u8def\u7531\u548cQoS\u64cd\u4f5c<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eba\u5de5\u667a\u6167\u80fd\u5920\u9810\u6e2c\u6f5b\u5728\u7684\u96fb\u529b\u77ed\u7f3a\u548c\u64c1\u5835\uff0c\u4f7f\u7d44\u7e54\u80fd\u5920\u63a1\u53d6\u63aa\u65bd\u6e1b\u8f15\u5176\u5f71\u97ff\u3002\u4f8b\u5982\uff0c\u4eba\u5de5\u667a\u6167\u7cfb\u7d71\u53ef\u4ee5\u5728\u7db2\u8def\u4e2d\u65b7\u524d\u5c07\u95dc\u9375\u6d41\u91cf\u8def\u7531\u5230\u5099\u7528\u8def\u5f91\uff0c\u6216\u8abf\u6574\u670d\u52d9\u54c1\u8cea\u898f\u5247\uff0c\u4ee5\u78ba\u4fdd\u5728\u6d41\u91cf\u9ad8\u5cf0\u671f\u512a\u5148\u8655\u7406\u5c0d\u5ef6\u9072\u654f\u611f\u7684\u5373\u6642\u61c9\u7528\u7a0b\u5f0f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u4e9b\u7cfb\u7d71\u9069\u61c9\u8b8a\u5316\u7684\u80fd\u529b\u53d6\u6c7a\u65bc\u4eba\u985e\u53c3\u8207\u904e\u7a0b\u7684\u7a0b\u5ea6\u3002\u5c0d\u65bc\u983b\u7e41\u767c\u751f\u4e14\u53ef\u9810\u6e2c\u7684\u554f\u984c\uff0c\u4eba\u5de5\u667a\u6167\u53ef\u4ee5\u53ca\u6642\u9810\u6e2c\u4e8b\u4ef6\uff0c\u4ee5\u4fbf\u4eba\u985e\u6279\u51c6\u66f4\u6539\u3002\u7136\u800c\uff0c\u7576\u4eba\u5de5\u667a\u6167\u8b58\u5225\u51fa\u4e0d\u53ef\u9810\u6e2c\u7684\u5373\u5c07\u767c\u751f\u7684\u6545\u969c\u8de1\u8c61\u6642\uff0c\u53ef\u80fd\u9700\u8981\u81ea\u52d5\u5e79\u9810\u4ee5\u6700\u5927\u9650\u5ea6\u5730\u6e1b\u5c11\u5f71\u97ff\u3002\u7d44\u7e54\u61c9\u5be6\u65bd\u653f\u7b56\u63a7\u5236\uff0c\u660e\u78ba\u54ea\u4e9b\u6c7a\u7b56\u53ef\u4ee5\u81ea\u52d5\u5316\uff0c\u54ea\u4e9b\u5efa\u8b70\u9700\u8981\u4eba\u5de5\u5be9\u6838\u548c\u6279\u51c6\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-faqs-about-ai-network-optimization\">\u95dc\u65bc\u4eba\u5de5\u667a\u6167\u7db2\u8def\u512a\u5316\u7684\u5e38\u898b\u554f\u984c\u89e3\u7b54<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-does-ai-network-optimization-replace-traditional-wan-optimization-tools\">AI\u7db2\u8def\u512a\u5316\u80fd\u5426\u53d6\u4ee3\u50b3\u7d71\u7684\u5ee3\u57df\u7db2\u8def\u512a\u5316\u5de5\u5177\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0d\uff0cAI \u7db2\u8def\u6700\u4f73\u5316\u662f\u5c0d\u50b3\u7d71 WAN \u6700\u4f73\u5316\u5de5\u5177\uff08\u5982\u5feb\u53d6\u3001\u58d3\u7e2e\u548c TCP \u8abf\u512a\uff09\u7684\u589e\u5f37\u3002\u4eba\u5de5\u667a\u6167\u589e\u52a0\u4e86\u4e00\u5c64\u667a\u6167\u548c\u9069\u61c9\u6027\uff0c\u53ef\u4ee5\u6839\u64da\u7db2\u8def\u57fa\u790e\u8a2d\u65bd\u548c\u4f7f\u7528\u60c5\u6cc1\u7684\u8b8a\u5316\u4f86\u4fee\u6539\u914d\u7f6e\u548c\u7b56\u7565\u3002\u8a31\u591a\u73fe\u4ee3 SD-WAN \u548c SASE 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class=\"wp-block-heading\" id=\"h-what-skills-do-teams-need-to-get-value-from-ai-network-optimization\">\u5718\u968a\u9700\u8981\u5177\u5099\u54ea\u4e9b\u6280\u80fd\u624d\u80fd\u5f9e\u4eba\u5de5\u667a\u6167\u7db2\u8def\u512a\u5316\u4e2d\u7372\u5f97\u50f9\u503c\uff1f<\/h3>\n\n\n\n<p 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id=\"h-do-enterprises-need-full-automation-or-can-ai-network-optimization-stay-human-in-the-loop\">\u4f01\u696d\u662f\u5426\u9700\u8981\u5b8c\u5168\u81ea\u52d5\u5316\uff0c\u9084\u662f\u4eba\u5de5\u667a\u6167\u7db2\u8def\u512a\u5316\u53ef\u4ee5\u4fdd\u7559\u4eba\u5de5\u53c3\u8207\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI 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