{"id":34408,"date":"2026-07-22T14:38:00","date_gmt":"2026-07-22T06:38:00","guid":{"rendered":"https:\/\/www.varidata.com\/uncategorized-zh-cn\/why-ai-inference-is-driving-changes-in-server-architecture\/"},"modified":"2026-07-22T14:45:24","modified_gmt":"2026-07-22T06:45:24","slug":"why-ai-inference-is-driving-changes-in-server-architecture","status":"publish","type":"post","link":"https:\/\/www.varidata.com\/zh-cn\/blog\/why-ai-inference-is-driving-changes-in-server-architecture\/","title":{"rendered":"\u4e3a\u4ec0\u4e48 AI \u63a8\u7406\u6b63\u5728\u63a8\u52a8\u670d\u52a1\u5668\u67b6\u6784\u53d8\u9769"},"content":{"rendered":"<p>\u4f60\u4f1a\u770b\u5230\uff0cAI \u63a8\u7406\u9700\u6c42\u6b63\u4ee5\u6781\u5feb\u7684\u901f\u5ea6\u91cd\u5851<a href=\"https:\/\/www.varidata.com\/zh-cn\/server\/los-angeles\/\" target=\"_blank\">\u670d\u52a1\u5668\u67b6\u6784<\/a>\u3002\u884c\u4e1a\u9886\u5bfc\u8005\u4e0d\u65ad\u5f3a\u8c03\uff0c\u4f60\u9700\u8981\u8fc5\u901f\u9002\u5e94\u8fd9\u4e00\u53d8\u5316\u3002\u4e3a\u4e86\u5728\u8fb9\u7f18\u4fa7\u5904\u7406\u5b9e\u65f6\u63a8\u7406\uff0c\u4f60\u9700\u8981\u5177\u5907<a href=\"https:\/\/www.varidata.com\/zh-cn\/knowledge\/us-server-latency-los-angeles-vs-silicon-valley-vs-seattle\/\" target=\"_blank\">\u4f4e\u5ef6\u8fdf<\/a>\u3001\u9ad8\u80fd\u6548\u548c\u53ef\u6269\u5c55\u6027\u7684\u7cfb\u7edf\u3002\u5148\u8fdb\u82af\u7247\u4e0e\u6563\u70ed\u6280\u672f\uff0c\u6b63\u5728\u4e3b\u5bfc\u6bcf\u4e00\u9879\u57fa\u7840\u8bbe\u65bd\u51b3\u7b56\u3002<\/p>\n<h2>AI \u63a8\u7406\u7684\u9700\u6c42<\/h2>\n<h3>\u5e02\u573a\u589e\u957f\u4e0e\u8d8b\u52bf<\/h3>\n<p>\u4f60\u4f1a\u53d1\u73b0\uff0cAI 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\u63a8\u7406\u9700\u6c42\u6b63\u6210\u4e3a\u8ba1\u7b97\u589e\u957f\u7684\u4e3b\u8981\u9a71\u52a8\u529b\u3002\u4f01\u4e1a\u5982\u4eca\u4f9d\u8d56\u5b9e\u65f6\u51b3\u7b56\u4e0e\u81ea\u52a8\u5316\uff0c\u4f7f\u5f97\u63a8\u7406\u5de5\u4f5c\u8d1f\u8f7d\u53d8\u5f97\u4e0d\u53ef\u6216\u7f3a\u3002<\/p>\n<blockquote>\n<p>\u4f60\u5fc5\u987b\u8c03\u6574\u57fa\u7840\u8bbe\u65bd\uff0c\u4ee5\u652f\u6301\u5b9e\u65f6 AI \u63a8\u7406\u3002\u8fd9\u4e00\u8f6c\u53d8\u6b63\u5728\u63a8\u52a8\u670d\u52a1\u5668\u67b6\u6784\u521b\u65b0\uff0c\u5e76\u6539\u53d8\u4f60\u8bbe\u8ba1\u6570\u636e\u4e2d\u5fc3\u7684\u65b9\u5f0f\u3002<\/p>\n<\/blockquote>\n<h2>\u4ec0\u4e48\u662f AI \u63a8\u7406\uff1f<\/h2>\n<h3>\u63a8\u7406\u4e0e\u8bad\u7ec3\u7684\u533a\u522b<\/h3>\n<p>\u5728 AI \u9886\u57df\uff0c\u4f60\u7ecf\u5e38\u4f1a\u542c\u5230\u4e24\u4e2a\u4e3b\u8981\u9636\u6bb5\uff1a\u8bad\u7ec3\u548c\u63a8\u7406\u3002\u8bad\u7ec3\u662f\u901a\u8fc7\u5927\u578b\u6570\u636e\u96c6\u8ba9\u6a21\u578b\u5b66\u4e60\u5e76\u5efa\u7acb\u80fd\u529b\uff1b\u63a8\u7406\u5219\u662f\u4f7f\u7528\u5df2\u7ecf\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u8fdb\u884c\u9884\u6d4b\u6216\u51b3\u7b56\u3002\u4f60\u9700\u8981\u7406\u89e3\uff0c\u8fd9\u4e24\u4e2a\u9636\u6bb5\u5728\u786c\u4ef6\u9700\u6c42\u548c\u6210\u672c\u7ed3\u6784\u4e0a\u5b58\u5728\u660e\u663e\u5dee\u5f02\u3002<\/p>\n<ul>\n<li>\n<p>\u8bad\u7ec3\u9700\u8981\u9ad8\u6027\u80fd\u786c\u4ef6\uff0c\u4f8b\u5982\u591a\u5757 GPU \u6216 TPU\u3002\u4f60\u5fc5\u987b\u5904\u7406\u6d77\u91cf\u6570\u636e\u96c6\uff0c\u5e76\u6267\u884c\u590d\u6742\u8ba1\u7b97\u3002<\/p>\n<\/li>\n<li>\n<p>\u63a8\u7406\u901a\u5e38\u53ef\u4ee5\u8fd0\u884c\u5728\u66f4\u7b80\u5355\u7684\u786c\u4ef6\u4e0a\u3002\u4f60\u53ef\u4ee5\u4f7f\u7528\u5355\u5757 GPU\uff0c\u751a\u81f3 CPU\uff0c\u56e0\u4e3a\u5176\u8ba1\u7b97\u5f3a\u5ea6\u76f8\u5bf9\u8f83\u4f4e\u3002<\/p>\n<\/li>\n<li>\n<p>\u8bad\u7ec3\u5de5\u4f5c\u8d1f\u8f7d\u9700\u8981\u6781\u9ad8\u5f3a\u5ea6\u7684\u8ba1\u7b97\u5468\u671f\uff1b\u63a8\u7406\u5219\u805a\u7126\u4e8e\u5c3d\u53ef\u80fd\u964d\u4f4e\u5ef6\u8fdf\uff0c\u4ee5\u4fbf\u5feb\u901f\u83b7\u5f97\u54cd\u5e94\u3002<\/p>\n<\/li>\n<li>\n<p>\u8bad\u7ec3\u578b\u57fa\u7840\u8bbe\u65bd\u4ee5\u541e\u5410\u91cf\u4e3a\u6838\u5fc3\uff1b\u63a8\u7406\u7cfb\u7edf\u5219\u4f18\u5148\u8ffd\u6c42\u4f4e\u5ef6\u8fdf\u548c\u5728\u8f83\u4f4e\u786c\u4ef6\u8981\u6c42\u4e0b\u7684\u9ad8\u6027\u80fd\u8868\u73b0\u3002<\/p>\n<\/li>\n<li>\n<p>\u8bad\u7ec3\u6210\u672c\u6db5\u76d6\u8ba1\u7b97\u8d44\u6e90\u3001\u7f51\u7edc\u3001\u5b58\u50a8\u4ee5\u53ca\u5de5\u7a0b\u56e2\u961f\u6295\u5165\uff0c\u901a\u5e38\u8fd8\u9700\u8981\u6570\u5343\u4e2a\u52a0\u901f\u5668\u3002\u63a8\u7406\u6210\u672c\u76f8\u5bf9\u66f4\u4f4e\uff0c\u91cd\u70b9\u5728\u4e8e\u7528\u66f4\u7b80\u5355\u7684\u914d\u7f6e\u5b9e\u73b0\u9ad8\u6027\u80fd\u3002<\/p>\n<\/li>\n<\/ul>\n<h3>\u5728\u4f01\u4e1a 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GPT-5.4\uff0c\u4ee5\u4f18\u5316\u9ad8\u9891\u3001\u4f4e\u5ef6\u8fdf\u573a\u666f\u4e0b\u7684\u5e94\u7528\u8868\u73b0\u3002\u8fd9\u4e9b\u6a21\u578b\u53ef\u4ee5\u5e2e\u52a9\u4f60\u6ee1\u8db3\u7279\u5b9a\u4e1a\u52a1\u9700\u6c42\uff0c\u63d0\u5347\u6548\u7387\u5e76\u964d\u4f4e\u6210\u672c\u3002<\/p>\n<ul>\n<li>\n<p>\u4f01\u4e1a\u5c06\u63a8\u7406\u96c6\u6210\u8fdb\u4e1a\u52a1\u6d41\u7a0b\uff0c\u4ee5\u5e94\u5bf9\u6210\u672c\u53ef\u9884\u6d4b\u6027\u548c\u4e0d\u540c\u5ef6\u8fdf\u8981\u6c42\u7b49\u95ee\u9898\u3002<\/p>\n<\/li>\n<li>\n<p>\u4f60\u9700\u8981\u8bbf\u95ee\u73b0\u6709\u4f01\u4e1a\u6570\u636e\uff0c\u800c\u8fd9\u4e9b\u6570\u636e\u5f80\u5f80\u5206\u6563\u4e14\u654f\u611f\u3002\u5728\u91d1\u878d\u548c\u533b\u7597\u7b49\u884c\u4e1a\u4e2d\uff0c\u6570\u636e\u7ba1\u7406\u5c24\u4e3a\u5173\u952e\u3002<\/p>\n<\/li>\n<li>\n<p>NetApp \u4e0e NVIDIA \u7b49\u516c\u53f8\u7684\u5408\u4f5c\uff0c\u51f8\u663e\u4e86\u4e3a AI \u5de5\u4f5c\u6d41\u7ba1\u7406\u6570\u636e\u7684\u91cd\u8981\u6027\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u4f60\u4f1a\u770b\u5230\uff0cAI \u63a8\u7406\u6b63\u5728\u6210\u4e3a\u4f01\u4e1a\u6218\u7565\u7684\u6838\u5fc3\u7ec4\u6210\u90e8\u5206\u3002\u4f60\u53ef\u4ee5\u5229\u7528\u5b83\u89e3\u51b3\u5173\u952e\u6311\u6218\uff0c\u5e76\u63a8\u52a8\u7ec4\u7ec7\u521b\u65b0\u3002<\/p>\n<h2>AI \u63a8\u7406\u5de5\u4f5c\u8d1f\u8f7d\u7684\u8981\u6c42<\/h2>\n<h3>\u4f4e\u5ef6\u8fdf<\/h3>\n<p>\u5728\u8bbe\u8ba1 AI \u63a8\u7406\u7cfb\u7edf\u65f6\uff0c\u4f60\u5fc5\u987b\u4f18\u5148\u8003\u8651\u4f4e\u5ef6\u8fdf\u3002\u8bb8\u591a\u5173\u952e\u4efb\u52a1\u578b\u5e94\u7528\uff0c\u4f8b\u5982\u6b3a\u8bc8\u68c0\u6d4b\u548c\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\uff0c\u90fd\u8981\u6c42\u5373\u65f6\u54cd\u5e94\u3002\u8fd9\u4e9b\u573a\u666f\u4e2d\u7684\u5de5\u4f5c\u8d1f\u8f7d\u901a\u5e38\u8981\u6c42\u5ef6\u8fdf\u63a7\u5236\u5728 10 \u5230 100 \u6beb\u79d2\u4e4b\u95f4\u3002\u5bf9\u4e8e\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u800c\u8a00\uff0c\u4f60\u9700\u8981\u4ee5\u4f4e\u4e8e 10 \u6beb\u79d2\u7684\u5ef6\u8fdf\u5904\u7406\u4f20\u611f\u5668\u6570\u636e\uff0c\u4ee5\u786e\u4fdd\u5b89\u5168\u6027\u3002\u4f60\u4e5f\u4f1a\u53d1\u73b0\uff0c\u5bf9\u4e8e\u5b9e\u65f6 AI \u5de5\u4f5c\u8d1f\u8f7d\u800c\u8a00\uff0c\u9ad8\u53ef\u9760\u6027\u548c\u9760\u8fd1\u7528\u6237\u7684\u5730\u7406\u90e8\u7f72\u540c\u6837\u81f3\u5173\u91cd\u8981\u3002\u5728\u8fd9\u4e9b\u573a\u666f\u4e2d\uff0c\u4f60\u65e0\u6cd5\u5bb9\u5fcd\u5ef6\u8fdf\uff0c\u56e0\u6b64\u5fc5\u987b\u90e8\u7f72\u80fd\u591f\u7a33\u5b9a\u63d0\u4f9b\u4f4e\u5ef6\u8fdf\u7684\u57fa\u7840\u8bbe\u65bd\u3002<\/p>\n<h3>\u9ad8\u541e\u5410\u91cf<\/h3>\n<p>\u4f60\u9700\u8981\u9ad8\u541e\u5410\u91cf\u6765\u540c\u65f6\u5904\u7406\u5927\u91cf\u63a8\u7406\u8bf7\u6c42\u3002AI \u5de5\u4f5c\u8d1f\u8f7d\u901a\u5e38\u8981\u6c42\u4f60\u5e76\u884c\u5904\u7406\u5927\u6279\u91cf\u6570\u636e\u3002\u8fd9\u4e0e\u4f20\u7edf\u670d\u52a1\u5668\u5de5\u4f5c\u8d1f\u8f7d\u4e0d\u540c\uff0c\u540e\u8005\u5bf9\u5e76\u884c\u6027\u7684\u8981\u6c42\u6ca1\u6709\u8fd9\u4e48\u9ad8\u3002\u4e0b\u8868\u5c55\u793a\u4e86 AI \u63a8\u7406\u4e0e\u4f20\u7edf\u5de5\u4f5c\u8d1f\u8f7d\u4e4b\u95f4\u7684\u5dee\u5f02\uff1a<\/p>\n<div class=\"qc-default-table-wrapper \">\n<table style=\"min-width: 75px\">\n<colgroup>\n<col style=\"min-width: 25px\">\n<col style=\"min-width: 25px\">\n<col style=\"min-width: 25px\">\n    <\/colgroup>\n<tbody>\n<tr>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u65b9\u9762<\/p>\n<\/th>\n<th colspan=\"1\" rowspan=\"1\">\n<p>AI \u63a8\u7406<\/p>\n<\/th>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u4f20\u7edf\u5de5\u4f5c\u8d1f\u8f7d<\/p>\n<\/th>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u5e76\u884c\u6027<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u9700\u8981\u9ad8\u6c34\u5e73\u5e76\u884c\u5904\u7406\u80fd\u529b<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u5e76\u884c\u6267\u884c\u8d44\u6e90\u6709\u9650<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u5ef6\u8fdf<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u4f4e\u5ef6\u8fdf\u81f3\u5173\u91cd\u8981<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u53ef\u5bb9\u5fcd\u66f4\u9ad8\u5ef6\u8fdf<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u786c\u4ef6\u4f18\u5316<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u9488\u5bf9\u62e5\u6709\u6570\u5343\u6838\u5fc3\u7684 GPU \u8fdb\u884c\u4f18\u5316<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u9488\u5bf9\u901a\u7528 CPU \u8fdb\u884c\u4f18\u5316<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u6027\u80fd\u7ea6\u675f<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u5185\u5b58\u5e26\u5bbd\u548c\u7f13\u5b58\u5c42\u7ea7\u9650\u5236\u6027\u80fd<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u8d44\u6e90\u5206\u914d\u66f4\u5747\u8861<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u6279\u5904\u7406<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u66f4\u5927\u7684\u6279\u6b21\u53ef\u5e26\u6765\u66f4\u9ad8\u541e\u5410\u91cf<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u968f\u7740\u6279\u5904\u7406\u589e\u52a0\uff0c\u6027\u80fd\u4f1a\u8d8b\u4e8e\u9971\u548c<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u4f60\u5fc5\u987b\u9488\u5bf9\u9ad8\u541e\u5410\u91cf\u548c\u4f4e\u5ef6\u8fdf\u4f18\u5316\u786c\u4ef6\uff0c\u624d\u80fd\u6ee1\u8db3\u73b0\u4ee3 AI \u5de5\u4f5c\u8d1f\u8f7d\u7684\u9700\u6c42\u3002<\/p>\n<h3>\u80fd\u6e90\u6548\u7387<\/h3>\n<p>\u5728\u6269\u5927\u63a8\u7406\u5de5\u4f5c\u8d1f\u8f7d\u89c4\u6a21\u65f6\uff0c\u4f60\u4e0d\u80fd\u5ffd\u89c6\u80fd\u6e90\u6548\u7387\u3002\u4e0a\u6d77\u3001\u5317\u4eac\u7b49\u57ce\u5e02\u7684\u73b0\u4ee3\u6570\u636e\u4e2d\u5fc3\u5df2\u4e3a\u80fd\u8017\u8bbe\u5b9a\u4e86\u4e25\u683c\u57fa\u51c6\u3002\u4f60\u53ef\u4ee5\u770b\u5230\uff0c\u80fd\u8017\u8d8b\u52bf\u901a\u5e38\u4f1a\u5728\u67d0\u4e9b\u8f93\u5165\u89c4\u6a21\u4e0a\u8fbe\u5230\u5cf0\u503c\uff0c\u968f\u540e\u7565\u6709\u4e0b\u964d\u3002\u4f60\u5fc5\u987b\u5728\u6027\u80fd\u4e0e\u80fd\u6e90\u6548\u7387\u4e4b\u95f4\u53d6\u5f97\u5e73\u8861\uff0c\u4ee5\u964d\u4f4e\u6210\u672c\u5e76\u5b9e\u73b0\u53ef\u6301\u7eed\u53d1\u5c55\u76ee\u6807\u3002<\/p>\n<h3>\u53ef\u6269\u5c55\u6027<\/h3>\n<p>\u4f60\u9700\u8981\u53ef\u6269\u5c55\u6027\u6765\u652f\u6301\u4e0d\u65ad\u589e\u957f\u7684 AI \u5de5\u4f5c\u8d1f\u8f7d\u3002\u670d\u52a1\u5668\u67b6\u6784\u5fc5\u987b\u5141\u8bb8\u4f60\u5728\u9700\u6c42\u589e\u52a0\u65f6\u589e\u52a0\u66f4\u591a\u8282\u70b9\u3002\u4f60\u5e94\u5f53\u91c7\u7528\u6a21\u5757\u5316\u7ec4\u4ef6\uff0c\u5e76\u5728\u8ba1\u7b97\u3001\u7f51\u7edc\u548c\u5b58\u50a8\u4e4b\u95f4\u5efa\u7acb\u6e05\u6670\u5b9a\u4e49\u7684\u63a5\u53e3\u3002\u8fd9\u6837\u7684\u65b9\u6cd5\u652f\u6301\u6e10\u8fdb\u5f0f\u6269\u5c55\uff0c\u4e5f\u6709\u52a9\u4e8e\u4f60\u9ad8\u6548\u7ba1\u7406\u63a8\u7406\u5de5\u4f5c\u8d1f\u8f7d\u3002\u53ef\u6269\u5c55\u6027\u786e\u4fdd\u4f60\u80fd\u591f\u5728\u65e0\u9700\u5927\u89c4\u6a21\u91cd\u6784\u7684\u524d\u63d0\u4e0b\u6ee1\u8db3\u672a\u6765 AI \u9700\u6c42\u3002<\/p>\n<blockquote>\n<p>\u5982\u679c\u60f3\u5728 AI \u63a8\u7406\u9886\u57df\u53d6\u5f97\u6210\u529f\uff0c\u4f60\u5fc5\u987b\u805a\u7126\u4f4e\u5ef6\u8fdf\u3001\u9ad8\u541e\u5410\u91cf\u3001\u80fd\u6e90\u6548\u7387\u548c\u53ef\u6269\u5c55\u6027\u3002\u8fd9\u4e9b\u8981\u6c42\u4f1a\u5851\u9020\u4f60\u5728\u670d\u52a1\u5668\u67b6\u6784\u4e0a\u7684\u6bcf\u4e00\u9879\u51b3\u7b56\u3002<\/p>\n<\/blockquote>\n<h2>AI \u63a8\u7406\u5e26\u6765\u7684\u670d\u52a1\u5668\u67b6\u6784\u53d8\u5316<\/h2>\n<h3>\u52a0\u901f\u5668\u4e0e CPU<\/h3>\n<p>\u5f53\u4f60\u90e8\u7f72 AI \u63a8\u7406\u5de5\u4f5c\u8d1f\u8f7d\u65f6\uff0c\u4f1a\u770b\u5230\u670d\u52a1\u5668\u786c\u4ef6\u6b63\u53d1\u751f\u91cd\u5927\u8f6c\u53d8\u3002\u5982\u4eca\uff0c\u5927\u591a\u6570\u65b0\u670d\u52a1\u5668\u90e8\u7f72\u90fd\u5305\u542b\u4e13\u7528\u52a0\u901f\u5668\u3002GPU \u7ea6\u5360\u6570\u636e\u4e2d\u5fc3 AI \u534f\u5904\u7406\u5668\u90e8\u7f72\u603b\u91cf\u7684 74%\u3002\u4f60\u4e5f\u4f1a\u770b\u5230\u4f01\u4e1a\u4f7f\u7528 TPU \u548c FPGA \u6765\u63d0\u5347\u7279\u5b9a\u4efb\u52a1\u7684\u6027\u80fd\u3002\u8fd9\u4e9b\u52a0\u901f\u5668\u5e2e\u52a9\u4f60\u5feb\u901f\u5904\u7406\u5927\u6279\u91cf\u6570\u636e\uff0c\u5e76\u964d\u4f4e\u5b9e\u65f6\u5e94\u7528\u7684\u5ef6\u8fdf\u3002<\/p>\n<p>CPU \u67b6\u6784\u4e5f\u5728\u6f14\u8fdb\uff0c\u4ee5\u652f\u6301\u5927\u89c4\u6a21 AI \u90e8\u7f72\u3002\u66f4\u5bbd\u7684\u5411\u91cf\u5355\u5143\u8ba9 CPU \u80fd\u591f\u5e76\u884c\u5904\u7406\u66f4\u591a\u6570\u636e\u3002\u5185\u5b58\u5c42\u7ea7\u7ed3\u6784\u7684\u589e\u5f3a\u63d0\u5347\u4e86\u8bbf\u95ee\u901f\u5ea6\u548c\u6548\u7387\u3002\u4e13\u7528\u6307\u4ee4\u96c6\u9488\u5bf9\u673a\u5668\u5b66\u4e60\u8fd0\u7b97\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u4f7f\u63a8\u7406\u66f4\u5feb\u3001\u66f4\u53ef\u9760\u3002\u4f60\u5fc5\u987b\u6839\u636e\u6a21\u578b\u90e8\u7f72\u9700\u6c42\uff0c\u9009\u62e9\u5408\u9002\u7684\u52a0\u901f\u5668\u4e0e CPU \u7ec4\u5408\u3002<\/p>\n<ul>\n<li>\n<p>GPU \u5728 AI \u534f\u5904\u7406\u5668\u90e8\u7f72\u4e2d\u5360\u636e\u4e3b\u5bfc\u5730\u4f4d\u3002<\/p>\n<\/li>\n<li>\n<p>TPU \u548c FPGA \u4e3a\u5b9a\u5236\u5316\u63a8\u7406\u5de5\u4f5c\u8d1f\u8f7d\u63d0\u4f9b\u7075\u6d3b\u6027\u3002<\/p>\n<\/li>\n<li>\n<p>\u5982\u4eca\u7684 CPU \u62e5\u6709\u66f4\u5bbd\u7684\u5411\u91cf\u5355\u5143\u3001\u66f4\u4f18\u7684\u5185\u5b58\u5c42\u7ea7\u548c\u4e13\u7528\u6307\u4ee4\u96c6\u3002<\/p>\n<\/li>\n<\/ul>\n<h3>\u5185\u5b58\u4e0e\u5b58\u50a8<\/h3>\n<p>\u4f60\u9700\u8981\u4f9d\u8d56\u9ad8\u6027\u80fd\u5185\u5b58\u548c\u5b58\u50a8\u89e3\u51b3\u65b9\u6848\u6765\u652f\u6491 AI \u63a8\u7406\u3002\u5bf9\u4e8e\u8ba1\u7b97\u673a\u89c6\u89c9\u548c\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7b49\u5b9e\u65f6\u5e94\u7528\uff0cLPDDR5X \u548c NVMe SSD \u81f3\u5173\u91cd\u8981\u3002\u9ad8\u901f\u3001\u9ad8\u5e26\u5bbd\u3001\u4f4e\u5ef6\u8fdf\u7684\u5185\u5b58\u80fd\u591f\u907f\u514d\u63a8\u7406\u8fc7\u7a0b\u4e2d\u7684\u5361\u987f\uff0c\u786e\u4fdd\u6a21\u578b\u90e8\u7f72\u987a\u7545\u8fdb\u884c\u3002<\/p>\n<p>LPDDR5X \u76f8\u6bd4 LPDDR4 \u53ef\u5e26\u6765 50% \u7684\u6027\u80fd\u63d0\u5347\uff0c\u5355 pin \u901f\u7387\u6700\u9ad8\u53ef\u8fbe 8.5 GT\/s\u3002NVMe SSD \u91c7\u7528\u5148\u8fdb NAND \u6280\u672f\uff0c\u4e3a\u8fb9\u7f18\u5de5\u4f5c\u8d1f\u8f7d\u63d0\u4f9b\u9ad8\u6027\u80fd\u4e0e\u4f4e\u5ef6\u8fdf\u5b58\u50a8\u8bbf\u95ee\u3002UFS 3.1 \u4f20\u8f93\u901f\u5ea6\u6700\u9ad8\u53ef\u8fbe 23.2 Gb\/s\uff0c\u80fd\u591f\u652f\u6301\u590d\u6742 AI \u6a21\u578b\u4e0e\u5feb\u901f\u63a8\u7406\u3002\u4e3a\u4e86\u907f\u514d AI \u90e8\u7f72\u8fc7\u7a0b\u4e2d\u7684\u74f6\u9888\uff0c\u9ad8\u6548\u7684\u6570\u636e\u6d41\u52a8\u81f3\u5173\u91cd\u8981\u3002<\/p>\n<ul>\n<li>\n<p>LPDDR5X \u63d0\u5347\u4e86\u5b9e\u65f6\u63a8\u7406\u6027\u80fd\u3002<\/p>\n<\/li>\n<li>\n<p>NVMe SSD \u4e3a\u8fb9\u7f18\u6a21\u578b\u90e8\u7f72\u63d0\u4f9b\u5feb\u901f\u5b58\u50a8\u8bbf\u95ee\u80fd\u529b\u3002<\/p>\n<\/li>\n<li>\n<p>UFS 3.1 \u652f\u6301\u9ad8\u7ea7 AI \u5de5\u4f5c\u8d1f\u8f7d\u6240\u9700\u7684\u9ad8\u901f\u6570\u636e\u4f20\u8f93\u3002<\/p>\n<\/li>\n<\/ul>\n<h3>\u7f51\u7edc\u5347\u7ea7<\/h3>\n<p>\u4f60\u5fc5\u987b\u5347\u7ea7\u7f51\u7edc\u57fa\u7840\u8bbe\u65bd\uff0c\u4ee5\u6ee1\u8db3 AI \u63a8\u7406\u7684\u9700\u6c42\u3002\u9ad8\u901f\u7f51\u7edc\u53ef\u4ee5\u964d\u4f4e\u5ef6\u8fdf\uff0c\u5e76\u652f\u6301\u5927\u89c4\u6a21\u6a21\u578b\u90e8\u7f72\u3002\u901a\u8fc7 RoCEv2 \u5b9e\u73b0\u7684\u65e0\u635f\u4ee5\u592a\u7f51\u652f\u6301\u76f4\u63a5\u5185\u5b58\u5230\u5185\u5b58\u7684\u6570\u636e\u4f20\u8f93\uff0c\u5927\u5e45\u51cf\u5c11\u5ef6\u8fdf\u548c\u6296\u52a8\u3002\u5148\u8fdb\u7684\u62e5\u585e\u7ba1\u7406\u53ef\u9632\u6b62\u4e22\u5305\u5e76\u7ba1\u7406\u6d41\u91cf\u7a81\u53d1\uff0c\u4ece\u800c\u4fdd\u6301 AI \u6a21\u578b\u540c\u6b65\u7684\u7a33\u5b9a\u6027\u3002<\/p>\n<p>Leaf-spine \u67b6\u6784\u63d0\u4f9b\u4f4e\u5ef6\u8fdf\u8def\u5f84\uff0c\u4f7f\u4f60\u80fd\u591f\u6269\u5c55 AI \u96c6\u7fa4\u800c\u4e0d\u635f\u5931\u6027\u80fd\u3002\u6df1\u7f13\u51b2\u548c\u9ad8\u541e\u5410\u80fd\u529b\u5219\u786e\u4fdd\u5728\u6d41\u91cf\u9ad8\u5cf0\u671f\u95f4\u6570\u636e\u6d41\u5b8c\u6574\u6027\uff0c\u8fd9\u5bf9\u4e8e\u5904\u7406\u63a8\u7406\u5de5\u4f5c\u8d1f\u8f7d\u4e2d\u7684\u5927\u89c4\u6a21\u6570\u636e\u96c6\u81f3\u5173\u91cd\u8981\u3002<\/p>\n<div class=\"qc-default-table-wrapper \">\n<table style=\"min-width: 50px\">\n<colgroup>\n<col style=\"min-width: 25px\">\n<col style=\"min-width: 25px\">\n    <\/colgroup>\n<tbody>\n<tr>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u7279\u6027<\/p>\n<\/th>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u5bf9 AI \u63a8\u7406\u5de5\u4f5c\u8d1f\u8f7d\u7684\u5f71\u54cd<\/p>\n<\/th>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u901a\u8fc7 RoCEv2 \u5b9e\u73b0\u7684\u65e0\u635f\u4ee5\u592a\u7f51<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u652f\u6301\u76f4\u63a5\u5185\u5b58\u5230\u5185\u5b58\u7684\u6570\u636e\u4f20\u8f93\uff0c\u663e\u8457\u964d\u4f4e\u5ef6\u8fdf\u548c\u6296\u52a8\u3002<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u5148\u8fdb\u62e5\u585e\u7ba1\u7406<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u9632\u6b62\u4e22\u5305\u5e76\u7ba1\u7406\u6d41\u91cf\u7a81\u53d1\uff0c\u786e\u4fdd AI \u6a21\u578b\u540c\u6b65\u7a33\u5b9a\u3002<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>Leaf-spine \u67b6\u6784<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u63d0\u4f9b\u4f4e\u5ef6\u8fdf\u8def\u5f84\uff0c\u4f7f AI \u96c6\u7fa4\u80fd\u591f\u6269\u5c55\u800c\u4e0d\u51fa\u73b0\u6027\u80fd\u4e0b\u964d\u3002<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u6df1\u7f13\u51b2\u4e0e\u9ad8\u541e\u5410\u91cf<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u5728\u6d41\u91cf\u9ad8\u5cf0\u671f\u786e\u4fdd\u6570\u636e\u6d41\u5b8c\u6574\u6027\uff0c\u8fd9\u5bf9\u5927\u89c4\u6a21\u6570\u636e\u96c6\u5904\u7406\u81f3\u5173\u91cd\u8981\u3002<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<h3>\u8fb9\u7f18\u4e0e\u5206\u5e03\u5f0f\u90e8\u7f72<\/h3>\n<p>\u4f60\u4f1a\u770b\u5230\uff0cAI \u63a8\u7406\u6b63\u8fc5\u901f\u8f6c\u5411\u8fb9\u7f18\u548c\u5206\u5e03\u5f0f\u90e8\u7f72\u6a21\u5f0f\u3002\u5230 2026 \u5e74\uff0cIaaS \u652f\u51fa\u4e2d\u7684 55% \u5c06\u805a\u7126\u4e8e\u63a8\u7406\u5de5\u4f5c\u8d1f\u8f7d\uff1b\u5230 2029 \u5e74\uff0c\u8fd9\u4e00\u6bd4\u4f8b\u5c06\u4e0a\u5347\u81f3 65% \u4ee5\u4e0a\u3002\u4f60\u4f1a\u628a\u63a8\u7406\u90e8\u7f72\u5230\u66f4\u9760\u8fd1\u7528\u6237\u7684\u4f4d\u7f6e\uff0c\u4ee5\u63d0\u5347\u54cd\u5e94\u901f\u5ea6\u5e76\u964d\u4f4e\u5e26\u5bbd\u6210\u672c\u3002\u8fb9\u7f18\u5904\u7406\u8fd8\u80fd\u5e26\u6765\u66f4\u9ad8\u53ef\u9760\u6027\u548c\u66f4\u597d\u7684\u6570\u636e\u9690\u79c1\uff0c\u5c24\u5176\u9002\u7528\u4e8e\u8fde\u63a5\u4e0d\u7a33\u5b9a\u7684\u73af\u5883\u3002<\/p>\n<p>\u5206\u5e03\u5f0f AI \u90e8\u7f72\u4f1a\u91c7\u7528\u5f20\u91cf\u5e76\u884c\u3001\u6d41\u6c34\u7ebf\u5e76\u884c\u7b49\u6280\u672f\uff0c\u5728\u591a\u5757 GPU \u4e4b\u95f4\u7ba1\u7406\u5927\u578b\u6a21\u578b\u3002\u89e3\u8026\u5f0f\u670d\u52a1\u67b6\u6784\u5c06\u8ba1\u7b97\u5bc6\u96c6\u578b\u9636\u6bb5\u4e0e\u5185\u5b58\u53d7\u9650\u9636\u6bb5\u5206\u79bb\uff0c\u4ece\u800c\u63d0\u5347\u6a21\u578b\u90e8\u7f72\u7684\u8d44\u6e90\u5229\u7528\u7387\u3002\u4f60\u53ef\u4ee5\u5728\u591a\u4e2a\u8fb9\u7f18\u8bbe\u5907\u4e4b\u95f4\u534f\u8c03\u4efb\u52a1\uff0c\u51cf\u5c11\u5927\u91cf\u6570\u636e\u4f20\u8f93\u9700\u6c42\uff0c\u5e76\u7f13\u89e3\u5e26\u5bbd\u6311\u6218\u3002<\/p>\n<ul>\n<li>\n<p>\u8fb9\u7f18\u90e8\u7f72\u63d0\u5347\u4e86\u5b9e\u65f6\u63a8\u7406\u7684\u5ef6\u8fdf\u8868\u73b0\u4e0e\u54cd\u5e94\u901f\u5ea6\u3002<\/p>\n<\/li>\n<li>\n<p>\u5206\u5e03\u5f0f AI \u90e8\u7f72\u652f\u6301\u667a\u80fd\u6570\u636e\u91c7\u96c6\uff0c\u5e76\u81ea\u52a8\u5316 AI \u751f\u547d\u5468\u671f\u7ba1\u7406\u3002<\/p>\n<\/li>\n<li>\n<p>\u4f60\u53ef\u4ee5\u901a\u8fc7\u5728\u66f4\u9760\u8fd1\u7528\u6237\u7684\u5730\u65b9\u5904\u7406\u6570\u636e\u6765\u66f4\u9ad8\u6548\u5730\u7ba1\u7406\u5e26\u5bbd\u3002<\/p>\n<\/li>\n<\/ul>\n<blockquote>\n<p>\u4f60\u5fc5\u987b\u8c03\u6574\u670d\u52a1\u5668\u67b6\u6784\uff0c\u4ee5\u652f\u6301\u8fb9\u7f18\u548c\u5206\u5e03\u5f0f\u90e8\u7f72\u3002\u8fd9\u6837\u624d\u80fd\u4ee5\u4f4e\u5ef6\u8fdf\u3001\u9ad8\u541e\u5410\u91cf\u548c\u9ad8\u53ef\u9760\u6027\u8868\u73b0\u4ea4\u4ed8\u5b9e\u65f6 AI \u63a8\u7406\u80fd\u529b\u3002<\/p>\n<\/blockquote>\n<h2>AI \u57fa\u7840\u8bbe\u65bd\u9762\u4e34\u7684\u6311\u6218<\/h2>\n<h3>\u5de5\u4f5c\u8d1f\u8f7d\u6ce2\u52a8\u6027<\/h3>\n<p>\u5f53\u4f60\u5927\u89c4\u6a21\u90e8\u7f72 AI \u63a8\u7406\u65f6\uff0c\u4f1a\u9762\u4e34\u4e0d\u53ef\u9884\u6d4b\u7684\u5de5\u4f5c\u8d1f\u8f7d\u6a21\u5f0f\u3002\u7a81\u53d1\u6d41\u91cf\u548c\u5b63\u8282\u6027\u6ce2\u52a8\u4f1a\u5bfc\u81f4\u6210\u672c\u5feb\u901f\u53d8\u5316\u3002\u4f60\u5fc5\u987b\u5b66\u4e60\u65b0\u7684\u6307\u6807\u548c\u4f7f\u7528\u6a21\u5f0f\uff0c\u624d\u80fd\u66f4\u51c6\u786e\u5730\u8fdb\u884c\u9884\u7b97\u9884\u6d4b\u3002\u4e0b\u8868\u5c55\u793a\u4e86\u5e38\u89c1\u6311\u6218\uff1a<\/p>\n<div class=\"qc-default-table-wrapper \">\n<table style=\"min-width: 50px\">\n<colgroup>\n<col style=\"min-width: 25px\">\n<col style=\"min-width: 25px\">\n    <\/colgroup>\n<tbody>\n<tr>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u6311\u6218<\/p>\n<\/th>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u8bf4\u660e<\/p>\n<\/th>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u6210\u672c\u6ce2\u52a8<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u7531\u4e8e\u4f7f\u7528\u91cf\u4e0d\u53ef\u9884\u6d4b\uff0c\u6210\u672c\u4f1a\u53d1\u751f\u53d8\u5316\uff0c\u4ece\u800c\u5bfc\u81f4\u9884\u7b97\u504f\u5dee\u3002<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u9884\u6d4b\u590d\u6742\u6027<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u9700\u8981\u65b0\u7684\u9884\u6d4b\u65b9\u6cd5\uff0c\u5e76\u7406\u89e3\u72ec\u7279\u6307\u6807\uff0c\u624d\u80fd\u5b9e\u73b0\u6709\u6548\u9884\u7b97\u7ba1\u7406\u3002<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u4f60\u9700\u8981\u8c03\u6574\u89c4\u5212\u65b9\u5f0f\u6765\u5e94\u5bf9\u8fd9\u4e9b\u4e0d\u786e\u5b9a\u6027\u3002\u51c6\u786e\u9884\u6d4b\u6709\u52a9\u4e8e\u907f\u514d\u8d85\u652f\uff0c\u5e76\u786e\u4fdd\u8fd0\u8425\u7a33\u5b9a\u3002<\/p>\n<h3>\u7075\u6d3b\u6027\u4e0e\u6a21\u5757\u5316<\/h3>\n<p>\u4f60\u5fc5\u987b\u6784\u5efa\u7075\u6d3b\u4e14\u6a21\u5757\u5316\u7684\u57fa\u7840\u8bbe\u65bd\uff0c\u4ee5\u5e94\u5bf9\u4e0d\u65ad\u53d8\u5316\u7684 AI \u5de5\u4f5c\u8d1f\u8f7d\u3002\u6a21\u5757\u5316\u67b6\u6784\u5141\u8bb8\u4f60\u72ec\u7acb\u6269\u5c55\u5404\u4e2a\u7ec4\u4ef6\u3002\u4f60\u53ef\u4ee5\u901a\u8fc7\u4f18\u5316\u6570\u636e\u7ba1\u9053\u6765\u964d\u4f4e\u5ef6\u8fdf\u5e76\u63d0\u5347\u5206\u6790\u6548\u7387\u3002\u4e91\u539f\u751f\u65b9\u6848\u63d0\u4f9b\u81ea\u52a8\u6269\u7f29\u5bb9\u548c\u8d1f\u8f7d\u5747\u8861\u80fd\u529b\uff0c\u8ba9\u4f60\u80fd\u591f\u5feb\u901f\u8c03\u6574\u8d44\u6e90\u3002CI\/CD \u652f\u6301 AI \u6a21\u578b\u7684\u5feb\u901f\u90e8\u7f72\u3002\u5b89\u5168\u5185\u5efa\u8bbe\u8ba1\u53ef\u4fdd\u62a4\u654f\u611f\u6570\u636e\u3002\u76d1\u63a7\u5de5\u5177\u5219\u5e2e\u52a9\u4f60\u8ffd\u8e2a\u6027\u80fd\u5e76\u6301\u7eed\u4f18\u5316\u6a21\u578b\u3002<\/p>\n<ol>\n<li>\n<p>\u6a21\u5757\u5316\u67b6\u6784\u652f\u6301\u7ec4\u4ef6\u72ec\u7acb\u6269\u5c55\u3002<\/p>\n<\/li>\n<li>\n<p>\u4f18\u5316\u7684\u6570\u636e\u7ba1\u9053\u53ef\u964d\u4f4e\u5ef6\u8fdf\u3002<\/p>\n<\/li>\n<li>\n<p>\u4e91\u539f\u751f\u65b9\u6848\u652f\u6301\u52a8\u6001\u8d44\u6e90\u8c03\u6574\u3002<\/p>\n<\/li>\n<li>\n<p>CI\/CD \u8ba9\u6a21\u578b\u80fd\u591f\u5feb\u901f\u90e8\u7f72\u3002<\/p>\n<\/li>\n<li>\n<p>\u5b89\u5168\u5185\u5efa\u8bbe\u8ba1\u786e\u4fdd\u6570\u636e\u9690\u79c1\u3002<\/p>\n<\/li>\n<li>\n<p>\u76d1\u63a7\u5de5\u5177\u63d0\u4f9b\u53cd\u9988\uff0c\u652f\u6301\u6301\u7eed\u6539\u8fdb\u3002<\/p>\n<\/li>\n<\/ol>\n<p>\u4f60\u4f1a\u53d1\u73b0\uff0cAI \u5de5\u4f5c\u8d1f\u8f7d\u8981\u6c42\u9ad8\u901f\u8f93\u5165\u548c\u6781\u4f4e\u5ef6\u8fdf\u3002\u4e13\u7528\u64cd\u4f5c\u7cfb\u7edf\u4e0e\u7cbe\u7ec6\u8c03\u4f18\u7684\u57fa\u7840\u8bbe\u65bd\u53ef\u4ee5\u5e2e\u52a9\u4f60\u7ba1\u7406\u591a\u6837\u5316\u9700\u6c42\u3002\u7075\u6d3b\u6027\u548c\u6a21\u5757\u5316\u4f7f\u4f60\u80fd\u591f\u5728\u5927\u91cf\u8bbe\u5907\u4e4b\u95f4\u7f16\u6392\u4efb\u52a1\u3002<\/p>\n<h2>AI 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