{"id":18682,"date":"2024-05-08T08:06:55","date_gmt":"2024-05-08T00:06:55","guid":{"rendered":"https:\/\/www.varidata.com\/uncategorized-zh-tw\/why-ai-networks-need-ethernet-speed-infrastructure\/"},"modified":"2025-03-20T09:09:22","modified_gmt":"2025-03-20T01:09:22","slug":"why-ai-networks-need-ethernet-speed-infrastructure","status":"publish","type":"post","link":"https:\/\/www.varidata.com\/zh-tw\/knowledge-tc\/why-ai-networks-need-ethernet-speed-infrastructure\/","title":{"rendered":"\u70ba\u4ec0\u9ebcAI\u7db2\u8def\u9700\u8981\u4e59\u592a\u7db2\u8def\uff1a\u901f\u5ea6\u8207\u57fa\u790e\u8a2d\u65bd"},"content":{"rendered":"<p>\u5728\u7576\u4eca\u5feb\u901f\u767c\u5c55\u7684AI\u9818\u57df\uff0c<a href=\"https:\/\/www.varidata.com\/zh-tw\/server\/us\/cn2\/\" target=\"_blank\">\u7f8e\u570b\u6578\u64da\u4e2d\u5fc3<\/a>\u7db2\u8def\u57fa\u790e\u8a2d\u65bd\u5728\u6c7a\u5b9a\u4eba\u5de5\u667a\u6167\u90e8\u7f72\u7684\u6210\u529f\u65b9\u9762\u626e\u6f14\u8457\u95dc\u9375\u89d2\u8272\u3002\u9ad8\u901f\u4e59\u592a\u7db2\u8def\u5df2\u6210\u70baAI\u904b\u4f5c\u7684\u652f\u67f1\uff0c\u652f\u63f4\u5f9e\u5927\u898f\u6a21\u8a13\u7df4\u96c6\u7fa4\u5230\u5373\u6642\u63a8\u8ad6\u670d\u52d9\u7684\u6240\u6709\u74b0\u7bc0\u3002\u672c\u7d9c\u5408\u6307\u5357\u63a2\u8a0e\u4e86\u70ba\u4ec0\u9ebc\u4e59\u592a\u7db2\u8def\u6280\u8853\u5c0dAI\u7db2\u8def\u4f86\u8aaa\u4e0d\u53ef\u6216\u7f3a\uff0c\u4ee5\u53ca\u5b83\u5982\u4f55\u652f\u63f4\u4e0b\u4e00\u4ee3\u6a5f\u5668\u5b78\u7fd2\u61c9\u7528\u3002<\/p>\n<h2><strong>\u7406\u89e3AI\u7684\u7db2\u8def\u9700\u6c42<\/strong><\/h2>\n<p>\u73fe\u4ee3AI\u5de5\u4f5c\u8ca0\u8f09\u9700\u8981\u5353\u8d8a\u7684\u7db2\u8def\u6548\u80fd\u7279\u5fb5\u3002\u8a13\u7df4\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff08LLMs\uff09\u6216\u8655\u7406\u8907\u96dc\u7684\u795e\u7d93\u7db2\u8def\u9700\u8981\u5728\u8a08\u7b97\u7bc0\u9ede\u4e4b\u9593\u79fb\u52d5\u6d77\u91cf\u8cc7\u6599\u3002\u8b93\u6211\u5011\u5206\u6790\u95dc\u9375\u7684\u7db2\u8def\u9700\u6c42\uff1a<\/p>\n<ul>\n<li>\u983b\u5bec\uff1aAI\u8a13\u7df4\u96c6\u7fa4routinely\u50b3\u8f38PB\u7d1a\u8cc7\u6599<\/li>\n<li>\u5ef6\u9072\uff1a\u5206\u6563\u5f0f\u8a13\u7df4\u9700\u8981\u4e9e\u6beb\u79d2\u7d1a\u56de\u61c9\u6642\u9593<\/li>\n<li>\u53ef\u9760\u6027\uff1aAI\u8a08\u7b97\u4e2d\u7684\u96f6\u8cc7\u6599\u5c01\u5305\u907a\u5931\u5bb9\u5fcd\u5ea6<\/li>\n<li>\u53ef\u64f4\u5c55\u6027\uff1a\u80fd\u5920\u5728\u4e0d\u964d\u4f4e\u6548\u80fd\u7684\u60c5\u6cc1\u4e0b\u6dfb\u52a0\u7bc0\u9ede<\/li>\n<\/ul>\n<h2><strong>AI\u57fa\u790e\u8a2d\u65bd\u4e2d\u7684\u4e59\u592a\u7db2\u8def\u6280\u8853<\/strong><\/h2>\n<p>\u9ad8\u901f\u4e59\u592a\u7db2\u8def\u8b8a\u9ad4\u5df2\u5c08\u9580\u767c\u5c55\u4ee5\u6eff\u8db3AI\u7684\u56b4\u683c\u8981\u6c42\u3002\u73fe\u4ee3\u8cc7\u6599\u4e2d\u5fc3\u63a1\u7528100GbE\u3001400GbE\uff0c\u751a\u81f3\u65b0\u8208\u7684800GbE\u6280\u8853\u3002\u4ee5\u4e0b\u662f\u4e59\u592a\u7db2\u8def\u5982\u4f55\u652f\u63f4AI\u5de5\u4f5c\u8ca0\u8f09\u7684\u6280\u8853\u7d30\u7bc0\uff1a<\/p>\n<pre><code>\r\n\/\/ AI\u8a13\u7df4\u96c6\u7fa4\u7684\u7db2\u8def\u62d3\u64b2\u793a\u4f8b\r\nNetwork Architecture {\r\n    Spine Layer:\r\n        - 400GbE\u4ea4\u63db\u6a5f\r\n        - \u5168\u7db2\u683c\u9023\u63a5\r\n        - ECMP\u8def\u7531\r\n    \r\n    Leaf Layer:\r\n        - 100GbE\u4ea4\u63db\u6a5f\r\n        - 4:1\u8d85\u984d\u8a8d\u8cfc\u6bd4\r\n        - \u9023\u63a5\u5230\u8a08\u7b97\u7bc0\u9ede\r\n    \r\n    Compute Nodes:\r\n        - \u96d9100GbE\u9023\u63a5\r\n        - \u555f\u7528RDMA\r\n        - \u7528\u65bc\u7121\u640d\u64cd\u4f5c\u7684PFC\r\n}\r\n<\/code><\/pre>\n<h2><strong>\u5206\u6563\u5f0fAI\u8a13\u7df4\u7684\u7db2\u8def\u67b6\u69cb<\/strong><\/h2>\n<p>\u5206\u6563\u5f0fAI\u8a13\u7df4\u5e36\u4f86\u4e86\u50b3\u7d71\u67b6\u69cb\u96e3\u4ee5\u89e3\u6c7a\u7684\u7368\u7279\u7db2\u8def\u6311\u6230\u3002\u9ad8\u6548\u8a13\u7df4\u7684\u95dc\u9375\u5728\u65bc\u5728\u4fdd\u6301\u8cc7\u6599\u4e00\u81f4\u6027\u7684\u540c\u6642\u6700\u5c0f\u5316GPU\u96c6\u7fa4\u4e4b\u9593\u7684\u901a\u8a0a\u958b\u92b7\u3002\u4ee5\u4e0b\u662f\u73fe\u4ee3\u4e59\u592a\u7db2\u8def\u5be6\u73fe\u5982\u4f55\u61c9\u5c0d\u9019\u4e9b\u6311\u6230\uff1a<\/p>\n<pre><code>\r\n\/\/ \u5206\u6563\u5f0f\u8a13\u7df4\u7db2\u8def\u6d41\r\nclass DistributedTrainingNetwork {\r\n    constructor() {\r\n        this.topology = 'CLOS';\r\n        this.protocol = 'RoCEv2';  \/\/ \u878d\u5408\u4e59\u592a\u7db2\u8def\u4e0a\u7684RDMA\r\n        this.bufferStrategy = '\u52d5\u614b\u7de9\u885d\u5340\u5206\u914d';\r\n    }\r\n\r\n    optimizeFlow() {\r\n        \/\/ \u512a\u5148\u7d1a\u6d41\u91cf\u63a7\u5236\u8a2d\u7f6e\r\n        PFC_CONFIG = {\r\n            priority_levels: 8,\r\n            reserved_for_AI: [7, 6],\r\n            background_traffic: [0, 1, 2]\r\n        };\r\n        \r\n        return PFC_CONFIG;\r\n    }\r\n}\r\n<\/code><\/pre>\n<p>\u5728\u9ad8\u6548\u80fdAI\u74b0\u5883\u4e2d\uff0c\u7db2\u8def\u5fc5\u9808\u540c\u6642\u8655\u7406\u5404\u7a2e\u6d41\u91cf\u6a21\u5f0f\u3002\u73fe\u4ee3\u4e59\u592a\u7db2\u8def\u63a1\u7528\u5148\u9032\u7684\u670d\u52d9\u54c1\u8cea\uff08QoS\uff09\u6a5f\u5236\uff0c\u5728\u7dad\u8b77\u5176\u4ed6\u670d\u52d9\u7684\u540c\u6642\u512a\u5148\u8655\u7406AI\u5de5\u4f5c\u8ca0\u8f09\u3002<\/p>\n<h2><strong>\u5be6\u969b\u6548\u80fd\u6307\u6a19<\/strong><\/h2>\n<p>\u8b93\u6211\u5011\u770b\u770b\u4f7f\u7528\u9ad8\u901f\u4e59\u592a\u7db2\u8def\u7684\u751f\u7522AI\u74b0\u5883\u7684\u5be6\u969b\u6548\u80fd\u6307\u6a19\uff1a<\/p>\n<ul>\n<li>\u541e\u5410\u91cf\uff1a\u8a13\u7df4\u96c6\u7fa4\u6301\u7e8c375 Gbps<\/li>\n<li>\u5ef6\u9072\uff1a\u7bc0\u9ede\u95933-5\u5fae\u79d2<\/li>\n<li>\u6296\u52d5\uff1a\u8b8a\u5316\u5c0f\u65bc1\u5fae\u79d2<\/li>\n<li>\u8cc7\u6599\u5c01\u5305\u907a\u5931\uff1a\u555f\u7528PFC\u6642\u70ba10^-15<\/li>\n<\/ul>\n<h2><strong>\u512a\u5316\u7528\u65bcAI\u63a8\u8ad6\u7684\u4e59\u592a\u7db2\u8def<\/strong><\/h2>\n<p>\u96d6\u7136\u8a13\u7df4\u9700\u8981\u5927\u91cf\u983b\u5bec\uff0c\u4f46\u63a8\u8ad6\u5de5\u4f5c\u8ca0\u8f09\u9700\u8981\u7a69\u5b9a\u7684\u4f4e\u5ef6\u9072\u56de\u61c9\u3002\u908a\u7de3\u904b\u7b97\u548c\u4f3a\u670d\u5668\u8a17\u7ba1\u8a2d\u65bd\u5fc5\u9808\u91dd\u5c0d\u63a8\u8ad6differently\u512a\u5316\u5176\u4e59\u592a\u7db2\u8def\u57fa\u790e\u8a2d\u65bd\uff1a<\/p>\n<pre><code>\r\n\/\/ \u63a8\u8ad6\u7db2\u8def\u914d\u7f6e\r\n{\r\n    \"network_config\": {\r\n        \"interface_speed\": \"100GbE\",\r\n        \"buffer_size\": \"32MB\",\r\n        \"scheduling\": \"\u56b4\u683c\u512a\u5148\u7d1a\",\r\n        \"flow_control\": {\r\n            \"enabled\": true,\r\n            \"type\": \"IEEE 802.3x\",\r\n            \"threshold\": \"80%\"\r\n        }\r\n    },\r\n    \"qos_policy\": {\r\n        \"ai_inference\": {\r\n            \"priority\": \"\u6700\u9ad8\",\r\n            \"bandwidth_guarantee\": \"40%\",\r\n            \"max_latency\": \"100us\"\r\n        }\r\n    }\r\n}\r\n<\/code><\/pre>\n<h2><strong>\u9762\u5411\u672a\u4f86\u7684AI\u7db2\u8def\u57fa\u790e\u8a2d\u65bd<\/strong><\/h2>\n<p>\u96a8\u8457AI\u6a21\u578b\u898f\u6a21\u548c\u8907\u96dc\u6027\u7684\u4e0d\u65b7\u6210\u9577\uff0c\u4e59\u592a\u7db2\u8def\u6280\u8853\u4e5f\u5728\u4e0d\u65b7\u767c\u5c55\u4ee5\u6eff\u8db3\u9019\u4e9b\u9700\u6c42\u3002\u5373\u5c07\u63a8\u51fa\u7684800GbE\u548c1.6TbE\u6a19\u6e96\u6b63\u5728\u8003\u616eAI\u5de5\u4f5c\u8ca0\u8f09\u800c\u958b\u767c\u3002\u7db2\u8def\u67b6\u69cb\u5e2b\u61c9\u8003\u616e\uff1a<\/p>\n<ul>\n<li>\u53ef\u64f4\u5c55\u7684spine-leaf\u62d3\u64b2<\/li>\n<li>\u667a\u6167\u7de9\u885d\u5340\u7ba1\u7406\u7cfb\u7d71<\/li>\n<li>\u5148\u9032\u7684\u64c1\u585e\u63a7\u5236\u6a5f\u5236<\/li>\n<li>\u8207SmartNIC\u6280\u8853\u7684\u6574\u5408<\/li>\n<\/ul>\n<p>\u4ee5\u4e0b\u662f\u9762\u5411\u672a\u4f86\u7684\u7db2\u8def\u67b6\u69cb\u8a2d\u8a08\uff1a<\/p>\n<pre><code>\r\n\/\/ \u4e0b\u4e00\u4ee3AI\u7db2\u8def\u67b6\u69cb\r\narchitecture = {\r\n    core_layer: {\r\n        switches: \"800GbE\",\r\n        redundancy: \"2N\",\r\n        routing: \"segment_routing\"\r\n    },\r\n    aggregation_layer: {\r\n        switches: \"400GbE\",\r\n        oversubscription: \"2:1\",\r\n        buffer: \"\u667a\u6167\u7de9\u885d\u5340\u7ba1\u7406\"\r\n    },\r\n    access_layer: {\r\n        ports: \"100GbE\/200GbE\",\r\n        ai_acceleration: \"\u5df2\u555f\u7528\",\r\n        smartnic_support: true\r\n    }\r\n}\r\n<\/code><\/pre>\n<h2><strong>\u5be6\u969b\u5be6\u65bd\u6307\u5357<\/strong><\/h2>\n<p>\u5728\u70baAI\u5de5\u4f5c\u8ca0\u8f09\u5be6\u65bd\u4e59\u592a\u7db2\u8def\u6642\uff0c\u8acb\u8003\u616e\u4ee5\u4e0b\u6700\u4f73\u5be6\u52d9\uff1a<\/p>\n<ul>\n<li>\u90e8\u7f72\u5177\u6709\u6df1\u5ea6\u7de9\u885d\u5340\u7684\u4ea4\u63db\u6a5f\u4ee5\u61c9\u5c0dAI\u6d41\u91cf\u7a81\u767c<\/li>\n<li>\u5728\u512a\u5148\u7d1a\u6d41\u91cf\u985e\u5225\u4e0a\u5be6\u65bdPFC<\/li>\n<li>\u4f7f\u7528\u878d\u5408\u4e59\u592a\u7db2\u8def\u4e0a\u7684RDMA\uff08RoCE\uff09\u4ee5\u964d\u4f4eCPU\u958b\u92b7<\/li>\n<li>\u76e3\u63a7\u7db2\u8def\u9059\u6e2c\u4ee5\u5be6\u73fe\u65e9\u671f\u554f\u984c\u6aa2\u6e2c<\/li>\n<\/ul>\n<p>AI\u7db2\u8def\u8207\u4e59\u592a\u7db2\u8def\u6280\u8853\u4e4b\u9593\u7684\u5354\u540c\u6548\u61c9\u7e7c\u7e8c\u63a8\u52d5\u8457\u5169\u500b\u9818\u57df\u7684\u5275\u65b0\u3002\u96a8\u8457\u6211\u5011\u63a8\u52d5\u4eba\u5de5\u667a\u6167\u7684\u908a\u754c\uff0c\u9ad8\u901f\u4e59\u592a\u7db2\u8def\u5728\u652f\u63f4\u9019\u4e9b\u5148\u9032\u61c9\u7528\u65b9\u9762\u7684\u89d2\u8272\u8b8a\u5f97\u8d8a\u4f86\u8d8a\u95dc\u9375\u3002\u7121\u8ad6\u60a8\u662f\u69cb\u5efa\u65b0\u7684AI\u57fa\u790e\u8a2d\u65bd\u9084\u662f\u5347\u7d1a\u73fe\u6709\u7db2\u8def\uff0c\u4e86\u89e3\u9019\u4e9b\u57fa\u672c\u95dc\u4fc2\u90fd\u80fd\u78ba\u4fdd\u6700\u4f73\u6548\u80fd\u548c\u672a\u4f86\u53ef\u64f4\u5c55\u6027\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u7576\u4eca\u5feb\u901f\u767c\u5c55\u7684AI\u9818\u57df\uff0c\u7f8e\u570b\u6578\u64da\u4e2d\u5fc3\u7db2\u8def\u57fa\u790e\u8a2d\u65bd\u5728\u6c7a\u5b9a\u4eba\u5de5\u667a\u6167\u90e8\u7f72\u7684\u6210\u529f\u65b9\u9762\u626e\u6f14\u8457\u95dc\u9375\u89d2\u8272\u3002\u9ad8\u901f\u4e59\u592a\u7db2\u8def\u5df2\u6210 [&#8230;]<\/p>\n<p><a class=\"btn btn-secondary understrap-read-more-link\" href=\"https:\/\/www.varidata.com\/zh-tw\/knowledge-tc\/why-ai-networks-need-ethernet-speed-infrastructure\/\">Read More&#8230;<\/a><\/p>\n","protected":false},"author":3,"featured_media":18679,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[268],"tags":[],"class_list":["post-18682","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-knowledge-tc"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u70ba\u4ec0\u9ebcAI\u7db2\u8def\u9700\u8981\u4e59\u592a\u7db2\u8def\uff1a\u901f\u5ea6\u8207\u57fa\u790e\u8a2d\u65bd<\/title>\n<meta name=\"description\" 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