{"id":26232,"date":"2025-10-21T15:06:39","date_gmt":"2025-10-21T07:06:39","guid":{"rendered":"https:\/\/www.varidata.com\/uncategorized-zh-tw\/core-server-requirements-for-ai-industry-big-data-processing\/"},"modified":"2025-10-21T15:08:09","modified_gmt":"2025-10-21T07:08:09","slug":"core-server-requirements-for-ai-industry-big-data-processing","status":"publish","type":"post","link":"https:\/\/www.varidata.com\/zh-tw\/knowledge-tc\/core-server-requirements-for-ai-industry-big-data-processing\/","title":{"rendered":"AI\u7522\u696d\u5927\u6578\u64da\u8655\u7406\u7684\u6838\u5fc3\u4f3a\u670d\u5668\u9700\u6c42"},"content":{"rendered":"<p><a href=\"https:\/\/www.varidata.com\/zh-tw\/blog-tc\/how-to-maximize-ai-efficiency-with-cpu-and-gpu-scheduling\/\" target=\"_blank\">\u4eba\u5de5\u667a\u6167<\/a>\u548c\u5927\u6578\u64da\u8655\u7406\u7684\u6307\u6578\u7d1a\u6210\u9577\u5df2\u7d93\u5fb9\u5e95\u6539\u8b8a\u4e86<a href=\"https:\/\/www.varidata.com\/zh-tw\/server\/us\/cn2\" target=\"_blank\">\u4f3a\u670d\u5668\u79df\u7528<\/a>\u57fa\u790e\u8a2d\u65bd\u9700\u6c42\u3002\u96a8\u8457AI\u5de5\u4f5c\u8ca0\u8f09\u8b8a\u5f97\u8d8a\u4f86\u8d8a\u8907\u96dc\uff0c\u4e86\u89e3AI\u7522\u696d\u5927\u6578\u64da\u8655\u7406\u7684\u6838\u5fc3\u4f3a\u670d\u5668\u9700\u6c42\u5df2\u6210\u70ba\u79d1\u6280\u5c08\u696d\u4eba\u54e1\u548c\u7d44\u7e54\u7684\u95dc\u9375\u3002\u96a8\u8457\u5927\u578b\u8a9e\u8a00\u6a21\u578b(LLMs)\u548c\u8907\u96dc\u7684\u96fb\u8166\u8996\u89ba\u61c9\u7528\u7a0b\u5f0f\u7684\u51fa\u73fe\uff0c\u904b\u7b97\u57fa\u790e\u8a2d\u65bd\u7684\u9700\u6c42\u5df2\u9054\u5230\u524d\u6240\u672a\u6709\u7684\u6c34\u6e96\u3002<\/p>\n<h2><strong>\u904b\u7b97\u80fd\u529b\u9700\u6c42\uff1a\u8d85\u8d8a\u50b3\u7d71\u4f3a\u670d\u5668<\/strong><\/h2>\n<p>\u73fe\u4ee3AI\u5de5\u4f5c\u8ca0\u8f09\u9700\u8981\u524d\u6240\u672a\u6709\u7684\u904b\u7b97\u80fd\u529b\uff0c\u7279\u5225\u662f\u5728\u6df1\u5ea6\u5b78\u7fd2\u548c\u795e\u7d93\u7db2\u8def\u8a13\u7df4\u65b9\u9762\u3002\u5c08\u70baAI\u64cd\u4f5c\u8a2d\u8a08\u7684\u9ad8\u6548\u80fd\u904b\u7b97(HPC)\u53e2\u96c6\u9700\u8981\uff1a<\/p>\n<ul>\n<li>\u5177\u6709\u6700\u65b0NVIDIA A100\u6216H100\u67b6\u69cb\u7684\u591aGPU\u914d\u7f6e\uff0c\u6bcf\u500bGPU\u652f\u63f4\u9ad8\u905480GB HBM3\u8a18\u61b6\u9ad4<\/li>\n<li>\u5177\u6709\u9032\u968e\u5411\u91cf\u8655\u7406\u80fd\u529b\u7684\u9ad8\u6838\u5fc3\u6578CPU\uff0c\u652f\u63f4AVX-512\u548cVNNI\u6307\u4ee4<\/li>\n<li>\u5c08\u7528AI\u52a0\u901f\u5668\u7528\u65bc\u7279\u5b9a\u5de5\u4f5c\u8ca0\u8f09\uff0c\u5305\u62ec\u7528\u65bc\u5c08\u696d\u61c9\u7528\u7684TPU\u548cFPGA<\/li>\n<li>NVLink\u6216\u985e\u4f3c\u7684\u9ad8\u901fGPU\u4e92\u9023\u6280\u8853\uff0c\u63d0\u4f9b\u9ad8\u9054900 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4.0\u4ecb\u9762<\/li>\n<li>\u7528\u65bc\u5206\u6563\u5f0f\u904b\u7b97\u7684\u5e73\u884c\u6a94\u6848\u7cfb\u7d71\uff0c\u5982Lustre\u6216BeeGFS<\/li>\n<li>\u7d50\u5408\u71b1\u5132\u5b58\u548c\u51b7\u5132\u5b58\u7684\u5206\u5c64\u5132\u5b58\u67b6\u69cb\uff0c\u5177\u5099\u81ea\u52d5\u6578\u64da\u9077\u79fb\u529f\u80fd<\/li>\n<li>\u5177\u6709\u6700\u5c0f\u5ef6\u9072\u7684\u6578\u64da\u5197\u9918\u548c\u5099\u4efd\u7cfb\u7d71\uff0c\u5305\u62ecRAID 6\u6216\u7cfe\u522a\u78bc<\/li>\n<li>\u91dd\u5c0dAI\u5de5\u4f5c\u8ca0\u8f09\u512a\u5316\u7684\u5feb\u53d6\u4e00\u81f4\u6027\u5354\u8b70<\/li>\n<li>\u7528\u65bc\u53ef\u64f4\u5c55\u6578\u64da\u7ba1\u7406\u7684\u5206\u6563\u5f0f\u7269\u4ef6\u5132\u5b58\u7cfb\u7d71<\/li>\n<li>\u7528\u65bc\u983b\u7e41\u5b58\u53d6\u6578\u64da\u96c6\u7684\u8a18\u61b6\u9ad4\u5167\u5132\u5b58\u89e3\u6c7a\u65b9\u6848<\/li>\n<\/ul>\n<h2><strong>\u7db2\u8def\u57fa\u790e\u8a2d\u65bd\u9700\u6c42<\/strong><\/h2>\n<p>\u9ad8\u901f\u7db2\u8def\u5c0d\u65bcAI\u5de5\u4f5c\u8ca0\u8f09\u5206\u914d\u548c\u6578\u64da\u50b3\u8f38\u6548\u7387\u81f3\u95dc\u91cd\u8981\u3002\u73fe\u4ee3AI\u57fa\u790e\u8a2d\u65bd\u9700\u8981\u80fd\u5920\u8655\u7406\u5927\u898f\u6a21\u5e73\u884c\u64cd\u4f5c\u7684\u7db2\u8def\u89e3\u6c7a\u65b9\u6848\uff1a<\/p>\n<ol>\n<li>InfiniBand HDR\/NDR\u6216\u9ad8\u901f\u4e59\u592a\u7db2\u8def(\u6700\u4f4e100GbE)\uff0c\u5177\u6709\u5b8c\u6574\u7684\u7b49\u5206\u983b\u5bec<\/li>\n<li>\u5177\u6709\u4e9e\u5fae\u79d2\u5ef6\u9072\u7684\u8d85\u4f4e\u5ef6\u9072\u7db2\u8def\u67b6\u69cb<\/li>\n<li>\u652f\u63f4\u66f4\u5feb\u6578\u64da\u79fb\u52d5\u7684RDMA\u529f\u80fd\uff0c\u540c\u6642\u652f\u63f4RoCE\u548ciWARP<\/li>\n<li>\u9032\u968e\u7db2\u8def\u5b89\u5168\u5354\u8b70\uff0c\u5305\u62ecMACsec\u52a0\u5bc6<\/li>\n<li>\u7528\u65bc\u52d5\u614b\u6d41\u91cf\u512a\u5316\u7684\u8edf\u9ad4\u5b9a\u7fa9\u7db2\u8def(SDN)<\/li>\n<li>\u7528\u65bc\u5de5\u4f5c\u8ca0\u8f09\u512a\u5148\u7d1a\u7684\u670d\u52d9\u54c1\u8cea(QoS)\u6a5f\u5236<\/li>\n<li>\u9748\u6d3b\u8cc7\u6e90\u5206\u914d\u7684\u7db2\u8def\u5206\u89e3\u652f\u63f4<\/li>\n<\/ol>\n<h2><strong>\u6563\u71b1\u548c\u96fb\u529b\u57fa\u790e\u8a2d\u65bd<\/strong><\/h2>\n<p>AI\u5de5\u4f5c\u8ca0\u8f09\u7522\u751f\u5927\u91cf\u71b1\u91cf\u4e26\u9700\u8981\u5927\u91cf\u96fb\u529b\uff0c\u9700\u8981\u9032\u968e\u57fa\u790e\u8a2d\u65bd\u3002\u73fe\u4ee3\u8a2d\u65bd\u5fc5\u9808\u5be6\u65bd\u8907\u96dc\u7684\u6563\u71b1\u89e3\u6c7a\u65b9\u6848\uff1a<\/p>\n<ul>\n<li>\u7528\u65bc\u9ad8\u5bc6\u5ea6GPU\u6a5f\u67b6\u7684\u6db2\u51b7\u7cfb\u7d71\uff0c\u5305\u62ec\u76f4\u63a5\u6676\u7247\u6563\u71b1\u89e3\u6c7a\u65b9\u6848<\/li>\n<li>\u984d\u5b9a\u529f\u73872000W\u6216\u66f4\u9ad8\u7684\u5197\u9918\u96fb\u6e90\u4f9b\u61c9\u5668\uff0c\u5177\u670980 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