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3\u6708\u672b\uff0c\u591a\u5bb6\u6d77\u5916\u5b58\u50a8\u5934\u90e8\u4f01\u4e1a\uff0c\u5ba3\u5e03\u4ece4\u6708\u8d77\u63d0\u9ad8\u90e8\u5206\u4ea7\u54c1\u62a5\u4ef7\uff0c\u56fd\u5185\u5382\u5546\u4e5f\u968f\u4e4b\u4e0a\u8c03\u4ef7\u683c\uff0c\u7ec8\u7ed3\u4e86DRAM\u5185\u5b58\u4e0eNAND\u95ea\u5b58\u7684\u964d\u4ef7\u52bf\u5934\u3002<\/p>\n

\u591a\u5bb6\u5382\u5546\u66fe\u5728\u8fd1\u671f\u8868\u793a\uff0c\u4ef7\u683c\u4e0a\u6da8\u901f\u5ea6\u9ad8\u4e8e\u6b64\u524d\u9884\u671f\u3002\u201c\u4f9b\u7ed9\u4fa7\u51cf\u4ea7\uff0c\u539f\u5382\u81ea\u5e74\u521d\u5b9e\u65bd\u4e86\u4e25\u683c\u7684\u63a7\u4ef7\u51cf\u4ea7\uff0c\u66f4\u4e3b\u8981\u7684\u52a8\u56e0\u6765\u81ea\u9700\u6c42\u4fa7\u3002\u201d\u67d0\u5b58\u50a8\u82af\u7247\u5382\u5546\u8868\u793a\uff0cAI\u5e94\u7528\u4e95\u55b7\uff0c\u9a71\u52a8\u5b58\u50a8\u82af\u7247\u5e02\u573a\u9700\u6c42\u8d70\u9ad8\u3002<\/p>\n

\u53e6\u4e00\u4f4d\u4e1a\u5185\u4eba\u58eb\u63d0\u5230\uff0c\u6839\u636eDeepSeek\u6240\u53d1\u5e03\u7684\u4ea7\u54c1\u7279\u5f81\u770b\uff0c\u5bf9\u4e8e\u5b58\u50a8\u6027\u80fd\u7684\u9700\u6c42\u8fd8\u4f1a\u518d\u4e0a\u4e00\u4e2a\u53f0\u9636\u3002\u201c\u4ece\u957f\u671f\u6765\u770b\uff0c\u5bf9\u4e8e\u5b58\u50a8\u8bfb\u53d6\u7684\u9700\u6c42\u4f1a\u8d8a\u6765\u8d8a\u9ad8\uff0c\u6211\u4eec\u5224\u65ad\uff0c\u5bf9\u63a8\u7406\u7684\u5b58\u50a8\u8bfb\u53d6\u6027\u80fd\u9700\u6c42\u53ef\u80fd\u4f1a\u8d85\u8fc7\u8bad\u7ec3\u7684\u9700\u6c42\u3002\u201d<\/p>\n

<\/figure>\n

\u5927\u6a21\u578b\u65f6\u4ee3\uff0c\u5916\u754c\u5bf9\u4e8e\u5e94\u7528\u4fa7\u767e\u82b1\u9f50\u653e\u66f4\u6709\u611f\u77e5\uff0c\u5728\u8ffd\u6c42\u6781\u81f4\u7b97\u529b\u65f6\u5374\u5ffd\u89c6\u4e86\uff0c\u5e94\u7528\u4e95\u55b7\u5176\u5b9e\u5bf9\u5b58\u50a8\u4e5f\u63d0\u51fa\u4e86\u66f4\u9ad8\u8981\u6c42\u3002\u7231\u5206\u6790\u62a5\u544a\u4e2d\u63d0\u5230\uff0c\u5728\u540c\u6837GPU\u7b97\u529b\u89c4\u6a21\u4e0b\uff0c\u5b58\u50a8\u6027\u80fd\u7684\u9ad8\u4f4e\u53ef\u80fd\u9020\u6210\u6a21\u578b\u8bad\u7ec3\u5468\u671f3\u500d\u7684\u5dee\u5f02\u3002\u5982\u541e\u5410\u6027\u80fd\u8fbe\u5343\u4e07\u7ea7IOPS\u3001\u5e26\u5bbd\u8fbeTB\u7ea7\u3001\u65f6\u5ef6\u4f4e\u81f3\u767e\u5fae\u79d2\uff0c\u8fd9\u4e9b\u5728\u4f20\u7edf\u5b58\u50a8\u4e5f\u5f88\u96be\u4f01\u53ca\u7684\u8981\u6c42\uff0c\u5982\u4eca\u5df2\u6210\u4e3aAI\u5b58\u50a8\u7684\u5165\u95e8\u95e8\u69db\u3002<\/p>\n

\u4e00\u8fb9\u662f\u6765\u81ea\u5b58\u50a8\u6210\u672c\u7684\u538b\u529b\uff0c\u5982\u4eca\u5b58\u50a8\u5df2\u5360\u5230\u5927\u6a21\u578b\u8bad\u7ec3\u6574\u4f53\u6210\u672c\u768410%-20%\uff1b\u53e6\u4e00\u8fb9\u662f\u5bf9\u4e8eAI\u5b58\u50a8\u7684\u66f4\u9ad8\u6027\u80fd\u8981\u6c42\u3002\u8fd9\u8ba9CTO\u4eec\u8ffd\u9010\u5927\u6a21\u578b\u65f6\u4e0d\u5f97\u4e0d\u9762\u5bf9\u8fd9\u6837\u7684\u7126\u8651\uff1a\u5982\u4f55\u7528\u66f4\u53ef\u63a7\u7684\u6210\u672c\uff0c\u53bb\u5b9e\u73b0\u66f4\u7b26\u5408\u5927\u6a21\u578b\u8bad\u63a8\u7684\u5b58\u529b\uff1f<\/strong><\/p>\n

\u8fd9\u4e00\u8d8b\u52bf\uff0c\u4e5f\u8ba9\u4e00\u90e8\u5206\u5382\u5546\u7684\u5b58\u50a8\u4e1a\u52a1\u9a76\u5165\u5feb\u8f66\u9053\uff0c\u4f8b\u5982\u5df2\u7ecf\u8fc7\u591a\u5e74\u4eac\u4e1c\u5185\u90e8\u590d\u6742\u4e1a\u52a1\u9a8c\u8bc1\u7684\u4eac\u4e1c\u4e91\u4e91\u6d77\u3002\u4e8b\u5b9e\u4e0a\uff0c\u4eac\u4e1c\u4e91\u4e91\u6d77\u6700\u521d\u548c\u5176\u4ed6\u4e92\u8054\u7f51\u5382\u5546\u7684\u5b58\u50a8\u6a21\u5757\u6ca1\u6709\u592a\u5927\u5dee\u5f02\uff0c\u7531\u5185\u90e8\u63d0\u4f9b\u76d1\u63a7\u7ec4\u4ef6\u3001\u7ba1\u63a7\u7ec4\u4ef6\u3001\u6570\u636e\u5e93\u7ec4\u4ef6\uff0c\u81ea\u5df1\u5355\u72ec\u505a\u597d\u5b58\u50a8\u4ea7\u54c1\u3002\u4e00\u4f4d\u77e5\u60c5\u4eba\u58eb\u63d0\u5230\uff0c\u201c\u8bb8\u591a\u4e91\u5382\u5546\u505a\u5b58\u50a8\u4ea7\u54c1\u53ea\u6709\u4e24\u79cd\u8def\u5f84\uff0c\u4e00\u79cd\u662f\u7ebf\u4e0b\u79c1\u6709\u5316\u7684\u5b58\u50a8\u8f93\u51fa\uff0c\u53e6\u4e00\u79cd\u662f\u627e\u7b2c\u4e09\u65b9\u5408\u4f5c\u3002\u201d<\/p>\n

\u4ece\u7ed3\u6784\u4e0a\u770b\uff0c\u5927\u6a21\u578b\u8bad\u7ec3\u5728\u7b97\u529b\u6bd4\u62fc\u7684\u540c\u65f6\uff0c\u5927\u6a21\u578b\u4e0d\u53ef\u80fd\u957f\u671f\u201c\u5355\u811a\u8d70\u8def\u201d\uff0c\u5b58\u529b\u90a3\u53ea\u201c\u811a\u201d\uff0c\u6b63\u5728\u6210\u4e3aAI\u65f6\u4ee3\u5404\u65b9\u7ade\u9010\u7684\u65b0\u6218\u573a\u3002<\/p>\n

AI\u65f6\u4ee3\u7684\u5b58\u50a8\u6807\u51c6\u53d8\u4e86<\/strong><\/h2>\n

\u5e74\u521d\uff0cDeepSeek\u7206\u706b\u7684\u4e00\u4e2a\u91cd\u8981\u52a8\u56e0\uff0c\u4fbf\u662f\u7f13\u89e3\u4e86\u5916\u754c\u5bf9\u4e8e\u7b97\u529b\u7684\u7126\u8651\uff0c\u7136\u800c\u5374\u4e5f\u8ba9\u5b58\u529b\u8fd9\u4e2a\u9690\u5f62\u4e14\u91cd\u8981\u7684\u53d8\u91cf\uff0c\u8d70\u5230\u53f0\u524d\u3002<\/p>\n

AI\u8bad\u7ec3\u7684\u91cd\u5fc3\u201c\u504f\u79fb\u201d\u9996\u5f53\u5176\u51b2\uff0c\u601d\u7ef4\u94fe\u7684\u5de8\u5927\u6f5c\u529b\u5c06\u4e3b\u8981\u8bad\u7ec3\u573a\u666f\u81ea\u9884\u8bad\u7ec3\u8f6c\u79fb\u81f3\u63a8\u7406\uff0c\u843d\u5730\u5230\u5b58\u50a8\u5219\u662f\u7531\u8fc7\u53bb\u7684\u8bfb\u5199\u5e76\u91cd\u5230\u66f4\u504f\u5411\u8bfb\u3002\u5728\u8fd9\u4e00\u8fc7\u7a0b\u4e2d\uff0c\u6211\u4eec\u5927\u53ef\u5806\u53e0GPU\uff0c\u4f46\u5728\u7b97\u529b\u5355\u5143\u5f00\u201c\u7b97\u201d\u524d\uff0c\u7b49\u5f85\u6570\u636e\u4ece\u5b58\u50a8\u7cfb\u7edf\u5230\u8fbe\u8ba1\u7b97\u5355\u5143\u7684\u8fc7\u7a0b\u624d\u662f\u8017\u65f6\u8d39\u529b\u7684\u5173\u952e\u3002<\/p>\n

\u56e0\u6b64\uff0cDeepSeek\u81ea\u7814\u5b58\u50a8\u518d\u4e00\u6b21\u628a\u4e1a\u5185\u76ee\u5149\u62c9\u5230\u4e86\u5b58\u50a8\u53ca\u5b58\u50a8\u67b6\u6784\u4e0a\u3002DeepSeek 3FS\u89e3\u51b3\u65b9\u6848\u6bcf\u79d2\u53ef\u4ee5\u5b8c\u62106.6TB\u7684\u6570\u636e\u642c\u8fd0\uff0c\u76f8\u5f53\u4e8e1\u79d2\u949f\u4f20\u8f93\u5b8c700\u90e84K\u9ad8\u6e05\u7535\u5f71\u3002\u800c\u81ea\u52a8\u8c03\u53d6\u8d44\u6e90\uff0c\u5219\u7f29\u77ed\u56fd\u4ea7\u82af\u7247\u4e0e\u56fd\u9645\u5934\u90e8\u54c1\u724c\u7684\u5dee\u8ddd\u3002\u4e1a\u5185\u65b9\u624d\u540e\u77e5\u540e\u89c9\u5730\u53cd\u5e94\u8fc7\u6765\uff0c\u51b3\u5b9a\u5927\u6a21\u578b\u6548\u7387\u7684\u4e0d\u6b62\u662fGPU\uff0c\u5b58\u50a8\u7cfb\u7edf\u6b63\u5728\u6210\u4e3a\u65b0\u7684\u74f6\u9888\u3002<\/strong><\/p>\n

DeepSeek\u81ea\u78143FS\u7684\u9a71\u52a8\u529b\uff0c\u6765\u81ea\u4e0d\u65ad\u589e\u957f\u7684\u63a8\u7406\u9700\u6c42\uff0c\u4e0d\u5f97\u4e0d\u56de\u5934\u89e3\u51b3\u5b58\u50a8\u67b6\u6784\u3002<\/p>\n

AI\u5feb\u901f\u53d1\u5c55\u7684\u5927\u80cc\u666f\u4e0b\uff0c\u4f20\u7edf\u5bf9\u8c61\u5b58\u50a8\u7684\u77ed\u677f\u5feb\u901f\u66b4\u9732\uff0c\u4e92\u8054\u7f51\u4e91\u5382\u5546\u901a\u5e38\u4ee5\u79c1\u6709\u4e91\u6216OEM\u5f62\u5f0f\u8f93\u51fa\u5b58\u50a8\u80fd\u529b\uff0c\u7f3a\u4e4f\u957f\u671f\u3001\u7a33\u5b9a\u7684\u5b58\u50a8\u56e2\u961f\u652f\u6491\u3002\u800c\u4f20\u7edf\u5b58\u50a8\u5382\u5546AI\u8bad\u7ec3\u7684\u7ecf\u9a8c\u79ef\u7d2f\u53c8\u6b20\u706b\u5019\uff0c\u5c24\u5176\u662f\u9762\u5bf9\u5f53\u4e0b\u9700\u6c42\u7206\u53d1\u7684\u8bad\u7ec3\u3001\u63a8\u7406\u573a\u666f\uff0c\u5728\u5e94\u5bf9\u53d8\u5316\u4e0a\u6709\u4e9b\u529b\u4e0d\u80fd\u652f\u3002<\/p>\n

\u7b80\u8981\u5bf9\u6bd4\u51e0\u5bb6\u5b58\u50a8\u4ea7\u54c1\uff0c\u53ef\u4ee5\u53d1\u73b0\u4e24\u4e2a\u91cd\u8981\u4fe1\u606f\uff0c\u00a0\u4e00\u4e2a\u662fAI\u5b58\u50a8\u7684\u6807\u51c6\u5df2\u660e\u663e\u6539\u53d8\uff0c\u53e6\u4e00\u4e2a\u662f\u56fd\u5185\u5916\u5382\u5546\u7684\u5dee\u8ddd\u6b63\u5728\u5feb\u901f\u7f29\u5c0f\u3002<\/strong><\/p>\n

\u4ece\u5b58\u50a8\u6027\u80fd\u6765\u770b\uff0c\u541e\u5410\u91cf\u7ea7\u3001\u6709\u6548\u5e26\u5bbd\u4e0e\u65f6\u5ef6\u90fd\u4f1a\u5f71\u54cdGPU\u7684\u7b97\u529b\u5229\u7528\u7387\uff0c\u5b58\u50a8\u6027\u80fd\u4e0d\u8db3\u9020\u6210\u7684GPU\u95f2\u7f6e\uff0c\u5bfc\u81f4\u6a21\u578b\u843d\u5730\u56f0\u96be\u3001\u4e1a\u52a1\u6210\u672c\u5267\u589e\u3002\u53bb\u5e74\uff0c\u4e00\u5bb6\u5934\u90e8AI\u516c\u53f8\u56e0\u5b58\u50a8\u5e26\u5bbd\u4e0d\u8db3\uff0c\u5bfc\u81f42000\u5f20A100\u663e\u5361\u7b97\u529b\u5229\u7528\u7387\u957f\u671f\u4f4e\u4e8e40%\uff0c\u5bfc\u81f4\u5355\u65e5\u7ecf\u6d4e\u635f\u5931\u8d85\u767e\u4e07\u7f8e\u5143\u7684\u6559\u8bad\u8fd8\u5386\u5386\u5728\u76ee\u3002<\/p>\n

\u6807\u51c6\u4e4b\u5916\uff0c\u56fd\u5185\u5916\u5382\u5546\u7684\u5dee\u8ddd\u4e5f\u5728\u660e\u663e\u7f29\u5c0f\u3002<\/p>\n

\u8001\u724c\u5b58\u50a8\u54c1\u724cIBM\uff0c\u5df2\u5b8c\u6210\u4e86\u4eceHPC\u573a\u666f\u5411AI\u573a\u666f\u7684\u6f14\u8fdb\uff0c\u5c24\u5176\u662f\u5728AI\u573a\u666f\u5e7f\u6cdb\u5e94\u7528\u7684DDN\uff0c\u5728 IOPS\u3001\u8bfb\/\u5199\u5e26\u5bbd\u7b49\u5173\u952e\u6027\u80fd\u6307\u6807\u4e0a\u7684\u8868\u73b0\u53ef\u5708\u53ef\u70b9\u3002\u4f46\u4e0e\u6b64\u540c\u65f6\uff0cDDN\u7684\u6280\u672f\u5c01\u95ed\u6027\u548c\u8f6c\u4f18\u5316\u786c\u4ef6\u7b49\u56e0\u7d20\uff0c\u5ba2\u89c2\u4e0a\u5bfc\u81f4\u7528\u6237\u5efa\u8bbe\u6210\u672c\u9ad8\u6602\u3002<\/p>\n

DeepSeek\u81ea\u7814\u76843FS\u662f\u5f00\u6e90\u65b0\u54c1\uff0c\u8868\u73b0\u4e0a\u4e0d\u8f93\u8001\u724c\u5b58\u50a8\uff0c\u5728\u8bfb\u5e26\u5bbd\u4e0a\uff0c\u5355\u96c6\u7fa4\u6bcf\u79d26.6TB\uff0c\u5e73\u5747\u5355\u8282\u70b9\u6bcf\u79d236.7GB\uff0c\u6084\u7136\u62ac\u9ad8AI\u5b58\u50a8\u7684\u5165\u95e8\u95e8\u69db\u3002\u540c\u6837\u5f00\u6e90\u7684\u8fd8\u6709Ceph\uff0c\u5728\u76f8\u540c\u914d\u7f6e\u89c4\u683c\u4e0a\u7684\u5355\u8282\u70b9\u8bfb\u3001\u5199\u5e26\u5bbd\u80fd\u529b\u5206\u522b\u4e3a\u5355\u8282\u70b95.6GB\u6bcf\u79d2\u4e0e4.5GB\u6bcf\u79d2\uff0cIOPS\u5355\u8282\u70b915\u4e07\u3002<\/p>\n

<\/figure>\n

\u9664DeepSeek\u4e4b\u5916\uff0c\u53e6\u4e00\u5bb6\u56fd\u4ea7\u5382\u5546\u4eac\u4e1c\u4e91\u4e91\u6d77\u7684\u8868\u73b0\u51f8\u663e\uff0c24\u5757NVMe SSD\u914d\u7f6e\u89c4\u683c\u4e0b\uff0c\u8bfb\u3001\u5199\u5e26\u5bbd\u80fd\u529b\u5206\u522b\u4e3a\u5355\u8282\u70b995GB\u6bcf\u79d2\u4e0e60GB\u6bcf\u79d2\uff0cIOPS\u5355\u8282\u70b9280\u4e07\uff0c\u5355\u8def4k\u8bfb\u5199\u5ef6\u8fdf\u4ec5\u4e3a0.5\u6beb\u79d2\u3002\u4eac\u4e1c\u4e91\u4e91\u6d77\u5728\u63d0\u4f9b\u9ad8\u6027\u80fd\u7684\u540c\u65f6\uff0c\u9002\u7528\u6027\u8f83\u9ad8\uff0c\u53ef\u4ee5\u540c\u65f6\u6ee1\u8db3DeepSeek\u3001ChatGPT\u3001LLaMA\u7b4920\u4f59\u79cd\u4e3b\u6d41\u5927\u6a21\u578b\u7684\u5b58\u529b\u9700\u6c42\u3002<\/p>\n

\u9700\u6c42\u9a71\u52a8\u7684\u5b58\u50a8\u7684\u53d1\u5c55\u56fa\u7136\u9700\u8981\u9002\u65f6\u800c\u52a8\uff0c\u4f46\u66f4\u91cd\u8981\u7684\u662f\u524d\u77bb\u6027\u7684\u5e03\u5c40\uff0c\u8ba9\u4eac\u4e1c\u4e91\u4e91\u6d77\u591a\u5e74\u7684\u6280\u672f\u50a8\u5907\u8fce\u6765\u4e86\u9700\u6c42\u63a8\u52a8\u7684\u4e1c\u98ce\u3002<\/p>\n

\u4eac\u4e1c\u4e91\u5185\u90e8\u5411\u6765\u6709\u201c\u5148\u6709\u4eac\u4e1c\u5b58\u50a8\uff0c\u540e\u6709\u4eac\u4e1c\u4e91\u201d\u7684\u8bf4\u6cd5\uff0c\u4ece\u67d0\u79cd\u610f\u4e49\u4e0a\u8bb2\uff0c\u4eac\u4e1c\u5b58\u50a8\u7684\u53d1\u5c55\u9636\u6bb5\uff0c\u6298\u5c04\u51fa\u4e86\u9700\u6c42\u9a71\u52a8\u7684\u53d8\u5316\u3002<\/p>\n

\u4eac\u4e1c\u4e91\u4e91\u6d77\u8bde\u751f\u4e8e\u4eac\u4e1c\u7535\u5546\u7684\u5927\u89c4\u6a21\u9ad8\u5e76\u53d1\u573a\u666f\uff0c\u8fd9\u4e00\u9636\u6bb5\uff0c\u5b58\u50a8\u53ea\u662f\u4f5c\u4e3a\u57fa\u7840\u8bbe\u65bd\u5b58\u5728\uff0c\u6b64\u65f6\u4e91\u6d77\u4e3b\u8981\u662f\u89e3\u51b3\u4f20\u7edf\u57fa\u7840\u8bbe\u65bd\u4e2d\u7684\u5b58\u7b97\u5206\u79bb\u9700\u6c42\uff0c\u5c24\u5176\u662f\u9762\u5bf9\u6570\u636e\u5e93\u3001\u4e2d\u95f4\u4ef6\u3001ClickHouse\u7b49\u5728\u7ebf\u5e94\u7528\u654f\u611f\u578b\u4e2d\u95f4\u4ef6\u7684\u4f4e\u5ef6\u8fdf\u8981\u6c42\u3002<\/p>\n

2021\u5e74\uff0c\u4eac\u4e1c\u5728\u91cd\u5e86\u5efa\u7acb\u4e86\u4e9a\u6d32\u6700\u5927\u7684\u8d85\u7b97\u4e2d\u5fc3SuperPOD\uff0c\u9664\u4e86\u81ea\u8eab\u516c\u6709\u4e91\u4e4b\u5916\uff0c\u60f3\u5fc5\u8fd8\u5b58\u6709\u53c2\u4e0e\u673a\u5668\u5b66\u4e60\u201c\u7ade\u8d5b\u201d\u7684\u8003\u91cf\u3002\u6ca1\u66fe\u60f3\u4e24\u5e74\u540e\uff0cChatGPT\u7206\u706b\uff0c\u5927\u6a21\u578b\u8bad\u7ec3\u6210\u672c\u3001\u6548\u7387\u7684\u8981\u6c42\u8d8a\u6765\u8d8a\u9ad8\uff0c\u7b97\u529b\u7206\u53d1\u5f00\u59cb\u5e26\u52a8\u5b58\u529b\u3002\u800c\u539f\u672c\u4fbf\u662f\u505a\u9ad8\u6027\u80fd\u5b58\u50a8\u7684\u4e91\u6d77\u7a81\u7136\u201c\u5750\u5728\u4e86\u98ce\u53e3\u4e0a\u201d\uff0c\u627f\u63a5\u4e86\u8fd9\u4e00\u8f6e\u6280\u672f\u7ea2\u5229\u800c\u6b65\u5165\u5feb\u901f\u53d1\u5c55\u9636\u6bb5\u3002<\/p>\n

\u81ea\u8eab\u4e1a\u52a1\u7684\u4e30\u5bcc\u6027\uff0c\u4ee5\u53ca\u957f\u671f\u624e\u6839\u4ea7\u4e1a\u7684\u5177\u4f53\u573a\u666f\u4e2d\uff0c\u624d\u4f1a\u51fa\u73b0\u62c9\u901a\u5404\u5bb6\u5b58\u529b\u6027\u80fd\u65f6\uff0c\u4eac\u4e1c\u4e91\u4e91\u6d77\u5728IOPS\u3001\u5e26\u5bbd\u4e0e\u65f6\u5ef6\u6570\u636e\u7684\u7a81\u51fa\u8868\u73b0\u3002<\/p>\n

\u5361\u4f4d\u5927\u6a21\u578b\u65f6\u4ee3\u7684\u5b58\u50a8<\/strong><\/h2>\n

2008\u5e74\u7684\u4e00\u573a\u6625\u8fd0\uff0c\u6380\u8d77\u4e86\u9ad8\u94c1\u66ff\u6362\u4f20\u7edf\u5185\u71c3\u673a\u5217\u8f66\u7684\u5927\u5e55\uff0c\u8fd9\u624d\u6709\u4e86\u6d77\u5916\u6e38\u5ba2\u4e3a\u4e4b\u60ca\u53f9\u7684\u56db\u901a\u516b\u8fbe\u7684\u9ad8\u94c1\u4ea4\u901a\u7cfb\u7edf\u3002\u4e8b\u5b9e\u4e0a\uff0c\u57fa\u7840\u8bbe\u65bd\u7684\u8d85\u524d\u914d\u7f6e\u6070\u662f\u4e2d\u56fd\u7ecf\u6d4e\u3001\u79d1\u6280\u53d1\u5c55\u7684\u4e00\u9879\u6838\u5fc3\u52a8\u80fd\u3002<\/p>\n

\u5177\u4f53\u5230AI\u7684\u53d1\u5c55\u8f68\u8ff9\uff0c\u6211\u4eec\u867d\u4e0d\u80fd\u900f\u8fc7\u5927\u6a21\u578b\u7814\u53d1\u7684\u201c\u9ed1\u7bb1\u201d\u7aa5\u89c1\u8fd9\u4e48\u4e00\u4e2a\u786e\u5b9a\u7684\u65f6\u523b\uff0c\u4f46\u53ef\u4ee5\u786e\u8ba4\u7684\u662f\uff0c\u5728\u7b97\u529b\u7126\u8651\u5f00\u59cb\u6f14\u53d8\u6210\u201c\u7b97\u6548\u201d\u7126\u8651\u7684\u5f53\u4e0b\uff0c\u5b58\u50a8\u6027\u80fd\u4e5f\u662f\u65f6\u5019\u8fce\u5934\u8d76\u4e0a\u3002\u800c\u6ee1\u8db3\u5927\u6a21\u578b\u65f6\u4ee3\u7684\u5b58\u50a8\u9700\u6c42\uff0c\u4e5f\u6210\u4e3a\u4eac\u4e1c\u4e91\u4e91\u6d77\u201c\u5361\u4f4d\u6218\u201d\u7684\u6838\u5fc3\u76ee\u6807<\/strong>\u3002<\/p>\n

<\/figure>\n

\u524d\u6587\u63d0\u5230\uff0c\u4eceAI\u8bad\u7ec3\u7684\u9700\u6c42\u6765\u770b\uff0c\u5b58\u50a8\u6027\u80fd\u7684\u8003\u91cf\u4e3b\u8981\u96c6\u4e2d\u5728IOPS\u3001\u65f6\u5ef6\u4e0e\u5e26\u5bbd\u4e0a\u3002<\/p>\n

IOPS\u6307\u7684\u662f\u6bcf\u79d2\u8f93\u5165\u8f93\u51fa\u64cd\u4f5c\u6b21\u6570\uff0c\u4f5c\u4e3a\u8861\u91cf\u5b58\u50a8\u6027\u80fd\u7684\u91cd\u8981\u6307\u6807\uff0cIOPS\u8d8a\u9ad8\uff0c\u8bbe\u5907\u68c0\u7d22\u6216\u5b58\u50a8\u6570\u636e\u7684\u901f\u5ea6\u8d8a\u5feb\u3002\u8bf4\u767d\u4e86\uff0c\u5b58\u50a8\u7684\u5e76\u53d1\u541e\u5410\u91cf\u5b9e\u9645\u4e0a\u51b3\u5b9a\u4e86\u6a21\u578b\u672c\u8eab\u521a\u6027\u7684\u8bfb\u53d6\u4e0e\u5199\u5165\u901f\u5ea6\u3002<\/p>\n

\u53e6\u4e00\u65b9\u9762\uff0cAI\u8bad\u7ec3PB\u7ea7\u6570\u636e\u89c4\u6a21\u4e0b\u7684\u968f\u673a\u8bbf\u95ee\u597d\u6bd4\u4eba\u6ee1\u4e3a\u60a3\u7684\u8d85\u5e02\u3002\u4e0d\u8bba\u8d85\u5e02\u589e\u52a0\u591a\u5c11\u552e\u8d27\u5458\uff0c\u53ea\u8981\u552e\u8d27\u5458\u7684\u6548\u7387\u4e0d\u9ad8\uff0c\u987e\u5ba2\u4fbf\u4f1a\u5728\u4e0d\u540c\u961f\u5217\u4e2d\u5f80\u8fd4\u7b49\u5f85\uff0c\u5f85\u8bad\u7ec3\u6846\u67b6\u541e\u5410\u7684\u6570\u636e\u4e5f\u662f\u5982\u6b64\u2014\u2014\u7a7a\u6709IOPS\u800c\u77ed\u4e8e\u65f6\u5ef6\u7684\u6027\u80fd\u6ca1\u6709\u4efb\u4f55\u610f\u4e49\u3002<\/p>\n

\u5e26\u7740\u8fd9\u6837\u7684\u6807\u51c6\u5ba1\u89c6\u4eac\u4e1c\u4e91\u4e91\u6d77\u7684\u6027\u80fd\u8868\u73b0\uff0c\u4e0d\u8bba\u662f\u6253\u5e95\u7684\u5343\u4e07\u7ea7IOPS\uff0c\u8fd8\u662f\u57fa\u4e8eRDMA\u8c03\u4f18\uff0c\u505a\u5230\u5355\u4e2a\u5c0f\u6587\u4ef6\u8bbf\u95ee\u65f6\u5ef6\u5e73\u5747100\u5fae\u79d2\uff0c\u6211\u4eec\u90fd\u80fd\u770b\u51fa\u4eac\u4e1c\u4e91\u4e91\u6d77\u5361\u4f4dAI\u5b58\u50a8\u7684\u5e95\u6c14\u6240\u5728\u3002<\/p>\n

\u66f4\u91cd\u8981\u7684\u662f\uff0c\u5176\u5728\u6570\u636e\u4f20\u8f93\u7684\u5e26\u5bbd\u5229\u7528\u7387\u4e0a\u4e5f\u63a5\u8fd1\u6781\u81f4\u6c34\u51c6\u3002\u5728400GB\u7684IB\u7f51\u7edc\u4e2d\uff0c\u4eac\u4e1c\u4e91\u4e91\u6d77\u5b58\u50a8\u7684\u5e26\u5bbd\u5229\u7528\u7387\u538b\u69a8\u5230\u4e8684%\u5de6\u53f3\uff0c\u8fd9\u4e00\u6307\u6807\u5df2\u7136\u63a5\u8fd1\u7406\u8bba\u6781\u9650\u3002<\/p>\n

\u968f\u7740\u6027\u80fd\u7684\u201c\u786c\u63d0\u5347\u201d\uff0c\u5b58\u50a8\u6027\u80fd\u4e0eGPU\u4e4b\u95f4\u7684\u201c\u5c0f\u9a6c\u62c9\u5927\u8f66\u201d\u5173\u7cfb\u8fce\u5203\u800c\u89e3\uff0c\u4eac\u4e1c\u4e91\u4e91\u6d77\u4ea6\u501f\u6b64\u4e8e\u5b58\u50a8\u884c\u4e1a\u5361\u4f4f\u4e86\u81ea\u5df1\u7684\u8eab\u4f4d\u3002\u4f46\u7d27\u968f\u5176\u540e\u7684\u662f\u81ea\u5185\u90e8\u4e1a\u52a1\u573a\u666f\u8d70\u5411\u66f4\u5e7f\u9614\u7684\u5929\u5730\uff0c\u5728\u5176\u6781\u81f4\u6027\u80fd\u8d70\u8fdb\u5b9e\u9645\u573a\u666f\u7684\u8fc7\u7a0b\u4e2d\uff0c\u8fd8\u5c11\u4e0d\u4e86\u201c\u8f6f\u9002\u914d\u201d\u3002<\/p>\n

\u4f5c\u4e3a\u4e0d\u663e\u4e8e\u4eba\u524d\u7684\u5e95\u5c42\u57fa\u7840\u8bbe\u65bd\uff0c\u5b58\u50a8\u4e0d\u6d89\u53ca\u5177\u4f53\u5e94\u7528\u5c42\u4ea7\u54c1\uff0c\u5728\u7406\u8bba\u4e0a\u6ca1\u6709\u5b9a\u5236\u5316\u7684\u9700\u8981\u3002\u5b9e\u9645\u4e0a\uff0c\u4e0d\u540c\u884c\u4e1a\u7684\u6570\u636e\u5b58\u50a8\u4e60\u60ef\u4e0e\u4e1a\u52a1\u573a\u666f\u5343\u5dee\u4e07\u522b\uff0c\u5b58\u50a8\u4ea7\u54c1\u672c\u8eab\u4ea6\u9700\u8981\u56e0\u5730\u5236\u5b9c\u7684\u8c03\u4f18\u3002<\/p>\n

\u4f8b\u5982\u5f53\u4e0b\u6b63\u56f4\u7ed5\u667a\u9a7e\u5c55\u5f00\u8089\u640f\u7684\u8f66\u4f01\uff0c\u5176\u5b58\u50a8\u9700\u6c42\u4fbf\u96c6\u4e2d\u5728\u8def\u51b5\u6216\u8f66\u673a\u5b9e\u65f6\u91c7\u96c6\u7684\u6570\u636e\u5b58\u50a8\uff0c\u4ee5\u53ca\u8fd9\u4e9b\u6570\u636e\u6e56\u4ed3\u4e00\u4f53\u5316\u6e05\u6d17\u540e\uff0c\u9ad8\u6548\u8c03\u7528\u6765\u8bad\u7ec3\u667a\u9a7e\u6a21\u578b\u4e24\u65b9\u9762\u3002\u5c24\u5176\u662f\u540e\u8005\uff0c\u201c\u4e00\u65e6\u9ad8\u7aefGPU\u96c6\u7fa4\u6709\u95f2\u7f6e5%\u5de6\u53f3\u7684\u65f6\u95f4\uff0c\u4ed6\u7684\u6210\u672c\u5c31\u76f8\u5f53\u4e8e\u8981\u91cd\u5efa\u4e00\u5957\u5206\u5e03\u5f0f\u5b58\u50a8\u7684\u96c6\u7fa4\u3002\u201d<\/p>\n

\u6211\u4eec\u4e86\u89e3\u5230\uff0c\u8fdb\u5165\u56fd\u5185\u67d0\u667a\u9a7e\u5b9e\u529b\u73a9\u5bb6L3\u4e0eL4\u6a21\u578b\u7814\u53d1\u4e2d\u7684\u4eac\u4e1c\u4e91\u4e91\u6d77\uff0c\u6ee1\u8db3\u4e86\u8be5\u4f01\u4e1a\u4e0a\u767e\u4e2aGPU\u8ba1\u7b97\u8282\u70b9\u5728\u6a21\u578b\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u8bbf\u95ee\u5b58\u50a8\u6570\u636e\uff0c\u5e76\u5e94\u5bf9\u8ba1\u7b97\u8282\u70b9\u7684\u9ad8\u5e76\u53d1\u8bbf\u95ee\u7684\u9700\u6c42\u3002<\/p>\n

\u4e91\u7aef\u4e4b\u4e0b\uff0c\u9762\u5bf9\u4e3b\u8981\u91c7\u7528\u4e00\u4f53\u673a\u4e3a\u5b58\u50a8\u8bbe\u65bd\u7684\u533b\u7597\u884c\u4e1a\uff0c\u4eac\u4e1c\u4e91\u4e91\u6d77\u4ea6\u4f1a\u5728\u7edf\u4e00\u5b58\u50a8\u5f15\u64ce\u7684\u5e73\u53f0\u57fa\u7840\u4e0a\uff0c\u5411\u96c6\u6210\u5546\u3001ISV\u5f00\u653e\u4e0d\u540c\u80fd\u529b\uff0c\u5171\u540c\u7ed3\u5408\u5177\u4f53\u7684\u914d\u7f6e\u5bb9\u91cf\u3001\u76d8\u7684\u4e2a\u6570\u3001\u89c4\u6a21\u4e0e\u5b58\u50a8\u4ecb\u8d28\u505a\u6df1\u5ea6\u5b9a\u5236\u3002<\/p>\n

\u81ea2023\u5e74\u6b63\u5f0f\u6b65\u5165\u5916\u90e8\u5e02\u573a\u7684\u4eac\u4e1c\u4e91\u4e91\u6d77\uff0c\u76ee\u524d\u5df2\u5f00\u62d3\u4e86\u5305\u62ec\u6c7d\u8f66\u3001\u94f6\u884c\u3001\u5238\u5546\u3001\u96f6\u552e\u7b49\u9886\u57df\u8d85100\u5bb6\u5927\u578b\u4f01\u4e1a\u3002\u8fc4\u4eca\u4e3a\u6b62\uff0c\u5176\u672a\u66fe\u51fa\u73b0\u8fc7\u4efb\u4f55\u670d\u52a1\u4e2d\u65ad\u7684\u6545\u969c\u3002<\/p>\n

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