{"id":75165,"date":"2026-02-11T17:06:15","date_gmt":"2026-02-11T09:06:15","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/75165.html"},"modified":"2026-02-11T17:06:15","modified_gmt":"2026-02-11T09:06:15","slug":"%e8%b6%85%e8%8a%82%e7%82%b9%e7%ae%97%e5%8a%9b%e9%9d%a9%e5%91%bd%e4%ba%94%ef%bc%89-%e8%b6%85%e8%8a%82%e7%82%b9%e5%ba%94%e7%94%a8%e5%9c%ba%e6%99%af%e5%88%86%e6%9e%90","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/75165.html","title":{"rendered":"\u8d85\u8282\u70b9\u7b97\u529b\u9769\u547d(\u4e94\uff09| \u8d85\u8282\u70b9\u5e94\u7528\u573a\u666f\u5206\u6790"},"content":{"rendered":"<p><span style=\"color:#0f2385\">\u3010\u524d\u6587\u56de\u987e\u3011<\/span>\u8d85\u8282\u70b9\u751f\u6001\u6b63\u5904\u5728\u4e00\u4e2a\u6280\u672f\u7206\u70b8\u3001\u6807\u51c6\u91cd\u5851\u3001\u7fa4\u96c4\u9010\u9e7f\u7684\u65f6\u4ee3\u3002\u5f53\u524d\u8d85\u8282\u70b9\u4ea7\u4e1a\u94fe\u5df2\u5f62\u6210\u5668\u4ef6\u3001\u6574\u673a\u3001\u8f6f\u4ef6\u3001\u670d\u52a1\u56db\u5c42\u534f\u540c\u4f53\u7cfb\u3002\u4ece\u5e95\u5c42\u7684\u5668\u4ef6\u521b\u65b0&#xff0c;\u5230\u9876\u5c42\u7684\u670d\u52a1\u843d\u5730&#xff0c;\u518d\u5230\u5f00\u653e\u7684\u751f\u6001\u5408\u4f5c\u4e0e\u590d\u6742\u7684\u5f02\u6784\u878d\u5408&#xff0c;\u6bcf\u4e00\u4e2a\u73af\u8282\u90fd\u5145\u6ee1\u4e86\u6311\u6218\u4e0e\u673a\u9047\u30022026\u5e74\u5c06\u6210\u4e3a\u8d85\u8282\u70b9\u89c4\u6a21\u5316\u5546\u7528\u62d0\u70b9,\u672a\u6765\u751f\u6001\u7ade\u4e89\u5c06\u4ece\u786c\u4ef6\u6027\u80fd\u8f6c\u5411\u8f6f\u786c\u534f\u540c\u80fd\u529b&#xff0c;\u5f00\u653e\u534f\u8bae\u4e0e\u8de8\u5382\u5546\u9002\u914d\u6210\u4e3a\u5236\u80dc\u6838\u5fc3\u3002<\/p>\n<hr \/>\n<p style=\"margin-left:16px;margin-right:16px;text-align:justify\">\u672c\u7bc7\u5c06\u805a\u7126\u4e8e\u8d85\u8282\u70b9\u5728\u5173\u952e\u9886\u57df\u7684\u5e94\u7528&#xff0c;\u4ece\u5927\u89c4\u6a21\u8bad\u7ec3\u3001\u5927\u6a21\u578b\u63a8\u7406\u3001\u591a\u6a21\u6001AI\u3001\u9ad8\u6027\u80fd\u8ba1\u7b97(HPC)\u3001\u751f\u6210\u5f0f\u63a8\u8350&#xff0c;\u5230\u5927\u6570\u636e\u5206\u6790\u3001\u5206\u5e03\u5f0f\u5b58\u50a8\u3001\u9ad8\u6027\u80fd\u6570\u636e\u5e93\u3001\u6781\u901f\u8bc1\u5238\u4ea4\u6613&#xff0c;\u5206\u6790\u5404\u573a\u666f\u7684\u6280\u672f\u6311\u6218\u3001\u89e3\u51b3\u65b9\u6848\u4e0e\u8d85\u8282\u70b9\u6240\u5e26\u6765\u7684\u5177\u4f53\u6536\u76ca\u3002<\/p>\n<\/p>\n<p style=\"text-align:center\"><span style=\"color:#1766f4\"><span style=\"color:#0f2385\">\u8d85\u8282\u70b9\u6838\u5fc3\u6280\u672f\u7a81\u7834\u6027\u4ef7\u503c<\/span><\/span><\/p>\n<\/p>\n<p style=\"margin-left:16px;margin-right:16px\">\u8d85\u8282\u70b9\u662f\u4e00\u79cd\u4ee5\u901a\u4fe1\u4e3a\u4e2d\u5fc3&#xff0c;\u901a\u8fc7\u8f6f\u786c\u4ef6\u534f\u540c\u8bbe\u8ba1&#xff0c;\u5c06\u5927\u89c4\u6a21\u8ba1\u7b97\u8d44\u6e90\u6c60\u5316\u5e76\u5448\u73b0\u4e3a\u5355\u4e00\u7cfb\u7edf\u7684\u65b0\u578b\u8ba1\u7b97\u67b6\u6784\u3002\u5b83\u7684\u51fa\u73b0&#xff0c;\u6807\u5fd7\u7740\u8ba1\u7b97\u57fa\u7840\u8bbe\u65bd\u4ece\u201c\u91cf\u53d8\u201d\u7684\u5806\u780c\u8d70\u5411\u4e86\u201c\u8d28\u53d8\u201d\u7684\u7cfb\u7edf\u6027\u878d\u5408&#xff0c;\u662f\u5e94\u5bf9\u540e<span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u4e07\u4ebf\u5927\u6a21\u578b<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u65f6\u4ee3\u7b97\u529b\u6311\u6218\u7684\u5173\u952e\u8def\u5f84\u3002<\/span><\/span><\/p>\n<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\u56fe\u7247\" class=\"rich_pages wxw-img\" height=\"512\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260211090609-698c46812c230.png\" width=\"1080\" \/><\/p>\n<p style=\"margin-left:16px;margin-right:16px\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u8d85\u8282\u70b9\u662f<\/span><\/span><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u5c06\u5927\u91cf\u8ba1\u7b97\u82af\u7247\u7d27\u5bc6\u8026\u5408\u4e3a\u5355\u4e00\u9ad8\u901f\u4e92\u8fde\u57df\u7684\u6280\u672f\u67b6\u6784<\/span><\/span><\/p>\n<p style=\"margin-left:16px;margin-right:16px\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u2460<\/span><\/span><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u5927\u5e26\u5bbd<\/span><\/span><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">&#xff1a;<\/span><\/span><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u6253\u7834\u6570\u636e\u4f20\u8f93\u58c1\u58c1\u5792<\/span><\/span><\/p>\n<p style=\"margin-left:16px;margin-right:16px\"><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u4f20\u7edf\u6570\u636e\u4e2d\u5fc3\u91c7\u7528\u4ee5\u592a\u7f51\u6216<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">RDMA\u7f51\u7edc\u8054\u63a5<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u8ba1\u7b97\u8282\u70b9&#xff0c;\u867d\u7136\u5e26\u5bbd\u4e0d\u65ad\u63d0\u5347&#xff0c;\u4f46\u5728\u5927\u89c4\u6a21\u3001\u9ad8\u5bc6\u5ea6\u7684AI\u8bad\u7ec3\u4e2d&#xff0c;\u8282\u70b9\u95f4\u7684\u901a\u4fe1\u5f00\u9500\u4ecd\u662f\u4e3b\u8981\u74f6\u9888\u3002<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u8d85\u8282\u70b9\u901a\u8fc7\u4e13\u6709\u7684\u7247\u95f4\/\u8282\u70b9\u95f4\u4e92\u8054\u6280\u672f&#xff0c;\u5c06\u901a\u4fe1\u5e26\u5bbd\u63d0\u5347\u4e86\u6570\u4e2a\u6570\u91cf\u7ea7<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u3002<\/span><\/span>\u4ee5\u534e\u4e3aCloudMatrix384\u8d85\u8282\u70b9\u4e3a\u4f8b&#xff0c;\u5176\u5355\u5361\u4e92\u8054\u5e26\u5bbd\u8fbe\u5230800GB\/s&#xff0c;<span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u8fdc\u8d85\u4f20\u7edfPCle\/\u4ee5\u592a\u7f51\u67b6\u6784<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">&#xff0c;<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">384\u8282\u70b9\u5185Scale UP\u4e92\u8054\u5e26\u5bbd\u8d85\u8fc7240TB\/s&#xff0c;<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u5b9e\u73b0\u4e86\u82af\u7247\u95f4\u524d\u6240\u672a\u6709\u7684\u5e26\u5bbd\u6c34\u5e73\u3002<\/span><\/span><\/p>\n<p style=\"margin-left:16px;margin-right:16px\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u2461\u4f4e\u65f6\u5ef6:\u5b9e\u73b0\u9ad8\u6548\u7d27\u5bc6\u534f\u540c<\/span><\/span><\/p>\n<p style=\"margin-left:16px;margin-right:16px\"><span style=\"background-color:#ffffff\"><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u5f53\u524d<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u5927\u6a21\u578b\u8bad\u7ec3\u4e0e\u63a8\u7406<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u7684\u5b9e\u73b0\u4f9d\u8d56\u5e76\u884c\u8ba1\u7b97\u3002<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u5728\u9700\u8981\u9891\u7e41\u3001<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u5927<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u6279\u91cf\u6570\u636e\u4ea4\u6362\u7684<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u5e76\u884c<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u8ba1\u7b97\u4efb\u52a1\u4e2d&#xff0c;\u901a\u4fe1\u5ef6\u8fdf\u662f\u51b3\u5b9a\u6574\u4f53\u6027\u80fd\u7684\u5173\u952e\u3002\u8d85\u8282\u70b9\u7684\u67b6\u6784\u8bbe\u8ba1\u5c06\u901a\u4fe1\u8def\u5f84\u6781\u81f4\u7f29\u77ed<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">&#xff0c;<\/span><\/span>\u663e\u8457\u964d\u4f4e\u4e86\u82af\u7247\u95f4\u901a\u4fe1\u5ef6\u8fdf\u3002\u8fd9\u79cd\u4f4e\u65f6\u5ef6\u7279\u6027\u5728AI\u8bad\u7ec3\u3001AI\u63a8\u7406\u548c<span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u79d1\u5b66\u8ba1\u7b97<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u7b49<\/span><\/span>\u573a\u666f\u4e2d\u5c24\u4e3a\u91cd\u8981&#xff0c;\u53ef\u4f7f\u6574\u4f53\u7cfb\u7edf\u54cd\u5e94\u901f\u5ea6\u5927\u5e45\u63d0\u5347\u3002<\/span><\/p>\n<p style=\"margin-left:16px;margin-right:16px\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u2462\u8d44\u6e90\u6c60\u5316<\/span><\/span><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">&#xff1a;<\/span><\/span><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u6784\u5efa\u5de8\u578b<\/span><span style=\"color:#0f2385\">\u201c\u8ba1\u7b97\u673a\u201d<\/span><\/span><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">&#xff0c;<\/span><\/span><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u62e5\u6709\u5de8\u5927\u7684\u8ba1\u7b97\u8d44\u6e90\u548c\u5185\u5b58\u8d44\u6e90<\/span><\/span><\/p>\n<p style=\"margin-left:16px;margin-right:16px\"><span style=\"background-color:#ffffff\">\u8d85\u8282\u70b9\u901a\u8fc7\u9ad8\u901f\u4e92\u8054\u603b\u7ebf\u548c\u5185\u5b58\u7edf\u4e00\u7f16\u5740\u6280\u672f&#xff0c;\u5c06\u5206\u6563\u7684\u8ba1\u7b97\u8d44\u6e90\u3001\u5185\u5b58\u548c\u5b58\u50a8\u6574\u5408\u4e3a\u5171\u4eab\u8d44\u6e90\u6c60\u3002\u8d85<span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u8282\u70b9\u9ad8\u5e26\u5bbd\u3001\u4f4e\u5ef6\u8fdf\u7684\u4e92\u8054\u7f51\u7edc\u6253\u7834\u4e86\u7269\u7406\u670d\u52a1\u5668\u7684\u5185\u5b58\u5899&#xff0c;\u5c06\u6240\u6709\u8ba1\u7b97\u5355\u5143\u7684\u5185\u5b58&#xff08;HBM&#xff09;\u548c\u7cfb\u7edf\u5185\u5b58&#xff08;DDR&#xff09;\u6c47\u805a\u6210\u4e00\u4e2a\u7edf\u4e00\u7684\u3001\u53ef\u7531\u4efb\u4f55\u8ba1\u7b97\u5355\u5143\u8bbf\u95ee\u7684\u5de8\u5927\u5185\u5b58\u6c60 \u3002<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u534e\u4e3aCloudMatrix 384<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u00a0\u5e73\u53f0\u62e5\u6709\u9ad8\u8fbe4<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">8<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">TB<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">&#xff0c;<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u82f1\u4f1f\u8fbeNVL72<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u00a0\u5e73\u53f0\u63d0\u4f9b\u4e86\u9ad8\u8fbe13.5 TB\u5185\u5b58<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">&#xff0c;<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u8fd9\u4f7f\u5f97\u6574\u4e2a\u673a\u67dc\u53ef\u4ee5\u76f4\u63a5\u5bb9\u7eb3\u4e07\u4ebf\u53c2\u6570\u7ea7\u522b\u7684<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u5927<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u6a21\u578b&#xff0c;\u65e0\u9700\u8fdb\u884c\u590d\u6742\u7684\u6a21\u578b\u5207\u5206\u548c\u8de8\u8282\u70b9\u6570\u636e\u52a0\u8f7d&#xff0c;\u4ece\u6839\u672c\u4e0a\u7b80\u5316\u4e86\u8d85\u5927\u6a21\u578b\u7684\u8bad\u7ec3\u548c\u63a8\u7406\u8fc7\u7a0b\u3002<\/span><\/span><\/span><\/p>\n<p style=\"margin-left:16px;margin-right:16px\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u2463\u9ad8\u53ef\u9760\u7a33\u5b9a\u6027:\u652f\u6491\u8d85\u5927\u89c4\u6a21\u6301\u7eed\u8ba1\u7b97<\/span><\/span><\/p>\n<p style=\"margin-left:16px;margin-right:16px\"><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u5927\u89c4\u6a21AI\u8bad\u7ec3\u7b49\u4efb\u52a1\u901a\u5e38\u9700\u8981\u6301\u7eed\u8fd0\u884c\u6570\u5468\u751a\u81f3\u6570\u6708&#xff0c;\u5bf9\u7cfb\u7edf\u7684\u7a33\u5b9a\u6027\u548c\u53ef\u9760\u6027\u63d0\u51fa\u4e86\u6781\u9ad8\u7684\u8981\u6c42\u3002\u8d85\u8282\u70b9\u67b6\u6784\u901a\u8fc7<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u4e00\u4f53\u5316\u8bbe<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u3001<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u7cfb\u7edf\u7ea7\u4f18\u5316<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u3001<\/span><\/span>\u5197\u4f59\u8bbe\u8ba1\u4e0e\u5feb\u901f\u6545\u969c\u5207\u6362\u673a\u5236<span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">&#xff0c;\u63d0\u5347\u4e86\u6574\u4f53\u7684\u53ef\u9760\u6027<\/span><\/span>&#xff0c;\u786e\u4fdd\u7cfb\u7edf\u957f\u671f\u7a33\u5b9a\u8fd0\u884c\u3002\u534e\u4e3a\u8d85\u8282\u70b9<span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">CloudMatrix 384<\/span><\/span>\u652f\u6301\u4e07\u5361\u7ea7\u96c6\u7fa4\u768440\u5929\u4e0d\u95f4\u65ad\u8bad\u7ec3&#xff0c;\u800c\u4f20\u7edf\u96c6\u7fa4\u901a\u5e38\u56e0\u901a\u4fe1\u95ee\u9898\u5bfc\u81f4\u8bad\u7ec3\u4e2d\u65ad&#xff0c;\u9700\u91cd\u65b0\u5f00\u59cb\u3002<\/p>\n<p style=\"margin-left:16px;margin-right:16px\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u8d85\u8282\u70b9\u63a8\u52a8\u4ea7\u4e1a\u4ece<\/span><span style=\"color:#0f2385\">&#034;\u5355\u70b9\u6027\u80fd\u6bd4\u62fc&#034;\u8fc8\u5165&#034;\u7cfb\u7edf\u7ea7\u6548\u7387\u7ade\u4e89\u201d<\/span><\/span><\/p>\n<p style=\"margin-left:16px;margin-right:16px\">\u8d85\u8282\u70b9\u901a\u8fc7\u7cfb\u7edf\u7ea7\u4f18\u5316&#xff0c;\u771f\u6b63\u5b9e\u73b0\u4e86&#034;\u8ba9\u96c6\u7fa4\u50cf\u4e00\u53f0\u8ba1\u7b97\u673a\u4e00\u6837\u5de5\u4f5c&#034;\u7684\u613f\u666f&#xff0c;\u7b97\u529b\u5229\u7528\u7387\u5927\u5e45\u63d0\u5347&#xff0c;\u5355\u4f4d\u63a8\u7406\u6210\u672c\u7684\u6307\u6570\u7ea7\u4e0b\u964d\u3002\u8d85\u8282\u70b9\u89e3\u51b3\u901a\u4fe1\u5899\u74f6\u9888&#xff0c;\u4f20\u7edfAI\u96c6\u7fa4\u968f\u7740\u89c4\u6a21\u6269\u5927&#xff0c;\u901a\u4fe1\u5f00\u9500\u5360\u6bd4\u6025\u5267\u4e0a\u5347\u3002\u7814\u7a76\u8868\u660e&#xff0c;\u5343\u4ebf\u53c2\u6570\u6a21\u578b\u8bad\u7ec3\u65f6&#xff0c;\u8de8\u8282\u70b9\u901a\u4fe1\u5f00\u9500\u53ef\u9ad8\u8fbe35%\u3002\u8d85\u8282\u70b9\u901a\u8fc7\u9ad8\u5e26\u5bbd\u3001\u4f4e\u65f6\u5ef6\u4e92\u8054&#xff0c;\u5c06\u901a\u4fe1\u5e26\u5bbd\u5229\u7528\u7387\u4ece\u4f20\u7edf\u67b6\u6784\u768460-80%\u63d0\u5347\u81f392%\u4ee5\u4e0a&#xff0c;\u663e\u8457\u964d\u4f4e\u901a\u4fe1\u5f00\u9500\u3002<\/p>\n<\/p>\n<p style=\"text-align:center\"><span style=\"color:#1766f4\"><span style=\"color:#000000\"><span style=\"color:#0f2385\">\u8d85\u8282\u70b9\u5e94\u7528\u573a\u666f<\/span><span style=\"color:#0f2385\">01&#xff1a;<\/span><\/span><\/span><\/p>\n<p style=\"text-align:center\"><span style=\"color:#1766f4\"><span style=\"color:#000000\"><span style=\"color:#0f2385\">\u5927\u89c4\u6a21AI\u8bad\u7ec3<\/span><\/span><\/span><\/p>\n<\/p>\n<p style=\"margin-left:16px;margin-right:16px\">\n<p style=\"margin-left:16px;margin-right:16px\">AI\u5927\u6a21\u578b\u7684\u51fa\u73b0&#xff0c;\u5c24\u5176\u662f\u53c2\u6570\u91cf\u4ece\u767e\u4ebf\u3001\u5343\u4ebf\u5411\u4e07\u4ebf\u8fc8\u8fdb&#xff0c;\u5bf9\u7b97\u529b\u7684\u9700\u6c42\u8fbe\u5230\u4e86\u524d\u6240\u672a\u6709\u7684\u9ad8\u5ea6<span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u3002<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u4e07\u4ebf\u53c2\u6570\u5927\u6a21\u578b\u7684\u9884\u8bad\u7ec3\u9700\u8981\u5728PB\u7ea7\u7684\u6d77\u91cf\u6570\u636e\u4e0a\u8fdb\u884c\u957f\u8fbe\u6570\u5468\u751a\u81f3\u6570\u6708\u7684\u8ba1\u7b97\u3002\u8fc7\u7a0b\u6d89\u53ca\u9891\u7e41\u7684<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u5168\u5c40\u68af\u5ea6\u540c\u6b65\u548c\u6a21\u578b\u53c2\u6570\u4ea4\u6362<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">&#xff0c;\u5bf9\u8ba1\u7b97\u96c6\u7fa4\u7684<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u5e76\u884c\u8ba1\u7b97\u6548\u7387\u548c\u7f51\u7edc\u901a\u4fe1<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u80fd\u529b\u63d0\u51fa\u4e86\u6781\u81f4\u8981\u6c42<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u3002<\/span><\/span><\/p>\n<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\u56fe\u7247\" class=\"rich_pages wxw-img\" height=\"543\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260211090609-698c4681caea7.png\" width=\"1080\" \/><\/p>\n<p style=\"margin-left:16px;margin-right:16px\"><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f7\"><span style=\"color:#0f2385\">\u5927\u6a21\u578b\u8bad\u7ec3\u7684<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\"><span style=\"color:#0f2385\">\u6280\u672f\u6311\u6218<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">&#xff1a;<\/span><\/span><\/p>\n<ul style=\"margin-left:16px;margin-right:16px\">\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u901a\u4fe1\u74f6\u9888<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u4e07\u4ebf\u53c2\u6570\u6a21\u578b\u7684\u8bad\u7ec3\u6d89\u53ca\u591a\u79cd\u5e76\u884c\u7b56\u7565\u3002\u6570\u636e\u5e76\u884c<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">&#xff08;<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">DP<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">&#xff09;<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u4e2d\u7684All-Reduce\u68af\u5ea6\u540c\u6b65\u3001\u5f20\u91cf\u5e76\u884c<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">&#xff08;<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">TP<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">&#xff09;<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u4e2d\u7684\u6570\u636e\u5207\u7247\u4ea4\u6362\u3001\u6d41\u6c34\u7ebf\u5e76\u884c<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">&#xff08;<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">PP<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">&#xff09;<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u4e2d\u7684\u6fc0\u6d3b\u503c\u548c\u68af\u5ea6\u4f20\u9012&#xff0c;\u90fd\u4f1a\u5728\u6570\u5343\u4e2aGPU\u4e4b\u95f4\u4ea7\u751f\u5de8\u5927\u7684\u901a\u4fe1\u6d41\u91cf\u3002\u5728\u4f20\u7edf\u7f51\u7edc\u4e0b&#xff0c;\u901a\u4fe1\u65f6\u95f4\u751a\u81f3\u4f1a\u8d85\u8fc7\u8ba1\u7b97\u65f6\u95f4<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">&#xff08;<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u901a\u4fe1\u4e0d\u80fd\u88ab\u6709\u6548\u63a9\u76d6<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">&#xff09;<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">&#xff0c;<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u5bfc\u81f4GPU\u5229\u7528\u7387&#xff08;MFU, Model FLOPs Utilization&#xff09;<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u52a3\u5316<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u00a0\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u7ebf\u6027<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u6269\u5c55\u6548\u7387&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u968f\u7740\u96c6\u7fa4\u89c4\u6a21\u7684\u6269\u5927&#xff0c;\u901a\u4fe1\u5f00\u9500\u5448\u975e\u7ebf\u6027\u589e\u957f&#xff0c;\u5bfc\u81f4<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u6574\u4f53\u8bad\u7ec3\u6027\u80fd\u7684\u63d0\u5347\u8fdc\u4f4e\u4e8e\u8ba1\u7b97\u8282\u70b9\u7684\u7ebf\u6027\u589e\u52a0<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">&#xff0c;\u5373\u201c\u6269\u5c55\u6548\u7387\u201d\u6025\u5267\u4e0b\u964d\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u5185\u5b58\u5bb9\u91cf&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u5355\u4e2aGPU\u7684\u663e\u5b58&#xff08;NVIDIA H100<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">80GB&#xff09;\u8fdc\u4e0d\u8db3\u4ee5\u5bb9\u7eb3\u6574\u4e2a<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u6a21\u578b\u53c2\u6570\u3001\u68af\u5ea6\u548c\u4f18\u5316\u5668\u72b6\u6001<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">&#xff0c;\u5fc5\u987b\u91c7\u7528\u590d\u6742\u7684<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u6a21\u578b\u5207\u5206\u548c\u6570\u636e\u5378\u8f7d\u6280\u672f<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u8bad\u7ec3\u7a33\u5b9a\u6027\u5dee<\/span><span style=\"color:#0f2385\">:\u00a0<\/span><\/span><\/span>\u5927\u89c4\u6a21\u96c6\u7fa4\u6613\u53d7\u5355\u70b9\u6545\u969c\u5f71\u54cd&#xff0c;\u4f20\u7edf\u96c6\u7fa4\u901a\u5e38\u96be\u4ee5\u5b9e\u73b0\u957f\u671f\u7a33\u5b9a\u8bad\u7ec3&#xff0c;\u800cAl\u5927\u6a21\u578b\u8bad\u7ec3\u5468\u671f\u957f\u8fbe\u6570\u5468\u81f3\u6570\u6708\u3002<\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left:16px;margin-right:16px\"><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\"><span style=\"color:#0f2385\">\u8d85\u8282\u70b9\u6280\u672f\u5b9e\u73b0&#xff1a;<\/span><\/span><\/span><\/p>\n<ul style=\"margin-left:16px;margin-right:16px\">\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u6781\u81f4\u4f18\u5316\u7684\u5e76\u884c\u8ba1\u7b97&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">AI\u5927\u6a21\u578b\u91c7\u7528\u6df7\u5408\u5e76\u884c\u7b56\u7565&#xff0c;<\/span><\/span>\u91c7\u7528TP(\u5f20\u91cf\u5e76\u884c)&#043;PP(\u6d41\u6c34\u7ebf\u5e76\u884c)&#043;EP(\u4e13\u5bb6\u5e76\u884c)&#xff0c;<span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u767e\u7eb3\u79d2\u7ea7\u7684\u8282\u70b9\u5185<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">ScaleUP\u9ad8\u901f\u4e92\u8054<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u7f51\u7edc<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">&#xff08;<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">NVLink<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u3001<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u534e\u4e3aUB\u7b49<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">&#xff09;<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">&#xff0c;\u662f\u5b9e\u73b0\u5e76\u884c<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u8ba1\u7b97<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u7684\u7406\u60f3\u9009\u62e9&#xff0c;\u5c06\u901a\u4fe1\u5ef6\u8fdf\u964d\u81f3\u6700\u4f4e<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">&#xff0c;<\/span><\/span>\u4f7f\u5f97\u6574\u4f53\u8bad\u7ec3\u65f6\u95f4\u7f29\u77ed\u3002<\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u6253\u7834\u901a\u4fe1\u74f6\u9888&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">NVL72\u7684NVLink \u548cCloudMatrix 384\u7684\u8d85\u9ad8\u5e26\u5bbdUB\u7f51\u7edc&#xff0c;\u4e3aAll-Reduce\u7b49\u64cd\u4f5c\u63d0\u4f9b\u9ad8\u901f\u516c\u8def\u3002\u5168\u4e92\u8054\u62d3\u6251\u4f7f\u5f97\u4efb\u610f\u4e24\u4e2a\u8ba1\u7b97\u5355\u5143\u95f4\u7684\u901a\u4fe1\u8def\u5f84\u6700\u4f18&#xff0c;\u6781\u5927\u964d\u4f4e\u4e86\u68af\u5ea6\u540c\u6b65\u7684\u5ef6\u8fdf&#xff0c;\u4f7f\u901a\u4fe1\u65f6\u95f4\u5728\u603b\u8bad\u7ec3\u65f6\u957f\u4e2d\u7684\u5360\u6bd4\u663e\u8457\u4e0b\u964d \u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u7edf\u4e00\u5185\u5b58\u7b80\u5316\u7f16\u7a0b&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u5185\u5b58\u6c60\u5316\u6280\u672f\u4f7f\u5f97\u6a21\u578b\u53c2\u6570\u3001\u68af\u5ea6\u548c\u4f18\u5316\u5668\u72b6\u6001\u53ef\u4ee5\u88ab\u7075\u6d3b\u5730\u5212\u5206\u5e76\u5b58\u653e\u5728\u5168\u5c40\u5185\u5b58\u6c60\u4e2d&#xff0c;\u7531\u7cfb\u7edf\u81ea\u52a8\u7ba1\u7406&#xff0c;\u5927\u5927\u7b80\u5316\u4e86\u5f00\u53d1\u8005\u7684\u7f16\u7a0b\u8d1f\u62c5\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u6d88\u9664\u5185\u5b58\u5899&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u534e\u4e3a<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">CloudMatrix 384\u76844<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">8<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">TB \u548c<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u82f1\u4f1f\u8fbe<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">NVL72\u7684<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">13.5<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">TB \u7edf\u4e00\u5185\u5b58\u6c60&#xff0c;\u53ef\u4ee5\u76f4\u63a5\u201c\u88c5\u4e0b\u201d\u4e07\u4ebf\u53c2\u6570\u6a21\u578b\u3002\u610f\u5473\u7740\u5f00\u53d1\u8005\u53ef\u4ee5\u6781\u5927\u7b80\u5316\u751a\u81f3\u65e0\u9700\u8fdb\u884c\u590d\u6742\u7684\u6a21\u578b\u5207\u5206&#xff0c;\u5c06\u7cbe\u529b\u66f4\u591a\u5730\u6295\u5165\u5230\u6a21\u578b\u7b97\u6cd5\u521b\u65b0\u4e0a\u3002\u6a21\u578b\u53c2\u6570\u548c\u4e2d\u95f4\u7ed3\u679c\u53ef\u4ee5\u5728\u7edf\u4e00\u5185\u5b58\u7a7a\u95f4\u4e2d\u81ea\u7531\u6d41\u52a8&#xff0c;<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u907f\u514d\u4e86\u4f20\u7edf\u67b6\u6784\u4e2d\u8de8\u8282\u70b9\u5185\u5b58\u8bbf\u95ee\u7684\u6027\u80fd\u9aa4\u964d\u95ee\u9898\u3002<\/span><\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left:16px;margin-right:16px\"><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\"><span style=\"color:#0f2385\">\u5e94\u7528\u8d85\u8282\u70b9\u7684\u8bad\u7ec3\u6536\u76ca&#xff1a;<\/span><\/span><\/span><\/p>\n<ul style=\"margin-left:16px;margin-right:16px\">\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u8bad\u7ec3\u65f6\u95f4\u5927\u5e45\u7f29\u77ed&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u8d85\u8282\u70b9\u80fd\u5c06\u8fc7\u53bb\u9700\u8981\u6570\u6708\u8bad\u7ec3\u5468\u671f\u7684\u4e07\u4ebf\u6a21\u578b&#xff0c;\u7f29\u77ed\u81f3\u6570\u5468\u751a\u81f3\u66f4\u77ed\u3002<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u7814\u7a76\u8868\u660e&#xff0c;\u57fa\u4e8eScale UP\u603b\u7ebf\u7684\u8d85\u8282\u70b9&#xff0c;<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u80fd\u5c06LLM\u8bad\u7ec3\u901f\u5ea6\u63d0\u5347<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">20%\u4ee5\u4e0a<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u8fd1\u4e4e\u7ebf\u6027\u7684\u6269\u5c55\u6548\u7387&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u901a\u8fc7\u8f6f\u786c\u4ef6\u534f\u540c\u8bbe\u8ba1&#xff0c;<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u8d85\u8282\u70b9\u80fd\u591f\u5b9e\u73b0\u8ba1\u7b97\u4e0e\u901a\u4fe1\u7684\u9ad8\u5ea6\u91cd\u53e0<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">&#xff0c;<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u51cf\u5c11\u8ba1\u7b97\u5355\u5143\u7684\u7a7a\u95f2\u7b49\u5f85<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u3002\u8d85\u8282\u70b9\u96c6\u7fa4\u5728\u6269\u5c55\u81f3\u6570\u5343\u751a\u81f3\u4e0a\u4e07\u4e2aGPU\u65f6&#xff0c;\u4f9d\u7136\u80fd\u4fdd\u6301\u6781\u9ad8\u7684\u6269\u5c55\u6548\u7387&#xff0c;\u6709\u6548\u5229\u7528\u7b97\u529b\u6295\u8d44\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u8d4b\u80fd\u66f4\u5927\u89c4\u6a21\u7684\u6a21\u578b&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u4f7f\u5f97\u8bad\u7ec3\u6570\u4e07\u4ebf\u4e43\u81f3\u6570\u5341\u4e07\u4ebf\u53c2\u6570\u7684\u4e0b\u4e00\u4ee3\u57fa\u7840\u6a21\u578b\u6210\u4e3a\u53ef\u80fd&#xff0c;\u4e3a\u5b9e\u73b0\u901a\u7528\u4eba\u5de5\u667a\u80fd&#xff08;AGI&#xff09;\u5960\u5b9a\u7b97\u529b\u57fa\u7840\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u652f\u6301\u66f4\u590d\u6742\u7684\u6a21\u578b\u67b6\u6784&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u8d85\u8282\u70b9\u7279\u522b\u9002\u5408MoE&#xff08;Mixture of Experts&#xff09;\u901a\u4fe1\u5bc6\u96c6\u578b\u6a21\u578b\u67b6\u6784\u3002MoE\u6a21\u578b\u4e2d&#xff0c;\u6570\u636e\u9700\u8981\u5728\u4e0d\u540c\u7684\u201c\u4e13\u5bb6\u7f51\u7edc\u201d\u4e4b\u95f4\u52a8\u6001\u8def\u7531&#xff0c;\u5bf9\u7f51\u7edc\u7684\u5e26\u5bbd\u548c\u5ef6\u8fdf\u8981\u6c42\u6781\u9ad8\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u7a33\u5b9a\u6027\u63d0\u5347<\/span><span style=\"color:#0f2385\">:<\/span><\/span><\/span>\u534e\u4e3a\u8d85\u8282\u70b9\u652f\u6301\u4e07\u5361\u96c6\u7fa4\u768440\u5929\u4e0d\u95f4\u65ad\u8bad\u7ec3&#xff0c;\u800c\u4f20\u7edf\u96c6\u7fa4\u901a\u5e38\u56e0\u901a\u4fe1\u95ee\u9898\u5bfc\u81f4\u8bad\u7ec3\u4e2d\u65ad&#xff0c;\u9700\u91cd\u65b0\u5f00\u59cb\u3002<\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left:16px;margin-right:16px;text-align:center\"><span style=\"color:#1766f4\"><span style=\"color:#0f2385\">\u8d85\u8282\u70b9\u5e94\u7528\u573a\u666f<\/span><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">02&#xff1a;\u00a0<\/span><\/span><\/span><\/p>\n<p style=\"margin-left:16px;margin-right:16px;text-align:center\"><span style=\"color:#1766f4\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u5927\u6a21\u578b\u63a8\u7406<\/span><\/span><\/span><\/p>\n<\/p>\n<p style=\"margin-left:16px;margin-right:16px\"><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u6a21\u578b\u8bad\u7ec3\u5b8c\u6210\u540e&#xff0c;\u90e8\u7f72\u7528\u4e8e\u5728\u7ebf\u670d\u52a1&#xff08;\u63a8\u7406&#xff09;\u540c\u6837\u662f\u5de8\u5927\u7684\u6311\u6218\u3002\u5355\u4e2a\u5927\u6a21\u578b\u53ef\u80fd\u65e0\u6cd5\u88c5\u5165\u5355\u4e2a\u6216\u5c11\u6570\u51e0\u4e2aGPU\u4e2d&#xff0c;\u9700\u8981\u8fdb\u884c\u5f20\u91cf\u5e76\u884c\u6216\u6d41\u6c34\u7ebf\u5e76\u884c\u90e8\u7f72\u3002\u8d85\u8282\u70b9\u51ed\u501f\u5176\u4f4e\u5ef6\u8fdf\u4e92\u8054&#xff0c;\u80fd\u591f\u786e\u4fdd\u5728\u6a21\u578b\u88ab\u5207\u5206\u5230\u591a\u4e2a\u82af\u7247\u4e0a\u65f6&#xff0c;\u4f9d\u7136\u80fd\u5b9e\u73b0\u6781\u4f4e\u7684\u63a8\u7406\u5ef6\u8fdf&#xff0c;\u6ee1\u8db3\u5b9e\u65f6\u4ea4\u4e92\u7684\u9700\u6c42\u00a0\u3002\u540c\u65f6&#xff0c;\u8d85\u8282\u70b9\u7684\u9ad8\u8ba1\u7b97\u5bc6\u5ea6\u4e5f\u4f7f\u5176\u80fd\u591f\u540c\u65f6\u670d\u52a1\u4e8e\u6d77\u91cf\u7528\u6237\u7684\u5e76\u53d1\u8bf7\u6c42&#xff0c;\u63d0\u4f9b\u9ad8\u541e\u5410\u91cf\u7684\u63a8\u7406\u670d\u52a1\u3002<\/span><\/span><\/p>\n<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\u56fe\u7247\" class=\"rich_pages wxw-img\" height=\"609\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260211090610-698c468299466.png\" width=\"1080\" \/><\/p>\n<p style=\"margin-left:16px;margin-right:16px\"><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\"><span style=\"color:#0f2385\">\u5927\u6a21\u578b\u63a8\u7406\u6280\u672f\u6311\u6218<\/span><span style=\"color:#0f2385\">:<\/span><\/span><\/span><\/p>\n<ul style=\"margin-left:16px;margin-right:16px\">\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u4f4e\u5ef6\u8fdf\u8981\u6c42&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u5bf9\u4e8e\u5b9e\u65f6\u4ea4\u4e92\u5e94\u7528&#xff0c;\u9996\u4e2a\u4ee4\u724c&#xff08;Token&#xff09;\u7684\u751f\u6210\u5ef6\u8fdf&#xff08;Time to First Token,\u00a0<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">TTFT<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">&#xff09;\u81f3\u5173\u91cd\u8981&#xff0c;\u76f4\u63a5\u5f71\u54cd\u7528\u6237\u4f53\u9a8c\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">KV\u7f13\u5b58\u5185\u5b58\u7206\u70b8&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u5bf9\u4e8e\u9700\u8981\u5904\u7406\u957f\u6587\u672c\u3001\u957f\u5bf9\u8bdd\u5386\u53f2\u7684Agentic AI\u6216\u5927\u6a21\u578b\u5e94\u7528&#xff0c;\u5176\u63a8\u7406\u8fc7\u7a0b\u4e2d\u4ea7\u751f\u7684\u952e\u503c\u7f13\u5b58&#xff08;KV Cache&#xff09;\u4f1a<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u968f\u7740\u4e0a\u4e0b\u6587\u957f\u5ea6\u7ebf\u6027\u589e\u957f&#xff0c;\u8fc5\u901f\u8017\u5c3d\u5355\u5f20GPU\u7684\u663e\u5b58&#xff0c;\u6210\u4e3a\u670d\u52a1\u5e76\u53d1\u80fd\u529b\u548c\u6210\u672c\u7684\u4e3b\u8981\u9650\u5236\u56e0\u7d20\u00a0<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u9ad8\u541e\u5410\u91cf\u9700\u6c42&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u670d\u52a1\u9700\u8981\u540c\u65f6\u5904\u7406\u6210\u5343\u4e0a\u4e07\u7528\u6237\u7684\u5e76\u53d1\u8bf7\u6c42&#xff0c;<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u5bf9\u7cfb\u7edf\u7684\u603b\u5904\u7406\u80fd\u529b&#xff08;Tokens per second&#xff09;\u8981\u6c42\u6781\u9ad8<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">Agentic AI\u7684\u590d\u6742\u4ea4\u4e92\u6d41&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">Agentic AI\u5e76\u975e\u7b80\u5355\u7684\u201c\u8f93\u5165-\u8f93\u51fa\u201d\u6a21\u5f0f&#xff0c;\u5b83\u6d89\u53ca\u5de5\u5177\u8c03\u7528\u3001\u73af\u5883\u4ea4\u4e92\u3001\u957f\u671f\u89c4\u5212\u548c\u8bb0\u5fc6\u66f4\u65b0\u7b49\u4e00\u7cfb\u5217\u590d\u6742\u6b65\u9aa4&#xff0c;\u5f62\u6210\u4e86<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u52a8\u6001\u3001\u591a\u8f6e\u6b21\u7684\u8ba1\u7b97\u6d41&#xff0c;\u5bf9\u7cfb\u7edf\u7684\u8c03\u5ea6\u7075\u6d3b\u6027\u548c\u7aef\u5230\u7aef\u5ef6\u8fdf\u63d0\u51fa\u4e86\u6781\u9ad8\u8981\u6c42<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u3002<\/span><\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left:16px;margin-right:16px\"><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\"><span style=\"color:#0f2385\">\u8d85\u8282\u70b9\u6280\u672f\u89e3\u51b3\u65b9\u6848<\/span><span style=\"color:#0f2385\">:<\/span><\/span><\/span><\/p>\n<ul style=\"margin-left:16px;margin-right:16px\">\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u4f4e\u5ef6\u8fdf&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u00a0\u5728\u8bb8\u591a\u5728\u7ebf<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u63a8\u7406<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u670d\u52a1\u4e2d&#xff0c;\u5982<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">RAG<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u641c\u7d22\u3001\u5bf9\u8bdd\u673a\u5668\u4eba\u3001<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u667a\u80fd\u4f53<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u7b49&#xff0c;\u7528\u6237\u7684\u7b49\u5f85\u5bb9\u5fcd\u5ea6\u6781\u4f4e&#xff0c;\u8981\u6c42\u7cfb\u7edf\u5728\u51e0\u767e\u6beb\u79d2\u751a\u81f3\u51e0\u5341\u6beb\u79d2\u5185\u8fd4\u56de\u7ed3\u679c\u3002\u5bf9\u4e8e\u53c2\u6570\u91cf\u9ad8\u8fbe\u4e07\u4ebf\u7684\u5927\u6a21\u578b&#xff0c;\u5373\u4f7f\u662f\u5904\u7406\u5355\u4e2a\u8bf7\u6c42&#xff0c;\u5176\u8ba1\u7b97\u91cf\u548c\u663e\u5b58\u5360\u7528\u4e5f\u53ef\u80fd\u8d85\u51fa\u5355\u4e2aGPU\u7684\u80fd\u529b\u8303\u56f4\u3002\u56e0\u6b64&#xff0c;<\/span><\/span>\u5fc5\u987b\u91c7\u7528\u6a21\u578b\u5e76\u884c&#xff08;\u5982\u5f20\u91cf\u5e76\u884c\u3001\u6d41\u6c34\u7ebf\u5e76\u884c&#xff09;\u5c06\u6a21\u578b\u90e8\u7f72\u5728\u591a\u4e2aGPU\u4e0a\u3002<span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u5728\u63a8\u7406\u8fc7\u7a0b\u4e2d&#xff0c;\u6570\u636e\u9700\u8981<\/span><\/span>\u5728\u8fd9\u4e9bGPU\u4e4b\u95f4\u5feb\u901f\u6d41\u52a8&#xff0c;\u4efb\u4f55\u901a\u4fe1\u5ef6\u8fdf\u90fd\u4f1a\u76f4\u63a5\u7d2f\u52a0\u5230\u6700\u7ec8\u7684\u7528\u6237\u54cd\u5e94\u65f6\u95f4\u4e0a<span style=\"background-color:#ffffff\">\u3002<\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u8d85\u8282\u70b9\u5185\u90e8\u7684\u5fae\u79d2\u7ea7\u4e92\u8054\u662f\u4fdd\u8bc1\u5927\u6a21\u578b\u80fd\u591f\u5b9e\u73b0\u4f4e\u5ef6\u8fdf\u63a8\u7406\u7684\u7269\u7406\u57fa\u7840\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u9ad8\u541e\u5410&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u50cf<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u5728\u7ebf\u63a8\u7406<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u670d\u52a1&#xff0c;\u9700\u8981\u540c\u65f6\u4e3a\u6570\u767e\u751a\u81f3\u4e0a<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u5343<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u7684\u5e76\u53d1\u7528\u6237\u63d0\u4f9b\u670d\u52a1\u3002\u8fd9\u610f\u5473\u7740\u63a8\u7406\u7cfb\u7edf\u5fc5\u987b\u5177\u5907\u6781\u9ad8\u7684\u541e\u5410\u80fd\u529b&#xff08;<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u6bcf\u79d2\u5904\u7406\u7684\u8bf7\u6c42\u6570&#xff0c;QPS<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">&#xff09;\u3002\u8d85\u8282\u70b9\u901a\u8fc7\u5176\u9ad8\u8ba1\u7b97\u5bc6\u5ea6&#xff0c;\u53ef\u4ee5\u5728\u4e00\u4e2a\u7d27\u51d1\u7684\u7269\u7406\u7a7a\u95f4\u5185\u90e8\u7f72\u5927\u91cf\u7684\u8ba1\u7b97\u5355\u5143&#xff0c;\u5f62\u6210\u4e00\u4e2a\u5f3a\u5927\u7684\u63a8\u7406\u8d44\u6e90\u6c60\u3002\u7ed3\u5408\u52a8\u6001\u6279\u5904\u7406\u7b49\u6280\u672f&#xff0c;\u53ef\u4ee5\u9ad8\u6548\u5730\u5904\u7406\u6d77\u91cf\u5e76\u53d1\u8bf7\u6c42&#xff0c;\u5b9e\u73b0\u6781\u81f4\u7684\u541e\u5410\u6027\u80fd\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u5206\u5e03\u5f0f<\/span><span style=\"color:#0f2385\">KV\u7f13\u5b58\u6c60&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u5229\u7528\u8d85\u8282\u70b9\u7684\u5185\u5b58\u6c60\u5316\u80fd\u529b&#xff0c;\u6784\u5efa\u4e00\u4e2a\u8de8\u8d8a\u591a\u53f0\u670d\u52a1\u5668\u7684\u5206\u5e03\u5f0fKV\u7f13\u5b58\u6c60\u3002\u5f53\u63a8\u7406\u8bf7\u6c42\u5230\u6765\u65f6&#xff0c;\u5176KV\u7f13\u5b58\u53ef\u4ee5\u52a8\u6001\u5730\u5b58\u653e\u5728\u8fd9\u4e2a\u5168\u5c40\u5171\u4eab\u7684\u5185\u5b58\u6c60\u4e2d&#xff0c;\u4efb\u4f55\u4e00\u4e2aGPU\u90fd\u53ef\u4ee5\u901a\u8fc7\u9ad8\u901f\u7f51\u7edc\u5feb\u901f\u8bbf\u95ee\u3002\u8fd9\u4e0d\u4ec5\u7a81\u7834\u4e86\u5355\u5361\u663e\u5b58\u74f6\u9888&#xff0c;\u8fd8\u4f7f\u5f97\u5728\u4e0d\u540c\u8bf7\u6c42\u4e4b\u95f4<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u5171\u4eab\u548c\u590d\u7528KV\u7f13\u5b58<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u524d\u7f00&#xff08;Prefix Caching&#xff09;\u6210\u4e3a\u53ef\u80fd&#xff0c;\u5927\u5e45\u63d0\u5347\u4e86\u7cfb\u7edf\u7684\u541e\u5410\u91cf\u548c\u6548\u7387 \u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u5185\u5b58\u6c60\u5316\u4e0e\u7edf\u4e00\u7f16\u5740<\/span><span style=\"color:#0f2385\">:<\/span><\/span><\/span>\u901a\u8fc7\u5185\u5b58\u7edf\u4e00\u7f16\u5740\u6280\u672f&#xff0c;\u5b9e\u73b0\u8de8\u8bbe\u5907\u5185\u5b58\u5171\u4eab&#xff0c;\u652f\u6301\u591a\u8f6e\u6b21\u63a8\u7406\u6240\u9700\u7684\u5927\u7f13\u5b58\u9700\u6c42\u3002<\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left:16px;margin-right:16px\"><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\"><span style=\"color:#0f2385\">\u5e94\u7528\u8d85\u8282\u70b9\u7684\u63a8\u7406\u6536\u76ca&#xff1a;<\/span><\/span><\/span><\/p>\n<ul style=\"margin-left:16px;margin-right:16px\">\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u652f\u6301\u8d85\u957f\u4e0a\u4e0b\u6587\u63a8\u7406&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u4f7f\u5f97\u5927\u6a21\u578b\u80fd\u591f\u5904\u7406\u6570\u5341\u4e07\u751a\u81f3\u4e0a\u767e\u4e07token\u7684\u4e0a\u4e0b\u6587&#xff0c;\u6781\u5927\u5730\u589e\u5f3a\u4e86\u5176\u7406\u89e3\u590d\u6742\u95ee\u9898\u548c\u6267\u884c\u957f\u671f\u4efb\u52a1\u7684\u80fd\u529b\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u63d0\u5347<\/span><span style=\"color:#0f2385\">Agentic AI\u7684\u667a\u80fd\u4e0e\u6548\u7387&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u4e3aAgentic AI\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u8bb0\u5fc6\u548c\u5feb\u901f\u53cd\u5e94\u80fd\u529b&#xff0c;\u4f7f\u5176\u80fd\u591f\u66f4\u9ad8\u6548\u5730\u5b8c\u6210\u590d\u6742\u4efb\u52a1&#xff0c;\u6210\u4e3a\u771f\u6b63\u5b9e\u7528\u7684\u667a\u80fd\u4f53\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u541e\u5410\u91cf\u63d0\u5347<\/span><span style=\"color:#0f2385\">:<\/span><\/span><\/span>\u534e\u4e3aCloud Matrix 384\u5355\u5361decode\u541e\u5410\u8fbe1920tokens\/s&#xff0c;\u6df7\u5408\u5e76\u884c\u7b56\u7565\u4f7f\u63a8\u7406\u541e\u5410\u91cf\u3002\u5927\u5e45\u63d0\u5347<\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u663e\u5b58\u5229\u7528\u7387\u63d0\u5347<\/span><span style=\"color:#0f2385\">:<\/span><\/span><\/span>\u901a\u8fc7\u5185\u5b58\u6c60\u5316\u6280\u672f&#xff0c;\u663e\u5b58\u5229\u7528\u7387\u4ece\u4f20\u7edf\u67b6\u6784\u7684\u63d0\u5347\u663e\u8457&#xff0c;\u5355\u4f4d\u63a8\u7406\u6210\u672c\u4e0b\u964d\u660e\u663e\u3002<\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left:16px;margin-right:16px;text-align:center\"><span style=\"color:#1766f4\"><span style=\"color:#0f2385\">\u8d85\u8282\u70b9\u5e94\u7528\u573a\u666f<\/span><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">03&#xff1a;<\/span><\/span><\/span><\/p>\n<p style=\"margin-left:16px;margin-right:16px;text-align:center\"><span style=\"color:#1766f4\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u591a\u6a21\u6001\u5927\u6a21\u578b<\/span><\/span><\/span><\/p>\n<\/p>\n<p style=\"margin-left:16px;margin-right:16px\"><span style=\"background-color:#ffffff\"><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u968f\u7740AI\u4ece\u6587\u672c\u5411\u56fe\u50cf\u3001\u89c6\u9891\u3001\u97f3\u9891\u7b49\u591a\u6a21\u6001\u9886\u57df\u62d3\u5c55&#xff0c;\u6a21\u578b\u7684\u590d\u6742\u5ea6\u548c\u8ba1\u7b97\u91cf\u8fdb\u4e00\u6b65\u589e\u52a0\u3002\u591a\u6a21\u6001\u5185\u5bb9\u7684\u7406\u89e3\u4e0e\u751f\u6210\u4efb\u52a1&#xff0c;\u5982\u6587\u751f\u56fe\u3001\u6587\u751f\u89c6\u9891\u7b49&#xff0c;\u90fd\u4f9d\u8d56\u4e8e\u8d85\u8282\u70b9\u63d0\u4f9b\u7684\u5f3a\u5927\u7b97\u529b\u8fdb\u884c\u9ad8\u6548\u7684\u8bad\u7ec3\u548c\u63a8\u7406\u3002<\/span><\/span><\/span><\/p>\n<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\u56fe\u7247\" class=\"rich_pages wxw-img\" height=\"550\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260211090611-698c4683753e0.png\" width=\"977\" \/><\/p>\n<p style=\"margin-left:16px;margin-right:16px\"><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\"><span style=\"color:#0f2385\">\u591a\u6a21\u6001<\/span><span style=\"color:#0f2385\">AI\u6280\u672f\u6311\u6218:<\/span><\/span><\/span><\/p>\n<ul style=\"margin-left:16px;margin-right:16px\">\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u6570\u636e\u8868\u793a\u4e0e\u878d\u5408&#xff1a;<\/span><\/span><\/span>\u591a\u6a21\u6001\u6a21\u578b\u9700\u8981\u878d\u5408\u6587\u672c\u3001\u56fe\u50cf\u3001\u89c6\u9891\u7b49\u591a\u79cd\u6570\u636e&#xff0c;<span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u4e0d\u540c\u6a21\u6001\u7684\u6570\u636e\u9700\u8981\u901a\u8fc7\u5404\u81ea\u7684\u7f16\u7801\u5668&#xff08;Encoder&#xff09;\u8f6c\u6362\u6210\u7edf\u4e00\u7684\u5411\u91cf\u8868\u793a&#xff0c;\u7136\u540e\u5728\u6a21\u578b\u6df1\u5c42\u8fdb\u884c\u590d\u6742\u7684\u4ea4\u4e92\u548c\u878d\u5408\u3002\u8fd9\u8fc7\u7a0b\u6d89\u53ca\u5927\u91cf\u7684\u6570\u636e\u642c\u8fd0\u548c\u8de8\u6a21\u6001\u6ce8\u610f\u529b\u8ba1\u7b97<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">&#xff0c;<\/span><\/span>\u5bf9\u5e26\u5bbd\u548c\u5ef6\u8fdf\u63d0\u51fa\u66f4\u9ad8\u8981\u6c42\u3002<\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u5185\u5b58\u5f00\u9500\u5de8\u5927&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u5c24\u5176\u662f\u5904\u7406\u9ad8\u5206\u8fa8\u7387\u56fe\u50cf\u548c\u957f\u89c6\u9891\u65f6&#xff0c;\u4e2d\u95f4\u6fc0\u6d3b\u503c\u7684\u4f53\u79ef\u4f1a\u6025\u5267\u81a8\u80c0&#xff0c;\u5bf9\u5185\u5b58\u5bb9\u91cf\u548c\u5e26\u5bbd\u90fd\u63d0\u51fa\u4e86\u4e25\u5cfb\u7684\u8003\u9a8c<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">&#xff0c;<\/span><\/span>\u4f20\u7edf\u67b6\u6784\u96be\u4ee5\u6ee1\u8db3\u3002<\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u8ba1\u7b97\u590d\u6742\u6027\u9ad8&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u591a\u6a21\u6001\u6a21\u578b\u5f80\u5f80\u7531\u591a\u4e2a\u5e9e\u5927\u7684\u5355\u6a21\u6001\u6a21\u578b\u7ec4\u5408\u800c\u6210&#xff0c;\u6574\u4f53\u8ba1\u7b97\u91cf\u8fdc\u8d85\u5355\u4e00\u6a21\u6001\u6a21\u578b\u3002<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u540c\u65f6&#xff0c;<\/span><\/span>\u8de8\u6a21\u6001\u7279\u5f81\u63d0\u53d6\u548c\u5bf9\u9f50\u9700\u8981\u5927\u91cf\u6570\u636e\u4ea4\u6362&#xff0c;\u901a\u4fe1\u5f00\u9500\u6210\u4e3a\u4e3b\u8981\u6027\u80fd\u74f6\u9888\u3002<\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left:16px;margin-right:16px\"><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\"><span style=\"color:#0f2385\">\u8d85\u8282\u70b9\u6280\u672f\u89e3\u51b3\u65b9\u6848<\/span><span style=\"color:#0f2385\">:<\/span><\/span><\/span><\/p>\n<ul style=\"margin-left:16px;margin-right:16px\">\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u7edf\u4e00\u5185\u5b58\u627f\u8f7d\u591a\u6a21\u6001\u6570\u636e&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">CloudMatrix 384\u6216NVL72\u7684\u6570\u5341TB\u5185\u5b58\u6c60\u53ef\u4ee5\u8f7b\u677e\u5bb9\u7eb3\u4e0b\u6240\u6709\u6a21\u6001\u7684\u539f\u59cb\u6570\u636e\u3001\u7f16\u7801\u5668\u4ee5\u53ca\u5de8\u5927\u7684\u878d\u5408\u6a21\u578b\u3002\u6240\u6709\u6570\u636e\u90fd\u5728\u4e00\u4e2a\u7edf\u4e00\u7684\u5185\u5b58\u5730\u5740\u7a7a\u95f4\u5185&#xff0c;<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u907f\u514d\u4e86\u4f20\u7edf\u67b6\u6784\u4e2d\u56e0\u6570\u636e\u5728CPU\u5185\u5b58\u548cGPU\u663e\u5b58\u4e4b\u95f4\u6765\u56de\u62f7\u8d1d\u800c\u9020\u6210\u7684\u6027\u80fd\u74f6\u9888<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">&#xff0c;<\/span><\/span>\u663e\u8457\u63d0\u5347\u8de8\u6a21\u6001\u6570\u636e\u4f20\u8f93\u6548\u7387\u3002<\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u9ad8\u5e26\u5bbd\u52a0\u901f\u8de8\u6a21\u6001\u878d\u5408&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u6a21\u578b\u5728\u8fdb\u884c\u8de8\u6a21\u6001\u6ce8\u610f\u529b\u8ba1\u7b97\u65f6&#xff0c;\u9700\u8981\u5728\u4e00\u4e2a\u6a21\u6001\u7684\u8868\u793a&#xff08;\u5982\u6587\u672c&#xff09;\u548c\u53e6\u4e00\u4e2a\u6a21\u6001\u7684\u8868\u793a&#xff08;\u5982\u56fe\u50cf\u7684\u89c6\u89c9Token&#xff09;\u4e4b\u95f4\u8fdb\u884c\u5bc6\u96c6\u7684\u4ea4\u4e92\u3002\u8d85\u8282\u70b9\u5185\u90e8\u7684NVLink\u6216UB\u7f51\u7edc\u4e3a\u6b64\u7c7b\u8ba1\u7b97\u63d0\u4f9b\u4e86\u8d85\u9ad8\u901f\u901a\u9053&#xff0c;\u786e\u4fdd\u4e86\u4e0d\u540c\u6a21\u6001\u4fe1\u606f\u6d41\u7684\u65e0\u7f1d\u878d\u5408\u3002<\/span><\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left:16px;margin-right:16px\"><span style=\"color:#0f2385\">\u5e94\u7528\u8d85\u8282\u70b9\u7684\u6536\u76ca&#xff1a;<\/span><\/p>\n<ul style=\"margin-left:16px;margin-right:16px\">\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u5b9e\u73b0\u66f4\u590d\u6742\u7684\u878d\u5408\u7b56\u7565&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u5145\u88d5\u7684\u5185\u5b58\u548c\u5e26\u5bbd\u8d44\u6e90&#xff0c;\u4f7f\u5f97\u7814\u7a76\u4eba\u5458\u53ef\u4ee5\u63a2\u7d22\u66f4\u7cbe\u7ec6\u3001\u66f4\u6df1\u5ea6\u7684\u8de8\u6a21\u6001\u878d\u5408\u673a\u5236&#xff0c;\u800c\u4e0d\u7528\u8fc7\u5206\u62c5\u5fc3\u8ba1\u7b97\u8d44\u6e90\u7684\u9650\u5236&#xff0c;\u4ece\u800c\u50ac\u751f\u51fa\u6027\u80fd\u66f4\u5f3a\u5927\u7684\u591a\u6a21\u6001\u6a21\u578b\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u652f\u6301\u5b9e\u65f6\u591a\u6a21\u6001\u4ea4\u4e92&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u5728\u89c6\u9891\u7406\u89e3\u3001\u5b9e\u65f6\u7ffb\u8bd1&#043;\u89c6\u89c9\u573a\u666f\u63cf\u8ff0\u7b49\u5e94\u7528\u4e2d&#xff0c;\u8d85\u8282\u70b9\u80fd\u591f\u4ee5\u6781\u4f4e\u7684\u5ef6\u8fdf\u5b8c\u6210\u201c\u611f\u77e5-\u7406\u89e3-\u751f\u6210\u201d\u7684\u5b8c\u6574\u95ed\u73af&#xff0c;\u4e3a\u5b9e\u73b0\u771f\u6b63\u667a\u80fd\u7684\u591a\u6a21\u6001\u6570\u5b57\u4eba\u6216\u673a\u5668\u4eba\u52a9\u624b\u63d0\u4f9b\u4e86\u7b97\u529b\u57fa\u7840\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u8d44\u6e90\u5229\u7528\u7387\u63d0\u5347<\/span><span style=\"color:#0f2385\">:<\/span><\/span><\/span>\u5185\u5b58\u6c60\u5316\u6280\u672f\u4f7f\u591a\u6a21\u6001\u6a21\u578b\u652f\u6301\u5146\u7ea7\u4e0a\u4e0b\u6587\u957f\u5ea6\u5904\u7406&#xff0c;\u5185\u5b58\u5229\u7528\u7387\u4ece\u4f20\u7edf\u67b6\u6784\u768450%\u63d0\u5347\u81f380%\u4ee5\u4e0a&#xff0c;\u51cf\u5c11\u786c\u4ef6\u8d44\u6e90\u6d6a\u8d39\u3002<\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left:16px;margin-right:16px;text-align:center\"><span style=\"color:#1766f4\"><span style=\"color:#0f2385\">\u8d85\u8282\u70b9\u5e94\u7528\u573a\u666f<\/span><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">04&#xff1a;\u00a0<\/span><\/span><\/span><\/p>\n<p style=\"margin-left:16px;margin-right:16px;text-align:center\"><span style=\"color:#1766f4\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u9ad8\u6027\u80fd\u8ba1\u7b97&#xff08;HPC&#xff09;<\/span><\/span><\/span><\/p>\n<\/p>\n<p style=\"margin-left:16px;margin-right:16px\">\u5728AI\u6d6a\u6f6e\u4e4b\u524d&#xff0c;\u8d85\u7b97\u7684\u4e3b\u8981\u5e94\u7528\u9886\u57df\u662f\u79d1\u5b66\u4e0e\u5de5\u7a0b\u8ba1\u7b97&#xff0c;\u800c\u8d85\u8282\u70b9\u67b6\u6784\u6b63\u662f\u8131\u80ce\u4e8e\u9ad8\u6027\u80fd\u8ba1\u7b97&#xff0c;\u5e76\u53cd\u54fa\u8fd9\u4e00\u9886\u57df\u3002<\/p>\n<ul style=\"margin-left:16px;margin-right:16px\">\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u5de5\u7a0b\u6a21\u62df\u4e0e\u4eff\u771f&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u5728\u822a\u7a7a\u822a\u5929\u3001\u6c7d\u8f66\u5236\u9020\u3001\u8239\u8236\u8bbe\u8ba1\u7b49\u9886\u57df&#xff0c;\u590d\u6742\u7684\u6d41\u4f53\u529b\u5b66&#xff08;CFD&#xff09;\u3001\u7ed3\u6784\u529b\u5b66&#xff08;CSD&#xff09;\u6a21\u62df<\/span><\/span><span style=\"color:#000000\">\u9700\u8981\u6c42\u89e3\u5927\u89c4\u6a21\u504f\u5fae\u5206\u65b9\u7a0b\u7ec4&#xff0c;<\/span><span style=\"background-color:#ffffff\"><span style=\"color:#000000\">\u8fd9<\/span><\/span><span style=\"color:#000000\">\u4e9b\u4efb\u52a1\u53ef\u4ee5\u88ab\u9ad8\u5ea6\u5e76\u884c\u5316&#xff0c;\u5b8c\u7f8e\u9002\u914d\u8d85\u8282\u70b9\u7684\u8ba1\u7b97\u6a21\u5f0f\u00a0\u3002<\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u6c14\u5019\u9884\u6d4b\u4e0e\u6c14\u8c61\u5efa\u6a21&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u5168\u7403\u6c14\u5019\u6a21\u578b\u9700\u8981\u5bf9\u5730\u7403\u5927\u6c14\u3001\u6d77\u6d0b\u3001\u9646\u5730\u7b49\u591a\u4e2a<\/span><\/span><span style=\"color:#000000\">\u5708\u5c42\u8fdb\u884c\u7cbe\u7ec6\u7f51\u683c\u5212\u5206\u548c\u957f\u65f6\u95f4\u5c3a\u5ea6\u7684\u6a21\u62df&#xff0c;\u8ba1\u7b97\u91cf\u6781\u5176\u5e9e\u5927\u3002<\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u8d85\u8282\u70b9\u80fd\u591f\u63d0\u4f9b\u6240\u9700\u7684\u5927\u89c4\u6a21\u5e76\u884c\u8ba1\u7b97\u80fd\u529b&#xff0c;\u4ee5\u63d0\u5347\u9884\u6d4b\u7684\u7cbe\u5ea6\u548c\u65f6\u6548\u6027\u00a0\u3002<\/span><\/span><\/p>\n<\/li>\n<\/ul>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\u56fe\u7247\" class=\"rich_pages wxw-img\" height=\"604\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260211090611-698c4683d8066.png\" width=\"1080\" \/><\/p>\n<p style=\"margin-left:16px;margin-right:16px\"><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\"><span style=\"color:#0f2385\">\u9ad8\u6027\u80fd\u8ba1\u7b97\u6280\u672f\u6311\u6218<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\"><span style=\"color:#0f2385\">&#xff1a;<\/span><\/span><\/span><\/p>\n<ul style=\"margin-left:16px;margin-right:16px\">\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u901a\u4fe1\u5ef6\u8fdf\u4e3b\u5bfc\u6027\u80fd&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u5728\u6d41\u4f53\u529b\u5b66\u3001\u6c14\u8c61\u9884\u62a5\u3001\u6750\u6599\u79d1\u5b66\u7b49\u9886\u57df\u7684\u6a21\u62df\u8ba1\u7b97\u4e2d&#xff0c;\u6574\u4e2a\u95ee\u9898\u7a7a\u95f4\u88ab\u5212\u5206\u4e3a\u65e0\u6570\u4e2a\u7f51\u683c&#xff0c;\u5206\u914d\u7ed9\u6210\u5343\u4e0a\u4e07\u4e2a\u8ba1\u7b97\u6838\u5fc3\u3002\u8fd9\u4e9b\u6838\u5fc3\u9700\u8981\u9891\u7e41\u5730\u4e0e\u76f8\u90bb\u6838\u5fc3\u4ea4\u6362\u8fb9\u754c\u6570\u636e&#xff0c;\u8fd9\u79cd\u901a\u4fe1\u6a21\u5f0f\u5bf9\u7f51\u7edc\u5ef6\u8fdf\u6781\u4e3a\u654f\u611f\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u7d27\u5bc6\u8026\u5408\u7684\u8ba1\u7b97&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u8bb8\u591a\u79d1\u5b66\u8ba1\u7b97\u548c\u56fe\u8ba1\u7b97\u4efb\u52a1\u90fd\u5c5e\u4e8e\u201c\u5f3a\u6269\u5c55\u201d\u5e94\u7528&#xff0c;\u5373\u8ba1\u7b97\u6027\u80fd\u9ad8\u5ea6\u4f9d\u8d56\u4e8e\u8282\u70b9\u95f4\u7684\u901a\u4fe1\u5ef6\u8fdf\u3002\u5728\u4f20\u7edf\u7f51\u7edc\u4e2d\u9700\u8981\u5f88\u957f\u65f6\u95f4\u624d\u80fd\u5b8c\u6210&#xff0c;\u5bfc\u81f4\u5927\u91cf\u8ba1\u7b97\u65f6\u95f4\u88ab\u6d6a\u8d39\u5728\u7b49\u5f85\u4e0a\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u5185\u5b58\u4e0e<\/span><span style=\"color:#0f2385\">I\/O\u9650\u5236&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u8d85\u5927\u89c4\u6a21\u7684\u79d1\u5b66\u6a21\u62df&#xff0c;\u5176\u72b6\u6001\u6570\u636e\u53ef\u80fd\u8fbe\u5230PB\u7ea7\u522b&#xff0c;\u8fdc\u8d85\u4efb\u4f55\u5355\u8282\u70b9\u7684\u5185\u5b58\u5bb9\u91cf\u3002\u540c\u65f6&#xff0c;\u6a21\u62df\u8fc7\u7a0b\u4e2d\u7684\u68c0\u67e5\u70b9&#xff08;Checkpointing&#xff09;\u64cd\u4f5c\u9700\u8981\u6781\u9ad8\u7684I\/O\u5e26\u5bbd&#xff0c;\u4ee5\u907f\u514d\u957f\u65f6\u95f4\u4e2d\u65ad\u8ba1\u7b97\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u8d44\u6e90\u5229\u7528\u7387\u4f4e<\/span><span style=\"color:#0f2385\">:<\/span>\u00a0<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u8bb8\u591a\u5e94\u7528\u7684\u6027\u80fd\u74f6\u9888\u4e0d\u5728\u4e8e\u6d6e\u70b9\u8ba1\u7b97\u80fd\u529b&#xff0c;\u800c\u5728\u4e8e\u5185\u5b58\u5e26\u5bbd&#xff0c;\u5373\u5904\u7406\u5668\u4ece\u5185\u5b58\u4e2d\u83b7\u53d6\u6570\u636e\u7684\u901f\u5ea6\u3002<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u4f20\u7edf<\/span><\/span>HPC\u7cfb\u7edf\u5185\u5b58\u5229\u7528\u7387\u548c\u7b97\u529b\u5229\u7528\u7387\u8f83\u4f4e&#xff08;&lt;30%&#xff09;&#xff0c;\u8d44\u6e90\u6d6a\u8d39\u4e25\u91cd\u3002<\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left:16px;margin-right:16px\"><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\"><span style=\"color:#0f2385\">\u8d85\u8282\u70b9<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\"><span style=\"color:#0f2385\">\u6280\u672f<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\"><span style=\"color:#0f2385\">\u89e3\u51b3\u65b9\u6848<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\"><span style=\"color:#0f2385\">&#xff1a;<\/span><\/span><\/span><\/p>\n<ul style=\"margin-left:16px;margin-right:16px\">\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u7eb3\u79d2\u7ea7\u5ef6\u8fdf\u7f51\u7edc&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u8d85\u8282\u70b9\u7684\u5185\u90e8\u4e92\u8054\u7f51\u7edc&#xff0c;\u5176\u7eb3\u79d2\u7ea7\u7684\u5ef6\u8fdf\u7279\u6027&#xff0c;\u5b8c\u7f8e\u5339\u914d\u4e86HPC\u5e94\u7528\u4e2d\u7ec6\u7c92\u5ea6\u3001\u9ad8\u9891\u6b21\u7684\u901a\u4fe1\u9700\u6c42&#xff0c;\u80fd\u5c06MPI\u6d88\u606f\u4f20\u9012\u7684\u5f00\u9500\u964d\u81f3\u7269\u7406\u6781\u9650\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u5168\u5c40\u5171\u4eab\u5185\u5b58\u7f16\u7a0b\u6a21\u578b&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u5185\u5b58\u6c60\u5316\u6280\u672f\u53ef\u4ee5\u4e3aHPC\u5e94\u7528\u63d0\u4f9b\u4e00\u4e2a\u5de8\u5927\u7684\u3001\u903b\u8f91\u4e0a\u7edf\u4e00\u7684\u5171\u4eab\u5185\u5b58\u7a7a\u95f4\u3002\u7a0b\u5e8f\u5458\u53ef\u4ee5\u50cf\u64cd\u4f5c\u672c\u5730\u5185\u5b58\u4e00\u6837\u8bfb\u5199\u8fd9\u4e2a\u5168\u5c40\u7a7a\u95f4&#xff0c;\u4ece\u800c\u907f\u514d\u4e86\u590d\u6742\u7684\u6d88\u606f\u4f20\u9012\u7f16\u7a0b&#xff0c;\u5e76\u80fd\u5b9e\u73b0\u66f4\u9ad8\u6548\u7684\u7b97\u6cd5\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u9ad8\u6027\u80fd\u5e76\u884c<\/span><span style=\"color:#0f2385\">I\/O&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u5206\u5e03\u5f0f\u5b58\u50a8\u6c60&#xff0c;\u901a\u8fc7\u9ad8\u901f\u4e92\u8054\u7f51\u7edc\u5bf9\u5916\u63d0\u4f9b\u670d\u52a1&#xff0c;\u80fd\u591f\u6ee1\u8db3\u5927\u89c4\u6a21\u6a21\u62df\u8ba1\u7b97\u5bf9\u68c0\u67e5\u70b9\u548c\u6570\u636e\u53ef\u89c6\u5316\u6240\u9700\u7684\u6d77\u91cfI\/O\u541e\u5410\u3002<\/span><\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left:16px;margin-right:16px\"><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\"><span style=\"color:#0f2385\">\u5e94\u7528<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\"><span style=\"color:#0f2385\">\u8d85\u8282\u70b9\u7684<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\"><span style=\"color:#0f2385\">\u6536\u76ca&#xff1a;<\/span><\/span><\/span><\/p>\n<ul style=\"margin-left:16px;margin-right:16px\">\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u52a0\u901f\u79d1\u5b66\u53d1\u73b0&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u5c06\u539f\u672c\u9700\u8981\u6570\u6708\u751a\u81f3\u6570\u5e74\u7684\u6a21\u62df\u8ba1\u7b97\u65f6\u95f4\u7f29\u77ed\u5230\u51e0\u5929\u6216\u51e0\u5468&#xff0c;\u6781\u5927\u5730\u52a0\u901f\u4e86\u79d1\u5b66\u7814\u7a76\u548c\u5de5\u7a0b\u8bbe\u8ba1\u7684\u8fed\u4ee3\u5468\u671f\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u6c42\u89e3\u66f4\u5927\u89c4\u6a21\u95ee\u9898&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u4f7f\u79d1\u5b66\u5bb6\u80fd\u591f\u6a21\u62df\u66f4\u7cbe\u7ec6\u3001\u66f4\u590d\u6742\u7684\u7269\u7406\u73b0\u8c61&#xff0c;\u4f8b\u5982&#xff0c;\u5728\u5168\u7403\u5c3a\u5ea6\u4e0a\u8fdb\u884c\u66f4\u9ad8\u5206\u8fa8\u7387\u7684\u6c14\u5019\u6a21\u62df&#xff0c;\u6216\u5728\u539f\u5b50\u7ea7\u522b\u4e0a\u8bbe\u8ba1\u65b0\u6750\u6599\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u4fc3\u8fdb<\/span><span style=\"color:#0f2385\">HPC\u4e0eAI\u878d\u5408&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u8d85\u8282\u70b9\u4f5c\u4e3a\u4e00\u4e2a\u7edf\u4e00\u7684\u9ad8\u6027\u80fd\u5e73\u53f0&#xff0c;\u5929\u7136\u9002\u5408\u8fd0\u884c\u7ed3\u5408\u4e86\u7269\u7406\u6a21\u62df\u548cAI\u7684\u65b0\u578b\u5de5\u4f5c\u6d41&#xff0c;\u4f8b\u5982\u4f7f\u7528AI\u6a21\u578b\u66ff\u4ee3\u9ad8\u6210\u672c\u7684\u6a21\u62df\u8ba1\u7b97&#xff08;AI surrogate modeling&#xff09;&#xff0c;\u6216\u5229\u7528AI\u8fdb\u884c\u6d77\u91cf\u6a21\u62df\u6570\u636e\u7684\u5b9e\u65f6\u5206\u6790\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u8d44\u6e90\u5229\u7528\u7387\u4f18\u5316<\/span><span style=\"color:#0f2385\">:\u00a0<\/span><\/span><\/span>\u901a\u8fc7\u51cf\u5c11\u901a\u4fe1\u5f00\u9500\u548c\u63d0\u9ad8\u8d44\u6e90\u5229\u7528\u7387,\u5185\u5b58\u5229\u7528\u7387\u63d0\u5347\u81f350%\u4ee5\u4e0a\u3002<\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left:16px;margin-right:16px;text-align:center\"><span style=\"color:#1766f4\"><span style=\"color:#0f2385\">\u8d85\u8282\u70b9\u5e94\u7528\u573a\u666f<\/span><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">05&#xff1a;\u00a0<\/span><\/span><\/span><\/p>\n<p style=\"margin-left:16px;margin-right:16px;text-align:center\"><span style=\"color:#1766f4\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u751f\u6210\u5f0f\u63a8\u8350<\/span><\/span><\/span><\/p>\n<\/p>\n<p style=\"margin-left:16px;margin-right:16px\">\n<p style=\"margin-left:16px;margin-right:16px;text-align:left\"><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\"><span style=\"color:#0f2385\">\u4e2a\u6027\u5316\u63a8\u8350<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u662f\u4e00\u79cd\u4fe1\u606f\u8fc7\u6ee4\u6280\u672f&#xff0c;\u5176\u6838\u5fc3\u76ee\u6807\u662f\u6839\u636e\u7528\u6237\u7684\u5386\u53f2\u884c\u4e3a\u3001\u504f\u597d\u3001\u4eba\u53e3\u7edf\u8ba1\u5b66\u7279\u5f81\u4ee5\u53ca\u5f53\u524d\u7684\u4e0a\u4e0b\u6587\u4fe1\u606f&#xff0c;\u9884\u6d4b\u7528\u6237\u53ef\u80fd\u611f\u5174\u8da3\u7684\u7269\u54c1&#xff08;\u5982\u5546\u54c1\u3001\u65b0\u95fb\u3001\u97f3\u4e50\u3001\u89c6\u9891&#xff09;&#xff0c;\u5e76\u4ee5\u5217\u8868\u7b49\u5f62\u5f0f\u5448\u73b0\u7ed9\u7528\u6237\u00a0\u3002<\/span><\/span><br \/>\n<span style=\"background-color:#ffffff\"><span style=\"color:#24292f\"><span style=\"color:#0f2385\">\u751f\u6210\u5f0f\u63a8\u8350<\/span>\u662f\u4e2a\u6027\u5316\u63a8\u8350\u9886\u57df\u7684\u4e00\u4e2a\u65b0\u5174\u4e14\u9769\u547d\u6027\u7684\u65b9\u5411\u3002\u5b83\u4e0d\u518d\u4ec5\u4ec5\u662f\u9884\u6d4b\u4e00\u4e2a\u7269\u54c1\u88ab\u70b9\u51fb\u7684\u6982\u7387&#xff0c;\u800c\u662f\u5229\u7528\u751f\u6210\u5f0f\u6a21\u578b&#xff08;\u5c24\u5176\u662f\u5927\u578b\u8bed\u8a00\u6a21\u578bLLM&#xff09;\u6765\u76f4\u63a5\u751f\u6210\u63a8\u8350\u7ed3\u679c\u6216\u89e3\u91ca \u3002\u4f8b\u5982&#xff0c;\u5b83\u53ef\u4ee5\u4e3a\u7528\u6237\u751f\u6210\u4e00\u6bb5\u8bdd&#xff0c;\u89e3\u91ca\u4e3a\u4ec0\u4e48\u63a8\u8350\u67d0\u51e0\u4ef6\u5546\u54c1&#xff0c;\u6216\u8005\u76f4\u63a5\u751f\u6210\u4e00\u4e2a\u7b26\u5408\u7528\u6237\u9700\u6c42\u7684\u8d2d\u7269\u6e05\u5355\u3002\u8fd9\u79cd\u65b9\u5f0f\u66f4\u52a0\u7075\u6d3b\u3001\u53ef\u89e3\u91ca&#xff0c;\u5e76\u4e14\u80fd\u591f\u66f4\u597d\u5730\u7406\u89e3\u7528\u6237\u7684\u590d\u6742\u3001\u6a21\u7cca\u610f\u56fe\u00a0\u3002<\/span><\/span><\/p>\n<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\u56fe\u7247\" class=\"rich_pages wxw-img\" height=\"496\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260211090612-698c4684d05d1.png\" width=\"1071\" \/><\/p>\n<p style=\"margin-left:16px;margin-right:16px\"><span style=\"color:#0f2385\">\u6280\u672f\u6311\u6218<\/span><span style=\"color:#0f2385\">:<\/span><\/p>\n<ul style=\"margin-left:16px;margin-right:16px\">\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u63a8\u8350<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u5927\u89c4\u6a21\u8bad\u7ec3&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u00a0\u4e3b\u6d41\u7535\u5546\u6216\u5185\u5bb9\u5e73\u53f0\u7684\u63a8\u8350\u6a21\u578b&#xff0c;\u9700\u8981\u5728<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u5305\u542b\u5343\u4ebf\u751a\u81f3\u4e07\u4ebf\u7ea7\u522b\u7528\u6237\u884c\u4e3a\u6837\u672c\u7684\u6570\u636e\u96c6\u4e0a\u8fdb\u884c\u8bad\u7ec3<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u3002\u8fd9\u4e9b\u6a21\u578b\u7684\u53c2\u6570\u91cf\u4e5f\u5df2\u8fbe\u5230\u767e\u4ebf\u751a\u81f3\u5343\u4ebf\u7ea7\u522b\u3002\u8fd9\u79cd<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u8d85\u5927<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u89c4\u6a21\u7684\u8bad\u7ec3\u4efb\u52a1&#xff0c;<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u9700\u8981\u8d85\u8282\u70b9\u63d0\u4f9b\u5f3a\u5927\u7684\u5206\u5e03\u5f0f<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u5e76\u884c<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u8bad\u7ec3\u80fd\u529b<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u5b9e\u65f6\u7279\u5f81\u5de5\u7a0b\u4e0e\u6a21\u578b\u66f4\u65b0&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u00a0\u4e3a\u4e86\u6355\u6349\u7528\u6237\u5174\u8da3\u7684\u52a8\u6001\u53d8\u5316&#xff0c;<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#000000\">\u63a8\u8350\u7cfb\u7edf\u9700\u8981\u8fd1\u4e4e\u5b9e\u65f6\u5730\u5904\u7406\u7528\u6237\u884c\u4e3a\u6570\u636e&#xff0c;<\/span><\/span><span style=\"color:#000000\">\u66f4\u65b0<\/span><span style=\"background-color:#ffffff\"><span style=\"color:#000000\">\u7528\u6237<\/span><\/span><span style=\"color:#000000\">\u548c\u7269\u54c1\u7684\u7279\u5f81<\/span><span style=\"color:#000000\">&#xff08;Embedding&#xff09;&#xff0c;\u751a\u81f3<\/span><span style=\"color:#000000\">\u8fdb\u884c\u6a21\u578b\u7684\u589e\u91cf\u5b66\u4e60\u6216\u5728\u7ebf\u66f4\u65b0<\/span><span style=\"color:#000000\">\u3002\u8fd9\u8981\u6c42\u7cfb\u7edf\u5177\u5907\u5f3a\u5927\u7684<\/span><span style=\"color:#000000\">\u5b9e\u65f6\u6570\u636e\u5904\u7406\u548c\u8ba1\u7b97\u80fd\u529b<\/span><span style=\"color:#000000\">\u3002<\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left:16px;margin-right:16px\"><span style=\"color:#0f2385\">\u751f\u6210\u5f0f\u63a8\u8350<\/span><span style=\"color:#0f2385\">\u6280\u672f\u89e3\u51b3\u65b9\u6848<\/span><span style=\"color:#0f2385\">:<\/span><\/p>\n<ul style=\"margin-left:16px;margin-right:16px\">\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u751f\u6210\u5f0f\u63a8\u8350\u7684\u63a8\u7406<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u8fc7\u7a0b<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\"><span style=\"color:#0f2385\">&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u751f\u6210\u5f0f\u63a8\u8350\u7684\u6838\u5fc3\u662f\u5927\u578b\u8bed\u8a00\u6a21\u578b\u3002\u7528\u6237\u53d1\u51fa\u4e00\u4e2a\u8bf7\u6c42\u65f6&#xff0c;\u7cfb\u7edf\u9700\u8981&#xff1a;1&#xff09;\u7406\u89e3\u7528\u6237\u610f\u56fe&#xff1b;2&#xff09;\u4ece\u6d77\u91cf\u7269\u54c1\u5e93\u4e2d\u68c0\u7d22&#xff08;\u53ec\u56de&#xff09;\u5c11\u91cf\u5019\u9009\u7269\u54c1&#xff08;\u5411\u91cf\u6570\u636e\u5e93&#xff09;&#xff1b;3&#xff09;\u5c06\u7528\u6237\u4fe1\u606f\u548c\u5019\u9009\u7269\u54c1\u4fe1\u606f\u8f93\u5165\u5230LLM\u4e2d&#xff1b;4&#xff09;LLM\u8fdb\u884c\u63a8\u7406&#xff0c;\u751f\u6210\u6700\u7ec8\u7684\u63a8\u8350\u7ed3\u679c&#xff08;\u53ef\u80fd\u662f\u6392\u5e8f\u5217\u8868\u6216\u4e00\u6bb5\u81ea\u7136\u8bed\u8a00&#xff09;\u3002\u8fd9\u4e2a\u8fc7\u7a0b\u94fe\u6761\u957f&#xff0c;\u4e14\u6838\u5fc3\u73af\u8282\u662fLLM\u63a8\u7406&#xff0c;\u5bf9\u5ef6\u8fdf\u6781\u5176\u654f\u611f\u3002\u56e0\u6b64&#xff0c;\u652f\u6491\u751f\u6210\u5f0f\u63a8\u8350\u7684\u540e\u7aef\u57fa\u7840\u8bbe\u65bd&#xff0c;\u5fc5\u987b\u5177\u5907\u8d85\u8282\u70b9\u7ea7\u522b\u7684\u4f4e\u5ef6\u8fdf\u3001\u9ad8\u541e\u5410\u5927\u6a21\u578b\u63a8\u7406\u80fd\u529b\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u63a8\u8350\u7cfb\u7edf<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\"><span style=\"color:#0f2385\">&#xff1a;<\/span>\u4e3a\u4e86\u5b9e\u73b0\u5b9e\u65f6\u3001\u7cbe\u51c6\u7684\u63a8\u8350&#xff0c;\u7cfb\u7edf\u9700\u8981\u5feb\u901f<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u8bbf\u95ee\u5b58\u50a8\u4e86\u4ebf\u4e07\u7528\u6237\u548c\u7269\u54c1\u7279\u5f81\u7684\u5de8\u5927Embedding\u8868<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u3002\u8fd9\u4e9b\u8868\u901a\u5e38\u8fbe\u5230TB\u7ea7\u522b&#xff0c;\u65e0\u6cd5\u5b8c\u5168\u8f7d\u5165\u5355\u4e2a\u670d\u52a1\u5668\u5185\u5b58&#xff0c;\u5bfc\u81f4\u9700\u8981\u590d\u6742\u7684\u591a\u7ea7\u7f13\u5b58\u548c\u5206\u7247\u7b56\u7565&#xff0c;\u4e0d\u4ec5\u589e\u52a0\u4e86\u5ef6\u8fdf&#xff0c;\u4e5f\u52a0\u5927\u4e86\u7cfb\u7edf\u590d\u6742\u6027\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u5168\u5c40\u7edf\u4e00<\/span><span style=\"color:#0f2385\">Embedding\u8868<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\"><span style=\"color:#0f2385\">&#xff1a;<\/span>\u5bf9\u4e8e\u63a8\u8350\u7cfb\u7edf&#xff0c;\u53ef\u4ee5\u5c06<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#000000\">\u6574\u4e2aTB\u7ea7\u7684Embedding\u8868\u5b8c\u6574\u5730\u52a0\u8f7d\u5230\u8d85\u8282\u70b9\u7684\u5168\u5c40\u5185\u5b58\u6c60\u4e2d<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u3002\u96c6\u7fa4\u5185\u6240\u6709\u7684\u63a8\u8350\u6a21\u578b\u63a8\u7406\u670d\u52a1&#xff0c;\u90fd\u53ef\u4ee5\u901a\u8fc7\u9ad8\u901f\u7f51\u7edc\u4ee5\u63a5\u8fd1\u672c\u5730\u5185\u5b58\u8bbf\u95ee\u7684\u901f\u5ea6&#xff0c;\u76f4\u63a5\u3001\u968f\u673a\u5730\u8bbf\u95ee\u8fd9\u5f20\u8868\u7684\u4efb\u4f55\u4f4d\u7f6e\u3002\u8fd9\u5f7b\u5e95\u6d88\u9664\u4e86\u6570\u636e\u5206\u7247\u548c\u7f13\u5b58\u672a\u547d\u4e2d\u7684\u95ee\u9898\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u5927\u5e26\u5bbd\u3001\u4f4e\u65f6\u5ef6\u5168\u4e92\u8054<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\"><span style=\"color:#0f2385\">&#xff1a;<\/span><\/span><\/span>\u8d85\u8282\u70b9\u91c7\u7528\u5168\u4e92\u8054\u67b6\u6784&#xff0c;\u51cf\u5c11\u6570\u636e\u4f20\u8f93\u8def\u5f84&#xff0c;\u964d\u4f4e\u63a8\u8350\u7cfb\u7edf\u5ef6\u8fdf\u3002<\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left:16px;margin-right:16px\"><span style=\"color:#0f2385\">\u8d85\u8282\u70b9\u5e26\u6765\u7684\u6536\u76ca<\/span><span style=\"color:#0f2385\">:<\/span><\/p>\n<ul style=\"margin-left:16px;margin-right:16px\">\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u63d0\u5347\u63a8\u8350\u6548\u679c\u4e0e\u4f53\u9a8c&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u5141\u8bb8\u4f7f\u7528\u66f4\u5927\u3001\u66f4\u590d\u6742\u7684\u63a8\u8350\u6a21\u578b&#xff0c;\u4ece\u800c\u63d0\u5347\u63a8\u8350\u7684\u7cbe\u51c6\u5ea6\u3002\u540c\u65f6&#xff0c;\u5c06\u63a8\u8350\u670d\u52a1\u7684\u5ef6\u8fdf\u964d\u4f4e\u5230\u6beb\u79d2\u7ea7&#xff0c;\u663e\u8457\u6539\u5584\u7528\u6237\u4f53\u9a8c\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u5904\u7406\u6548\u7387\u63d0\u5347<\/span><span style=\"color:#0f2385\">:\u00a0<\/span><\/span><\/span>\u5728\u63a8\u8350\u7cfb\u7edf\u573a\u666f\u4e2d&#xff0c;\u63a8\u8350\u6a21\u578b\u8bad\u7ec3\u6548\u7387\u5927\u5e45\u63d0\u5347&#xff0c;\u5904\u7406\u6548\u7387\u63d0\u5347\u6570\u500d&#xff0c;\u6574\u4f53\u54cd\u5e94\u65f6\u95f4\u5927\u5e45\u7f29\u77ed\u3002<\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u6210\u672c\u964d\u4f4e<\/span><span style=\"color:#0f2385\">:\u00a0<\/span><\/span><\/span>\u901a\u8fc7\u51cf\u5c11\u6570\u636e\u79fb\u52a8\u548c\u4f18\u5316\u8d44\u6e90\u5229\u7528\u7387&#xff0c;\u5355\u4f4d\u63a8\u8350\u8bf7\u6c42\u5904\u7406\u6210\u672c\u4e0b\u964d\u3002<\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left:16px;margin-right:16px;text-align:center\"><span style=\"color:#1766f4\"><span style=\"color:#0f2385\">\u8d85\u8282\u70b9\u5e94\u7528\u573a\u666f<\/span><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">06&#xff1a;\u00a0<\/span><\/span><\/span><\/p>\n<p style=\"margin-left:16px;margin-right:16px;text-align:center\"><span style=\"color:#1766f4\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u5927\u6570\u636e\u5206\u6790\u4e0e\u5206\u5e03\u5f0f\u5b58\u50a8<\/span><\/span><\/span><\/p>\n<\/p>\n<p style=\"margin-left:16px;margin-right:16px\">\u8d85\u8282\u70b9\u53ef\u4e0e\u5206\u5e03\u5f0f\u5b58\u50a8\u3001\u5927\u6570\u636e\u5206\u6790\u5b9e\u73b0\u6280\u672f\u5c42\u6df1\u5ea6\u878d\u5408&#xff0c;\u5b9e\u73b0\u5b58\u7b97\u4f20\u4e00\u4f53\u5316\u534f\u540c&#xff0c;\u7a81\u7834\u4f20\u7edf\u67b6\u6784\u4e0b\u5927\u6570\u636e\u5206\u6790\u7684\u6548\u7387\u74f6\u9888\u3002<\/p>\n<p style=\"margin-left:16px;margin-right:16px\"><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\"><span style=\"color:#0f2385\">\u6280\u672f\u6311\u6218<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\"><span style=\"color:#0f2385\">&#xff1a;<\/span><\/span><\/span><\/p>\n<ul style=\"margin-left:16px;margin-right:16px\">\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u5b58\u7b97\u5206\u79bb\u7684<\/span><span style=\"color:#0f2385\">I\/O\u74f6\u9888<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\"><span style=\"color:#0f2385\">&#xff1a;<\/span>\u4ee5Hadoop HDFS\u548cMapReduce\/Spark\u4e3a\u4ee3\u8868\u7684\u4f20\u7edf\u5927\u6570\u636e\u67b6\u6784&#xff0c;\u5176\u8ba1\u7b97\u8282\u70b9\u548c\u5b58\u50a8\u8282\u70b9\u5206\u79bb\u3002\u5728\u6570\u636e\u6df7\u6d17&#xff08;Shuffle&#xff09;\u3001\u8bfb\u53d6\u548c\u5199\u5165\u8fc7\u7a0b\u4e2d&#xff0c;\u5927\u91cf\u7684\u4e2d\u95f4\u6570\u636e\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u5728\u5b58\u7b97\u8282\u70b9\u95f4\u4f20\u8f93&#xff0c;\u8fd9\u6210\u4e3a\u5236\u7ea6\u5206\u6790\u6548\u7387\u7684\u6838\u5fc3\u74f6\u9888\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u5b58\u50a8\u6027\u80fd\u6ede\u540e&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u968f\u7740CPU\/GPU\u8ba1\u7b97\u901f\u5ea6\u7684\u98de\u901f\u63d0\u5347&#xff0c;\u4f20\u7edf\u57fa\u4e8e\u786c\u76d8&#xff08;HDD&#xff09;\u751a\u81f3\u666e\u901aSSD\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u7cfb\u7edf&#xff0c;\u5176I\/O\u6027\u80fd\u5df2\u8fdc\u8fdc\u8ddf\u4e0d\u4e0a\u8ba1\u7b97\u7684\u9700\u6c42&#xff0c;\u5f62\u6210\u4e86\u201cI\/O\u5899\u201d\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u6570\u636e\u503e\u659c\u95ee\u9898<\/span><span style=\"color:#0f2385\">:\u00a0<\/span><\/span><\/span>\u6570\u636e\u5206\u5e03\u4e0d\u5747\u5bfc\u81f4\u90e8\u5206\u8282\u70b9\u8d1f\u8f7d\u8fc7\u91cd&#xff0c;\u6574\u4f53\u6548\u7387\u4e0b\u964d\u3002<\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left:16px;margin-right:16px\"><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\"><span style=\"color:#0f2385\">\u8d85\u8282\u70b9\u89e3\u51b3\u65b9\u6848<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\"><span style=\"color:#0f2385\">&#xff1a;<\/span><\/span><\/span><\/p>\n<ul style=\"margin-left:16px;margin-right:16px\">\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u6784\u5efa\u8d85\u878d\u5408\u67b6\u6784&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u8d85\u8282\u70b9\u5728\u903b\u8f91\u4e0a\u5c06\u5b58\u7b97\u8d44\u6e90\u878d\u4e3a\u4e00\u4f53\u3002\u5176\u5185\u5b58\/\u5b58\u50a8\u8d44\u6e90\u6c60\u53ef\u4ee5\u88ab\u89c6\u4e3a\u4e00\u4e2a\u6027\u80fd\u6781\u81f4\u7684\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u3002\u70ed\u6570\u636e\u548c\u4e2d\u95f4\u7ed3\u679c\u53ef\u4ee5\u76f4\u63a5\u7f13\u5b58\u5728\u7531DRAM\u6784\u6210\u7684\u5168\u5c40\u5185\u5b58\u6c60\u4e2d&#xff0c;\u5b9e\u73b0\u5185\u5b58\u7ea7\u7684\u6570\u636e\u8bbf\u95ee\u901f\u5ea6 \u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u8d4b\u80fd\u5927\u89c4\u6a21\u5185\u5b58\u8ba1\u7b97&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u5bf9\u4e8eSpark\u7b49\u5185\u5b58\u8ba1\u7b97\u6846\u67b6&#xff0c;\u8d85\u8282\u70b9\u53ef\u4ee5\u63d0\u4f9b\u4e00\u4e2aPB\u7ea7\u522b\u7684\u7edf\u4e00\u5185\u5b58\u7a7a\u95f4\u3002\u8fd9\u610f\u5473\u7740\u8d85\u5927\u89c4\u6a21\u7684\u6570\u636e\u96c6\u6216\u590d\u6742\u7684\u4e2d\u95f4\u8ba1\u7b97\u7ed3\u679c&#xff08;\u5982RDDs&#xff09;\u53ef\u4ee5\u5b8c\u5168\u4fdd\u7559\u5728\u5185\u5b58\u4e2d\u8fdb\u884c\u5904\u7406&#xff0c;\u5f7b\u5e95\u6d88\u9664\u4e86\u78c1\u76d8I\/O\u7684\u5f00\u9500\u3002\u8282\u70b9\u95f4\u7684\u6570\u636e\u4ea4\u6362\u4e5f\u901a\u8fc7\u7eb3\u79d2\/\u5fae\u79d2\u7ea7\u7684\u4e92\u8054\u7f51\u7edc\u5b8c\u6210&#xff0c;\u6781\u5927\u5730\u52a0\u901f\u4e86\u6570\u636e\u5206\u6790\u6d41\u7a0b\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u8fd1\u6570\u636e\u5904\u7406\u4e0e\u7edf\u4e00\u7ba1\u7406&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u5206\u6790\u4efb\u52a1\u4f1a\u88ab\u667a\u80fd\u8c03\u5ea6\u5230\u6570\u636e\u5206\u7247\u6240\u5728\u7684\u7269\u7406\u8282\u70b9\u9644\u8fd1\u6267\u884c&#xff0c;\u6700\u5927\u5316\u6570\u636e\u672c\u5730\u6027\u00a0\u3002\u6574\u4e2a\u96c6\u7fa4\u4f5c\u4e3a\u4e00\u4e2a\u5355\u4e00\u7684\u8d44\u6e90\u6c60\u8fdb\u884c\u7ba1\u7406&#xff0c;\u5927\u5927\u7b80\u5316\u4e86\u8d44\u6e90\u89c4\u5212\u548c\u8fd0\u7ef4\u5de5\u4f5c \u3002<\/span><\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left:16px;margin-right:16px\"><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\"><span style=\"color:#0f2385\">\u5e94\u7528<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\"><span style=\"color:#0f2385\">\u8d85\u8282\u70b9\u7684<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\"><span style=\"color:#0f2385\">\u6536\u76ca&#xff1a;<\/span><\/span><\/span><\/p>\n<ul style=\"margin-left:16px;margin-right:16px\">\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u6570\u91cf\u7ea7\u7684\u6027\u80fd\u63d0\u5347&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u663e\u8457\u7f29\u77edETL\u3001\u6570\u636e\u67e5\u8be2\u3001\u673a\u5668\u5b66\u4e60\u7b49\u5927\u6570\u636e\u4f5c\u4e1a\u7684\u8fd0\u884c\u65f6\u95f4&#xff0c;\u4f8b\u5982&#xff0c;Crail\u7b49\u9ad8\u6027\u80fd\u5b58\u50a8\u67b6\u6784\u5728Spark\u5e94\u7528\u4e0a\u5c55\u793a\u4e86\u663e\u8457\u7684\u6027\u80fd\u63d0\u5347 \u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u67b6\u6784\u7b80\u5316\u4e0e\u6210\u672c\u8282\u7ea6&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u7edf\u4e00\u7684\u67b6\u6784\u964d\u4f4e\u4e86\u7ba1\u7406\u590d\u6742\u5ea6\u548c\u786c\u4ef6\u5197\u4f59&#xff0c;\u901a\u8fc7\u66f4\u9ad8\u7684\u8d44\u6e90\u5229\u7528\u7387\u548c\u6027\u80fd&#xff0c;\u4f01\u4e1a\u53ef\u4ee5\u7528\u66f4\u5c11\u7684\u786c\u4ef6\u5b8c\u6210\u66f4\u591a\u7684\u5de5\u4f5c&#xff0c;\u4ece\u800c\u8282\u7701\u4e86\u5927\u91cf\u7684\u8d44\u672c\u652f\u51fa&#xff08;CAPEX&#xff09;\u548c\u8fd0\u8425\u652f\u51fa&#xff08;OPEX&#xff09; \u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u652f\u6301\u5b9e\u65f6\u6570\u636e\u5206\u6790&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u6781\u81f4\u7684I\/O\u6027\u80fd\u4f7f\u5f97\u5bf9\u6d41\u5f0f\u6570\u636e\u7684\u5b9e\u65f6\u5206\u6790\u548c\u5373\u5e2d\u67e5\u8be2\u6210\u4e3a\u53ef\u80fd&#xff0c;\u5e2e\u52a9\u4f01\u4e1a\u66f4\u5feb\u5730\u4ece\u6570\u636e\u4e2d\u83b7\u53d6\u6d1e\u5bdf\u3002<\/span><\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left:16px;margin-right:16px;text-align:center\"><span style=\"color:#1766f4\"><span style=\"color:#0f2385\">\u8d85\u8282\u70b9\u5e94\u7528\u573a\u666f<\/span><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">07&#xff1a;\u00a0<\/span><\/span><\/span><\/p>\n<p style=\"margin-left:16px;margin-right:16px;text-align:center\"><span style=\"color:#1766f4\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u9ad8\u6027\u80fd\u6570\u636e\u5e93<\/span><\/span><\/span><\/p>\n<\/p>\n<p style=\"margin-left:16px;margin-right:16px\">\u8d85\u8282\u70b9\u4e0e\u9ad8\u6027\u80fd\u6570\u636e\u5e93\u7684\u7ed3\u5408\u4e3b\u8981\u4f53\u73b0\u5728\u67b6\u6784\u7ea7\u534f\u540c\u3002\u901a\u8fc7\u5185\u5b58\u8bed\u4e49\u4e92\u8054\u534f\u8bae&#xff0c;\u8d85\u8282\u70b9\u5c06\u5206\u5e03\u5f0f\u5185\u5b58\u6c60\u5316&#xff0c;\u4e3a\u6570\u636e\u5e93\u63d0\u4f9b\u7edf\u4e00\u7684\u5168\u5c40\u5185\u5b58\u89c6\u56fe&#xff0c;\u4f7f\u8de8\u8282\u70b9\u6570\u636e\u8bbf\u95ee\u5ef6\u8fdf\u63a5\u8fd1\u672c\u5730\u5185\u5b58\u3002\u8d85\u8282\u70b9\u7684\u5168\u5c40\u7edf\u4e00\u7ba1\u63a7\u80fd\u529b\u53ef\u5f3a\u5316\u6570\u636e\u5e93\u7684\u8d44\u6e90\u8c03\u5ea6\u4e0e\u6545\u969c\u5bb9\u707e\u80fd\u529b&#xff0c;\u4fdd\u969c\u91d1\u878d\u3001\u653f\u4f01\u7b49\u573a\u666f\u4e0b\u9ad8\u6027\u80fd\u6570\u636e\u5e93\u7684\u9ad8\u53ef\u7528\u3001\u9ad8\u53ef\u9760\u8fd0\u884c&#xff0c;\u9002\u914dPB \u7ea7\u6570\u636e\u7684\u9ad8\u6548\u5904\u7406\u9700\u6c42\u3002<\/p>\n<p style=\"margin-left:16px;margin-right:16px\"><span style=\"color:#0f2385\">\u6280\u672f\u6311\u6218<\/span><span style=\"color:#0f2385\">:<\/span><\/p>\n<ul style=\"margin-left:16px;margin-right:16px\">\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u6570\u636e\u5e93&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u4f20\u7edf\u78c1\u76d8\u6570\u636e\u5e93\u53d7\u9650\u4e8eI\/O\u6027\u80fd\u3002\u5185\u5b58\u6570\u636e\u5e93\u867d\u7136\u901f\u5ea6\u5feb&#xff0c;\u4f46\u5bb9\u91cf\u548c\u6269\u5c55\u6027\u53d7\u5355\u673a\u7269\u7406\u5185\u5b58\u9650\u5236\u3002\u5206\u5e03\u5f0f\u6570\u636e\u5e93\u5728\u6267\u884c\u8de8\u8282\u70b9\u4e8b\u52a1\u548cJoin\u64cd\u4f5c\u65f6&#xff0c;\u4f1a\u5f15\u5165\u663e\u8457\u7684\u7f51\u7edc\u5ef6\u8fdf\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u5185\u5b58\u5899\u9650\u5236<\/span><span style=\"color:#0f2385\">:\u00a0<\/span><\/span><\/span>OLAP\u590d\u6742\u67e5\u8be2\u9700\u8981\u5904\u7406\u6d77\u91cf\u6570\u636e&#xff0c;\u4f20\u7edf\u5355\u673a\u5185\u5b58\u5bb9\u91cf\u6709\u9650\u3002<\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u9501\u7ade\u4e89\u95ee\u9898<\/span><span style=\"color:#0f2385\">:\u00a0<\/span><\/span><\/span>OLTP\u9ad8\u5e76\u53d1\u4e8b\u52a1\u573a\u666f\u4e2d&#xff0c;\u9501\u7ade\u4e89\u5bfc\u81f4\u6027\u80fd\u4e0b\u964d\u3002<\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u5206\u5e03\u5f0f\u4e8b\u52a1\u5f00\u9500<\/span><span style=\"color:#0f2385\">:\u00a0<\/span><\/span><\/span>\u8de8\u8282\u70b9\u6570\u636e\u4e00\u81f4\u6027\u7ef4\u62a4\u6210\u672c\u9ad8&#xff0c;\u5f71\u54cd\u4e8b\u52a1\u5904\u7406\u6548\u7387\u3002<\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">I\/O\u5ef6\u8fdf\u9ad8:\u00a0<\/span><\/span><\/span>\u5b58\u50a8\u4e0e\u8ba1\u7b97\u5206\u79bb\u5bfc\u81f4\u6570\u636e\u8bbf\u95ee\u5ef6\u8fdf\u9ad8&#xff0c;\u5f71\u54cd\u67e5\u8be2\u6027\u80fd\u3002<\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left:16px;margin-right:16px\"><span style=\"color:#0f2385\">\u6280\u672f\u89e3\u51b3\u65b9\u6848<\/span><span style=\"color:#0f2385\">:<\/span><\/p>\n<ul style=\"margin-left:16px;margin-right:16px\">\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u96f6\u62f7\u8d1d\u6570\u636e\u4ea4\u6362<\/span><span style=\"color:#0f2385\">:<\/span><\/span><\/span>\u5185\u5b58\u6c60\u5316\u652f\u6301\u6570\u636e&#034;\u96f6\u62f7\u8d1d&#034;\u4ea4\u6362&#xff0c;\u51cf\u5c11OLTP\u9501\u7ade\u4e89&#xff0c;\u4f18\u5316OLAP\u67e5\u8be2\u6027\u3002<\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u6784\u5efa\u5de8\u578b\u5185\u5b58\u6570\u636e\u5e93&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u6574\u4e2a\u8d85\u8282\u70b9\u7684\u5185\u5b58\u6c60\u53ef\u4ee5\u88ab\u865a\u62df\u5316\u4e3a\u4e00\u4e2a\u62e5\u6709\u6570\u5341TB\u751a\u81f3PB\u7ea7\u5185\u5b58\u7684\u5355\u4e00\u903b\u8f91\u6570\u636e\u5e93\u670d\u52a1\u5668\u3002\u6240\u6709\u6570\u636e\u5e38\u9a7b\u5185\u5b58&#xff0c;\u67e5\u8be2\u548c\u4e8b\u52a1\u5904\u7406\u90fd\u5728\u5185\u5b58\u4e2d\u5b8c\u6210\u3002\u8d85\u4f4e\u5ef6\u8fdf\u7684\u4e92\u8054\u7f51\u7edc\u4fdd\u8bc1\u4e86\u8de8\u7269\u7406\u8282\u70b9\u7684\u4e8b\u52a1\u4e00\u81f4\u6027&#xff0c;\u5176\u6027\u80fd\u8fdc\u8d85\u4f20\u7edf\u5206\u5e03\u5f0f\u6570\u636e\u5e93\u3002<\/span><\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left:16px;margin-right:16px\"><span style=\"color:#0f2385\">\u8d85\u8282\u70b9\u5e26\u6765\u7684\u6536\u76ca<\/span><span style=\"color:#0f2385\">:<\/span><\/p>\n<ul style=\"margin-left:16px;margin-right:16px\">\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u6781\u81f4\u6570\u636e\u5e93\u6027\u80fd&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u4e3a\u5728\u7ebf\u4e8b\u52a1\u5904\u7406&#xff08;OLTP&#xff09;\u548c\u5728\u7ebf\u5206\u6790\u5904\u7406&#xff08;OLAP&#xff09;\u8d1f\u8f7d\u63d0\u4f9b\u524d\u6240\u672a\u6709\u7684\u6027\u80fd&#xff0c;\u5b9e\u73b0\u5bf9\u6d77\u91cf\u6570\u636e\u7684\u5b9e\u65f6\u5206\u6790\u548c\u54cd\u5e94\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u7b80\u5316\u7cfb\u7edf\u67b6\u6784&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u901a\u8fc7\u6784\u5efa\u5168\u5c40\u7edf\u4e00\u7684\u6570\u636e\u89c6\u56fe&#xff0c;\u5927\u5927\u7b80\u5316\u4e86\u6570\u636e\u5e93\u548c\u63a8\u8350\u7cfb\u7edf\u7684\u8bbe\u8ba1&#xff0c;\u964d\u4f4e\u4e86\u5f00\u53d1\u548c\u7ef4\u62a4\u6210\u672c\u3002<\/span><\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left:16px;margin-right:16px;text-align:center\"><span style=\"color:#1766f4\"><span style=\"color:#0f2385\">\u8d85\u8282\u70b9\u5e94\u7528\u573a\u666f<\/span><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">08&#xff1a;<\/span><\/span><\/span><\/p>\n<p style=\"margin-left:16px;margin-right:16px;text-align:center\"><span style=\"color:#1766f4\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u8bc1\u5238\u4ea4\u6613<\/span><\/span><\/span><\/p>\n<\/p>\n<p style=\"margin-left:16px;margin-right:16px\">\u8d85\u8282\u70b9\u4ee5\u7b97\u529b\u3001\u65f6\u5ef6\u4e0e\u53ef\u9760\u6027\u4f18\u52bf&#xff0c;\u52a9\u529b\u8bc1\u5238\u4ea4\u6613\u7cfb\u7edf\u5b9e\u73b0\u9ad8\u541e\u5410\u3001\u4f4e\u65f6\u5ef6\u3001\u9ad8\u53ef\u7528\u7684\u8fd0\u884c\u76ee\u6807\u3002<\/p>\n<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\u56fe\u7247\" class=\"rich_pages wxw-img\" height=\"608\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260211090613-698c46859b5aa.png\" width=\"1080\" \/><\/p>\n<p style=\"margin-left:16px;margin-right:16px\"><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\"><span style=\"color:#0f2385\">\u6280\u672f\u6311\u6218<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\"><span style=\"color:#0f2385\">&#xff1a;<\/span><\/span><\/span><\/p>\n<ul style=\"margin-left:16px;margin-right:16px\">\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u7eb3\u79d2\u7ea7\u7684\u5ef6\u8fdf\u7ade\u4e89&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u5728\u9ad8\u9891\u4ea4\u6613&#xff08;HFT&#xff09;\u9886\u57df&#xff0c;\u5ef6\u8fdf\u662f\u51b3\u5b9a\u6210\u8d25\u7684\u552f\u4e00\u6807\u51c6\u3002\u4ece\u63a5\u6536\u4ea4\u6613\u6240\u884c\u60c5\u6570\u636e&#xff0c;\u5230\u7b56\u7565\u8ba1\u7b97&#xff0c;\u518d\u5230\u53d1\u51fa\u8ba2\u5355&#xff0c;\u6574\u4e2a\u94fe\u8def\u7684\u5ef6\u8fdf\u5fc5\u987b\u63a7\u5236\u5728\u5fae\u79d2\u751a\u81f3\u7eb3\u79d2\u7ea7\u522b \u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u786e\u5b9a\u6027\u4e0e\u9ad8\u541e\u5410&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u4ea4\u6613\u7cfb\u7edf\u5fc5\u987b\u80fd\u591f\u6301\u7eed\u3001\u7a33\u5b9a\u5730\u5904\u7406<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u6d77\u91cf<\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u7684\u5e02\u573a\u884c\u60c5\u66f4\u65b0\u548c\u6570\u4e07\u7b14\u7684\u8ba2\u5355\u8bf7\u6c42&#xff0c;\u4efb\u4f55\u7f51\u7edc\u6296\u52a8\u6216\u5904\u7406\u5ef6\u8fdf\u90fd\u53ef\u80fd\u5bfc\u81f4\u5de8\u5927\u7684\u4ea4\u6613\u635f\u5931\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u6570\u636e\u4e00\u81f4\u6027\u4e0e\u53ef\u9760\u6027<\/span><span style=\"color:#0f2385\">:<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u4ea4\u6613\u7cfb\u7edf\u5fc5\u987b\u8fbe\u5230\u91d1\u878d\u7ea7\u7684\u201c\u4e94\u4e2a\u4e5d\u201d&#xff08;99.999%&#xff09;\u751a\u81f3\u66f4\u9ad8\u7684\u53ef\u7528\u6027&#xff0c;\u5e76\u5177\u5907\u5728\u53d1\u751f\u6545\u969c\u65f6\u77ac\u65f6\u5207\u6362\u5230\u5907\u7528\u7cfb\u7edf\u7684\u80fd\u529b \u3002<\/span><\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left:16px;margin-right:16px\"><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\"><span style=\"color:#0f2385\">\u8d85\u8282\u70b9\u89e3\u51b3\u65b9\u6848&#xff1a;<\/span><\/span><\/span><\/p>\n<ul style=\"margin-left:16px;margin-right:16px\">\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u786c\u4ef6\u7ea7\u7684\u5ef6\u8fdf\u6d88\u9664&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u4ea4\u6613\u7cfb\u7edf\u4e2d\u7684\u5404\u4e2a\u5fae\u670d\u52a1\u6a21\u5757&#xff08;\u884c\u60c5\u89e3\u7801\u3001\u7b56\u7565\u5f15\u64ce\u3001\u98ce\u9669\u63a7\u5236\u3001\u8ba2\u5355\u7f51\u5173&#xff09;\u53ef\u4ee5\u90e8\u7f72\u5728\u8d85\u8282\u70b9\u7684\u4e0d\u540c\u8ba1\u7b97\u5355\u5143\u4e0a\u3002\u5b83\u4eec\u4e4b\u95f4\u7684\u901a\u4fe1\u4e0d\u518d\u901a\u8fc7\u4f20\u7edf\u7684\u7f51\u7edc\u534f\u8bae\u6808&#xff0c;\u800c\u662f\u901a\u8fc7\u76f4\u63a5\u8bfb\u5199\u5168\u5c40\u5171\u4eab\u5185\u5b58\u6765\u5b8c\u6210\u3002\u4f8b\u5982&#xff0c;\u884c\u60c5\u89e3\u7801\u6a21\u5757\u5c06\u89e3\u6790\u540e\u7684\u8ba2\u5355\u7c3f&#xff08;Order Book&#xff09;\u76f4\u63a5\u5199\u5165\u5171\u4eab\u5185\u5b58&#xff0c;\u7b56\u7565\u5f15\u64ce\u7acb\u5373\u5c31\u80fd\u770b\u5230\u66f4\u65b0\u5e76\u505a\u51fa\u51b3\u7b56&#xff0c;\u6574\u4e2a\u8fc7\u7a0b\u7684\u5185\u90e8\u5ef6\u8fdf\u53ef\u4ee5\u964d\u4f4e\u5230\u7eb3\u79d2\u7ea7\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u7edf\u4e00\u5185\u5b58\u72b6\u6001\u673a&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u6574\u4e2a\u4ea4\u6613\u6240\u7684\u5e02\u573a\u72b6\u6001\u3001\u4ea4\u6613\u5458\u7684\u6301\u4ed3\u3001\u8ba2\u5355\u72b6\u6001\u7b49&#xff0c;\u90fd\u53ef\u4ee5\u4f5c\u4e3a\u4e00\u4e2a\u7edf\u4e00\u7684\u72b6\u6001\u673a&#xff0c;\u5b8c\u6574\u5730\u4fdd\u5b58\u5728\u8d85\u8282\u70b9\u7684\u5185\u5b58\u6c60\u4e2d\u3002\u8fd9\u4fdd\u8bc1\u4e86\u6240\u6709\u7b56\u7565\u6a21\u5757\u90fd\u80fd\u8bbf\u95ee\u5230\u5168\u5c40\u4e00\u81f4\u3001\u5b9e\u65f6\u7684\u6570\u636e\u89c6\u56fe&#xff0c;\u907f\u514d\u4e86\u56e0\u6570\u636e\u540c\u6b65\u5ef6\u8fdf\u5bfc\u81f4\u7684\u51b3\u7b56\u9519\u8bef\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u5185\u5efa\u7684\u77ac\u65f6\u5bb9\u9519&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u53ef\u4ee5\u5728\u540c\u4e00\u4e2a\u8d85\u8282\u70b9\u5185\u8fd0\u884c\u4e00\u4e2a\u4e3b\u4ea4\u6613\u7cfb\u7edf\u548c\u4e00\u4e2a\u6216\u591a\u4e2a\u70ed\u5907\u4efd\u7cfb\u7edf\u3002\u6240\u6709\u7cfb\u7edf\u90fd\u8fde\u63a5\u5230\u540c\u4e00\u4e2a\u5185\u5b58\u6c60\u3002\u4e3b\u7cfb\u7edf\u5b9e\u65f6\u5c06\u81ea\u5df1\u7684\u6838\u5fc3\u72b6\u6001\u5199\u5165\u5171\u4eab\u5185\u5b58&#xff0c;\u5907\u4efd\u7cfb\u7edf\u5219\u5b9e\u65f6\u201c\u89c2\u5bdf\u201d\u8fd9\u4e9b\u72b6\u6001\u3002\u4e00\u65e6\u4e3b\u7cfb\u7edf\u5fc3\u8df3\u4e2d\u65ad&#xff0c;\u786c\u4ef6\u7ea7\u7684\u4ef2\u88c1\u673a\u5236\u53ef\u4ee5\u5728\u7eb3\u79d2\u5185\u5b8c\u6210\u5207\u6362&#xff0c;\u7531\u5907\u4efd\u7cfb\u7edf\u63a5\u7ba1&#xff0c;\u5b9e\u73b0\u51e0\u4e4e\u96f6\u4e2d\u65ad\u7684\u6545\u969c\u8f6c\u79fb \u3002<\/span><\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left:16px;margin-right:16px\"><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\"><span style=\"color:#0f2385\">\u5e94\u7528\u6536\u76ca&#xff1a;<\/span><\/span><\/span><\/p>\n<ul style=\"margin-left:16px;margin-right:16px\">\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u83b7\u5f97\u6781\u81f4\u7684\u901f\u5ea6\u4f18\u52bf&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u5c06\u7cfb\u7edf\u5185\u90e8\u7684\u901a\u4fe1\u548c\u5904\u7406\u5ef6\u8fdf\u538b\u7f29\u5230\u7269\u7406\u6781\u9650&#xff0c;\u4e3a\u4ea4\u6613\u7b56\u7565\u8d62\u5f97\u5b9d\u8d35\u7684\u6267\u884c\u65f6\u95f4\u7a97\u53e3\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u63d0\u4f9b\u786e\u5b9a\u6027\u6027\u80fd\u4fdd\u969c&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u6d88\u9664\u7531\u7f51\u7edc\u62e5\u585e\u548c\u64cd\u4f5c\u7cfb\u7edf\u8c03\u5ea6\u5e26\u6765\u7684\u5ef6\u8fdf\u6296\u52a8&#xff0c;\u786e\u4fdd\u4ea4\u6613\u7b56\u7565\u5728\u4efb\u4f55\u5e02\u573a\u6761\u4ef6\u4e0b\u90fd\u80fd\u4ee5\u53ef\u9884\u6d4b\u7684\u5ef6\u8fdf\u6267\u884c\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"background-color:#ffffff\"><span style=\"color:#1d70f5\"><span style=\"color:#0f2385\">\u5b9e\u73b0\u91d1\u878d\u7ea7\u7684\u7a33\u5b9a\u53ef\u9760&#xff1a;<\/span><\/span><\/span><span style=\"background-color:#ffffff\"><span style=\"color:#24292f\">\u63d0\u4f9b\u6bd4\u4f20\u7edf\u57fa\u4e8e\u7f51\u7edc\u7684HA&#xff08;High Availability&#xff09;\u65b9\u6848\u66f4\u5feb\u3001\u66f4\u53ef\u9760\u7684\u5bb9\u9519\u673a\u5236&#xff0c;\u4fdd\u969c\u4ea4\u6613\u4e1a\u52a1\u7684\u8fde\u7eed\u6027\u3002<\/span><\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left:16px;margin-right:16px;text-align:center\"><span style=\"color:#1766f4\"><span style=\"color:#0f2385\">\u7ed3\u8bba<\/span><\/span><\/p>\n<\/p>\n<p style=\"margin-left:16px;margin-right:16px\"><span>\u8d85\u8282\u70b9\u67b6\u6784&#xff0c;\u4ee5\u5176\u8d85\u5927\u5e26\u5bbd\u3001\u8d85\u4f4e\u65f6\u5ef6\u3001\u8d44\u6e90\u6c60\u5316\u548c\u9ad8\u53ef\u9760\u6027\u7684\u6838\u5fc3\u7279\u5f81&#xff0c;\u6b63\u6210\u4e3a\u9a71\u52a8\u4e0b\u4e00\u4ee3\u4eba\u5de5\u667a\u80fd\u3001\u5927\u6570\u636e\u548c\u79d1\u5b66\u8ba1\u7b97\u53d1\u5c55\u7684\u5173\u952e\u5f15\u64ce\u3002\u5b83\u901a\u8fc7\u4ece\u6839\u672c\u4e0a\u91cd\u5851\u6570\u636e\u4e2d\u5fc3\u7684\u8ba1\u7b97\u8303\u5f0f&#xff0c;\u6709\u6548\u89e3\u51b3\u4e86\u4f20\u7edf\u67b6\u6784\u5728\u9762\u5bf9\u6781\u7aef\u8ba1\u7b97\u8d1f\u8f7d\u65f6\u6240\u906d\u9047\u7684\u901a\u4fe1\u548c<\/span><span>I\/O\u74f6\u9888\u3002\u65e0\u8bba\u662f\u5728\u52a0\u901f\u4e07\u4ebf\u53c2\u6570\u6a21\u578b\u7684\u8bad\u7ec3\u4e0e\u63a8\u7406&#xff0c;\u8fd8\u662f\u5728\u8d4b\u80fd\u5b9e\u65f6\u5927\u6570\u636e\u5206\u6790\u548c\u7eb3\u79d2\u7ea7\u91d1\u878d\u4ea4\u6613\u7b49\u8981\u6c42\u82db\u523b\u7684\u573a\u666f\u4e2d&#xff0c;\u8d85\u8282\u70b9\u90fd\u5c55\u73b0\u51fa\u4e86\u65e0\u4e0e\u4f26\u6bd4\u7684\u6f5c\u529b\u4e0e\u4ef7\u503c\u3002<\/span><\/p>\n<hr \/>\n<p style=\"margin-left:16px;margin-right:16px\"><span>\u66f4\u591a\u8d85\u8282\u70b9\u76f8\u5173\u8bae\u9898<\/span><span>\u5c06\u5728<span style=\"color:#0f2385\">2026 Open AI Infr<\/span><\/span><span><span style=\"color:#0f2385\">a<\/span><\/span><span><span style=\"color:#0f2385\">\u00a0Summit<\/span><\/span><span>\u4e0a<\/span><span>\u8fce\u6765\u96c6\u4e2d\u63a2\u8ba8\u4e0e\u5b9e\u8df5\u4ea4\u6d41\u3002<\/span><span>\u65e0\u8bba\u4f60\u662f\u6280\u672f\u7814\u53d1\u4eba\u5458\u3001\u4f01\u4e1a\u51b3\u7b56\u8005\u8fd8\u662f\u79d1\u7814\u5de5\u4f5c\u8005&#xff0c;\u90fd\u80fd\u5728\u8fd9\u91cc\u7a81\u7834\u74f6\u9888\u3001\u94fe\u63a5\u8d44<\/span><span>\u6e90\u3001\u9884\u5224\u8d8b\u52bf<\/span><span>\u3002<\/span><span><span style=\"color:#0f2385\">\u73b0\u5927\u4f1a\u62a5\u540d\u901a\u9053\u5df2\u5f00\u542f&#xff0c;\u5c55\u4f4d\u4e0e\u8d5e\u52a9\u5e2d\u4f4d\u5df2\u540c\u6b65\u5f00\u653e&#xff0c;\u6b22\u8fce<\/span><\/span><span><span style=\"color:#0f2385\">\u626b\u63cf\u4e0b\u65b9\u4e8c\u7ef4\u7801\u62a5\u540d&#xff0c;\u5171\u8bdd\u4e0b\u4e00\u4ee3\u7b97\u529b\u683c\u5c40&#xff01;<\/span><\/span><\/p>\n<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\u56fe\u7247\" class=\"rich_pages wxw-img\" height=\"56\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260211090614-698c46865c37b.png\" width=\"56\" \/><\/p>\n<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\u56fe\u7247\" class=\"rich_pages wxw-img\" height=\"195\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260211090614-698c4686660bb.png\" width=\"200\" \/><\/p>\n<p style=\"text-align:center\"><span style=\"color:#3b3b3b\">\u5373\u523b\u626b\u7801\u62a5\u540d&gt;&gt;<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u3010\u524d\u6587\u56de\u987e\u3011\u8d85\u8282\u70b9\u751f\u6001\u6b63\u5904\u5728\u4e00\u4e2a\u6280\u672f\u7206\u70b8\u3001\u6807\u51c6\u91cd\u5851\u3001\u7fa4\u96c4\u9010\u9e7f\u7684\u65f6\u4ee3\u3002\u5f53\u524d\u8d85\u8282\u70b9\u4ea7\u4e1a\u94fe\u5df2\u5f62\u6210\u5668\u4ef6\u3001\u6574\u673a\u3001\u8f6f\u4ef6\u3001\u670d\u52a1\u56db\u5c42\u534f\u540c\u4f53\u7cfb\u3002\u4ece\u5e95\u5c42\u7684\u5668\u4ef6\u521b\u65b0&#xff0c;\u5230\u9876\u5c42\u7684\u670d\u52a1\u843d\u5730&#xff0c;\u518d\u5230\u5f00\u653e\u7684\u751f\u6001\u5408\u4f5c\u4e0e\u590d\u6742\u7684\u5f02\u6784\u878d\u5408&#xff0c;\u6bcf\u4e00\u4e2a\u73af\u8282\u90fd\u5145\u6ee1\u4e86\u6311\u6218\u4e0e\u673a\u9047\u30022026\u5e74\u5c06\u6210\u4e3a\u8d85\u8282\u70b9\u89c4\u6a21\u5316\u5546\u7528\u62d0\u70b9,\u672a\u6765\u751f\u6001\u7ade\u4e89\u5c06\u4ece\u786c\u4ef6\u6027\u80fd\u8f6c\u5411\u8f6f\u786c\u534f\u540c\u80fd\u529b&#xff0c;\u5f00\u653e\u534f\u8bae\u4e0e\u8de8\u5382\u5546\u9002\u914d\u6210\u4e3a\u5236\u80dc\u6838\u5fc3\u3002\u672c\u7bc7\u5c06\u805a\u7126\u4e8e\u8d85\u8282\u70b9\u5728\u5173\u952e\u9886\u57df\u7684\u5e94\u7528&#xff0c;\u4ece\u5927\u89c4\u6a21\u8bad\u7ec3\u3001\u5927\u6a21\u578b\u63a8\u7406\u3001\u591a\u6a21\u6001<\/p>\n","protected":false},"author":2,"featured_media":75156,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[7990,7989],"topic":[],"class_list":["post-75165","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-7990","tag-7989"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u8d85\u8282\u70b9\u7b97\u529b\u9769\u547d(\u4e94\uff09| \u8d85\u8282\u70b9\u5e94\u7528\u573a\u666f\u5206\u6790 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/75165.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u8d85\u8282\u70b9\u7b97\u529b\u9769\u547d(\u4e94\uff09| \u8d85\u8282\u70b9\u5e94\u7528\u573a\u666f\u5206\u6790 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u3010\u524d\u6587\u56de\u987e\u3011\u8d85\u8282\u70b9\u751f\u6001\u6b63\u5904\u5728\u4e00\u4e2a\u6280\u672f\u7206\u70b8\u3001\u6807\u51c6\u91cd\u5851\u3001\u7fa4\u96c4\u9010\u9e7f\u7684\u65f6\u4ee3\u3002\u5f53\u524d\u8d85\u8282\u70b9\u4ea7\u4e1a\u94fe\u5df2\u5f62\u6210\u5668\u4ef6\u3001\u6574\u673a\u3001\u8f6f\u4ef6\u3001\u670d\u52a1\u56db\u5c42\u534f\u540c\u4f53\u7cfb\u3002\u4ece\u5e95\u5c42\u7684\u5668\u4ef6\u521b\u65b0&#xff0c;\u5230\u9876\u5c42\u7684\u670d\u52a1\u843d\u5730&#xff0c;\u518d\u5230\u5f00\u653e\u7684\u751f\u6001\u5408\u4f5c\u4e0e\u590d\u6742\u7684\u5f02\u6784\u878d\u5408&#xff0c;\u6bcf\u4e00\u4e2a\u73af\u8282\u90fd\u5145\u6ee1\u4e86\u6311\u6218\u4e0e\u673a\u9047\u30022026\u5e74\u5c06\u6210\u4e3a\u8d85\u8282\u70b9\u89c4\u6a21\u5316\u5546\u7528\u62d0\u70b9,\u672a\u6765\u751f\u6001\u7ade\u4e89\u5c06\u4ece\u786c\u4ef6\u6027\u80fd\u8f6c\u5411\u8f6f\u786c\u534f\u540c\u80fd\u529b&#xff0c;\u5f00\u653e\u534f\u8bae\u4e0e\u8de8\u5382\u5546\u9002\u914d\u6210\u4e3a\u5236\u80dc\u6838\u5fc3\u3002\u672c\u7bc7\u5c06\u805a\u7126\u4e8e\u8d85\u8282\u70b9\u5728\u5173\u952e\u9886\u57df\u7684\u5e94\u7528&#xff0c;\u4ece\u5927\u89c4\u6a21\u8bad\u7ec3\u3001\u5927\u6a21\u578b\u63a8\u7406\u3001\u591a\u6a21\u6001\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/75165.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2026-02-11T09:06:15+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260211090609-698c46812c230.png\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/75165.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/75165.html\",\"name\":\"\u8d85\u8282\u70b9\u7b97\u529b\u9769\u547d(\u4e94\uff09| \u8d85\u8282\u70b9\u5e94\u7528\u573a\u666f\u5206\u6790 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"isPartOf\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\"},\"datePublished\":\"2026-02-11T09:06:15+00:00\",\"dateModified\":\"2026-02-11T09:06:15+00:00\",\"author\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/75165.html#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.wsisp.com\/helps\/75165.html\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/75165.html#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.wsisp.com\/helps\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u8d85\u8282\u70b9\u7b97\u529b\u9769\u547d(\u4e94\uff09| \u8d85\u8282\u70b9\u5e94\u7528\u573a\u666f\u5206\u6790\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\",\"url\":\"https:\/\/www.wsisp.com\/helps\/\",\"name\":\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"description\":\"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"contentUrl\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"caption\":\"admin\"},\"sameAs\":[\"http:\/\/wp.wsisp.com\"],\"url\":\"https:\/\/www.wsisp.com\/helps\/author\/admin\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u8d85\u8282\u70b9\u7b97\u529b\u9769\u547d(\u4e94\uff09| \u8d85\u8282\u70b9\u5e94\u7528\u573a\u666f\u5206\u6790 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.wsisp.com\/helps\/75165.html","og_locale":"zh_CN","og_type":"article","og_title":"\u8d85\u8282\u70b9\u7b97\u529b\u9769\u547d(\u4e94\uff09| \u8d85\u8282\u70b9\u5e94\u7528\u573a\u666f\u5206\u6790 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","og_description":"\u3010\u524d\u6587\u56de\u987e\u3011\u8d85\u8282\u70b9\u751f\u6001\u6b63\u5904\u5728\u4e00\u4e2a\u6280\u672f\u7206\u70b8\u3001\u6807\u51c6\u91cd\u5851\u3001\u7fa4\u96c4\u9010\u9e7f\u7684\u65f6\u4ee3\u3002\u5f53\u524d\u8d85\u8282\u70b9\u4ea7\u4e1a\u94fe\u5df2\u5f62\u6210\u5668\u4ef6\u3001\u6574\u673a\u3001\u8f6f\u4ef6\u3001\u670d\u52a1\u56db\u5c42\u534f\u540c\u4f53\u7cfb\u3002\u4ece\u5e95\u5c42\u7684\u5668\u4ef6\u521b\u65b0&#xff0c;\u5230\u9876\u5c42\u7684\u670d\u52a1\u843d\u5730&#xff0c;\u518d\u5230\u5f00\u653e\u7684\u751f\u6001\u5408\u4f5c\u4e0e\u590d\u6742\u7684\u5f02\u6784\u878d\u5408&#xff0c;\u6bcf\u4e00\u4e2a\u73af\u8282\u90fd\u5145\u6ee1\u4e86\u6311\u6218\u4e0e\u673a\u9047\u30022026\u5e74\u5c06\u6210\u4e3a\u8d85\u8282\u70b9\u89c4\u6a21\u5316\u5546\u7528\u62d0\u70b9,\u672a\u6765\u751f\u6001\u7ade\u4e89\u5c06\u4ece\u786c\u4ef6\u6027\u80fd\u8f6c\u5411\u8f6f\u786c\u534f\u540c\u80fd\u529b&#xff0c;\u5f00\u653e\u534f\u8bae\u4e0e\u8de8\u5382\u5546\u9002\u914d\u6210\u4e3a\u5236\u80dc\u6838\u5fc3\u3002\u672c\u7bc7\u5c06\u805a\u7126\u4e8e\u8d85\u8282\u70b9\u5728\u5173\u952e\u9886\u57df\u7684\u5e94\u7528&#xff0c;\u4ece\u5927\u89c4\u6a21\u8bad\u7ec3\u3001\u5927\u6a21\u578b\u63a8\u7406\u3001\u591a\u6a21\u6001","og_url":"https:\/\/www.wsisp.com\/helps\/75165.html","og_site_name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","article_published_time":"2026-02-11T09:06:15+00:00","og_image":[{"url":"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260211090609-698c46812c230.png"}],"author":"admin","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"admin","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"5 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.wsisp.com\/helps\/75165.html","url":"https:\/\/www.wsisp.com\/helps\/75165.html","name":"\u8d85\u8282\u70b9\u7b97\u529b\u9769\u547d(\u4e94\uff09| \u8d85\u8282\u70b9\u5e94\u7528\u573a\u666f\u5206\u6790 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","isPartOf":{"@id":"https:\/\/www.wsisp.com\/helps\/#website"},"datePublished":"2026-02-11T09:06:15+00:00","dateModified":"2026-02-11T09:06:15+00:00","author":{"@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41"},"breadcrumb":{"@id":"https:\/\/www.wsisp.com\/helps\/75165.html#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.wsisp.com\/helps\/75165.html"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.wsisp.com\/helps\/75165.html#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.wsisp.com\/helps"},{"@type":"ListItem","position":2,"name":"\u8d85\u8282\u70b9\u7b97\u529b\u9769\u547d(\u4e94\uff09| \u8d85\u8282\u70b9\u5e94\u7528\u573a\u666f\u5206\u6790"}]},{"@type":"WebSite","@id":"https:\/\/www.wsisp.com\/helps\/#website","url":"https:\/\/www.wsisp.com\/helps\/","name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","description":"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41","name":"admin","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/","url":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","contentUrl":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","caption":"admin"},"sameAs":["http:\/\/wp.wsisp.com"],"url":"https:\/\/www.wsisp.com\/helps\/author\/admin"}]}},"_links":{"self":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/75165","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/comments?post=75165"}],"version-history":[{"count":0,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/75165\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media\/75156"}],"wp:attachment":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media?parent=75165"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/categories?post=75165"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/tags?post=75165"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/topic?post=75165"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}