{"id":1060935,"date":"2024-05-29T01:53:00","date_gmt":"2024-05-29T08:53:00","guid":{"rendered":"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/?post_type=msr-blog-post&#038;p=1060935"},"modified":"2024-09-25T04:19:22","modified_gmt":"2024-09-25T11:19:22","slug":"peng-cheng","status":"publish","type":"msr-blog-post","link":"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/articles\/peng-cheng\/","title":{"rendered":"\u7a0b\u9e4f\uff1a\u201c\u7814\u7a76\u5458+\u5de5\u7a0b\u5e08\u201d\u6a21\u5f0f\u7684\u63a2\u8def\u8005\uff0c\u63a8\u52a8\u4eba\u5de5\u667a\u80fd\u4e0e\u7cfb\u7edf\u534f\u540c\u8fdb\u5316"},"content":{"rendered":"\n<p>\u7f16\u8005\u6309\uff1a\u5c3d\u7ba1\u4eba\u5de5\u667a\u80fd\u5927\u6a21\u578b\u5728\u5904\u7406\u4efb\u52a1\u7684\u5e7f\u5ea6\u4e0a\u5df2\u7ecf\u53d6\u5f97\u4e86\u7a81\u7834\uff0c\u4f46\u5b83\u5728\u7279\u5b9a\u9886\u57df\u7684\u6df1\u5ea6\u548c\u7cbe\u786e\u6027\u4e0a\u4ecd\u5b58\u5728\u5c40\u9650\u3002\u4e3a\u4e86\u5e94\u5bf9\u8fd9\u4e00\u6311\u6218\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u63d0\u51fa\u4e86\u7279\u5b9a\u9886\u57df\u667a\u80fd\uff08Artificial Specialized Intelligence, ASI\uff09\u7684\u6982\u5ff5\uff0c\u5e76\u6cbf\u7740\u4eba\u5de5\u667a\u80fd\u4e0e\u7cfb\u7edf\u534f\u540c\u8fdb\u5316\uff08AI-System Co-evolution\uff09\u7684\u7814\u7a76\u8def\u7ebf\uff0c\u5229\u7528\u4eba\u5de5\u667a\u80fd\u6280\u672f\u81ea\u52a8\u5316\u8bbe\u8ba1\u548c\u6784\u5efa\u5e95\u5c42\u7cfb\u7edf\u4e0e\u786c\u4ef6\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u5b9a\u5236\u5316\u7684\u670d\u52a1\u3002\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u8d44\u6df1\u9996\u5e2d\u7814\u7a76\u5458\u7a0b\u9e4f\u6240\u5728\u7684\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\uff08\u6e29\u54e5\u534e\uff09\u56e2\u961f\uff0c\u6b63\u81f4\u529b\u4e8e\u8fd9\u4e00\u7814\u7a76\u4efb\u52a1\u3002\u4ed6\u4eec\u57fa\u4e8e\u201c\u7814\u7a76\u5458+\u5de5\u7a0b\u5e08\u201d\u7684\u534f\u4f5c\u7814\u53d1\u6a21\u5f0f\uff0c\u6574\u5408\u5168\u7403\u4eba\u624d\u548c\u8d44\u6e90\uff0c\u63a8\u52a8 ASI \u7814\u7a76\u7684\u6df1\u5165\u53d1\u5c55\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u4eba\u5de5\u667a\u80fd\u7684\u521b\u65b0\u7a81\u7834\u4e0d\u65ad\u5237\u65b0\u4eba\u4eec\u7684\u8ba4\u77e5\uff0c\u5e26\u6765\u4e86\u4f17\u591a\u4ee4\u4eba\u77a9\u76ee\u7684\u6210\u679c\u3002\u5c3d\u7ba1\u4ee5\u6784\u5efa\u901a\u7528\u578b\u4eba\u5de5\u667a\u80fd\u4e3a\u76ee\u6807\u7684\u7814\u7a76\u53d6\u5f97\u4e86\u663e\u8457\u8fdb\u5c55\uff0c\u4f46\u5f88\u591a\u6280\u672f\u5728\u5b9e\u9645\u7684\u4ea7\u4e1a\u843d\u5730\u65f6\u5e76\u4e0d\u80fd\u5f88\u597d\u5730\u9002\u5e94\u5782\u76f4\u9886\u57df\u7684\u7279\u5b9a\u4e1a\u52a1\u573a\u666f\u3002<\/p>\n\n\n\n<p>\u201c\u5728\u4f20\u7edf\u7684\u6280\u672f\u843d\u5730\u6d41\u7a0b\u4e2d\uff0c\u79d1\u7814\u4eba\u5458\u4f1a\u5c06\u521b\u65b0\u6210\u679c\u4ea4\u4ed8\u7ed9\u5de5\u7a0b\u5e08\uff0c\u968f\u540e\u7531\u5de5\u7a0b\u56e2\u961f\u8d1f\u8d23\u6280\u672f\u7684\u5b9e\u65bd\u843d\u5730\uff0c\u7814\u7a76\u5458\u4e0e\u5de5\u7a0b\u5e08\u7684\u5de5\u4f5c\u76f8\u5bf9\u72ec\u7acb\u3002\u4f46\u5728\u4eba\u5de5\u667a\u80fd\u9886\u57df\u4e2d\uff0c\u8981\u60f3\u5b9e\u73b0\u6280\u672f\u7684\u5b9e\u9645\u5e94\u7528\uff0c\u5c31\u5fc5\u987b\u6df1\u5ea6\u6574\u5408\u521b\u65b0\u6280\u672f\u4e0e\u5b9e\u9645\u9700\u6c42\u3002\u56e0\u6b64\uff0c\u4ece\u7814\u7a76\u9636\u6bb5\u5f00\u59cb\uff0c\u5de5\u7a0b\u5e08\u5c31\u9700\u8981\u4e0e\u7814\u7a76\u5458\u7d27\u5bc6\u5408\u4f5c\u3002\u201d\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u8d44\u6df1\u9996\u5e2d\u7814\u7a76\u5458\u7a0b\u9e4f\u8bf4\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/peng-cheng-1-1024x768.jpg\" alt=\"Peng Cheng\" class=\"wp-image-1060938\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/peng-cheng-1-1024x768.jpg 1024w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/peng-cheng-1-300x225.jpg 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/peng-cheng-1-768x576.jpg 768w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/peng-cheng-1-1536x1152.jpg 1536w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/peng-cheng-1-80x60.jpg 80w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/peng-cheng-1-240x180.jpg 240w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/peng-cheng-1.jpg 1702w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u8d44\u6df1\u9996\u5e2d\u7814\u7a76\u5458\u7a0b\u9e4f<\/figcaption><\/figure>\n\n\n\n<p>\u4e3a\u4e86\u4fc3\u8fdb\u8fd9\u79cd\u5408\u4f5c\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u63d0\u51fa\u4e86\u201c\u7814\u7a76\u5458+\u5de5\u7a0b\u5e08\u201d\u7684\u521b\u65b0\u534f\u540c\u7814\u53d1\u6a21\u5f0f\uff0c\u5e76\u5728\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\uff08\u6e29\u54e5\u534e\uff09\u7387\u5148\u90e8\u7f72\uff0c\u5e0c\u671b\u6253\u7834\u4f20\u7edf\u58c1\u5792\uff0c\u52a0\u901f\u6280\u672f\u4ece\u7406\u8bba\u65b9\u6cd5\u5230\u73b0\u5b9e\u5e94\u7528\u7684\u8f6c\u5316\u3002\u4f5c\u4e3a\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\uff08\u6e29\u54e5\u534e\uff09\u7684\u9996\u6279\u7814\u7a76\u5458\u4e4b\u4e00\uff0c\u7a0b\u9e4f\u6b63\u4e0e\u56e2\u961f\u4e00\u9053\uff0c\u4ee5\u5168\u65b0\u7684\u7814\u53d1\u6a21\u5f0f\u63a8\u52a8\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u53d1\u5c55\u548c\u5e94\u7528\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662-\u6e29\u54e5\u534e-\u4e13\u6ce8asi\u63a2\u7d22\">\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\uff08\u6e29\u54e5\u534e\uff09\uff1a\u4e13\u6ce8ASI\u63a2\u7d22<\/h2>\n\n\n\n<p>\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u5728\u6e29\u54e5\u534e\u5efa\u7acb\u5b9e\u9a8c\u5ba4\uff0c\u4e00\u65b9\u9762\u52a0\u5f3a\u4e86\u5fae\u8f6f\u5168\u7403\u7814\u7a76\u7f51\u7edc\u7684\u5408\u4f5c\u6548\u5e94\uff0c\u5728\u7269\u7406\u7a7a\u95f4\u4e0a\u7f29\u77ed\u4e86\u7814\u7a76\u5458\u4e0e\u5de5\u7a0b\u56e2\u961f\u4e4b\u95f4\u7684\u8ddd\u79bb\uff0c\u5e76\u4e3a\u5fae\u8f6f\u7814\u7a76\u9662\u4f4d\u4e8e\u592a\u5e73\u6d0b\u533a\u57df\u7684\u5b9e\u9a8c\u5ba4\u4e4b\u95f4\u7684\u9ad8\u6548\u5408\u4f5c\u67b6\u8d77\u4e86\u6865\u6881\uff1b\u53e6\u4e00\u65b9\u9762\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u5e0c\u671b\u901a\u8fc7\u201c\u7814\u7a76\u5458+\u5de5\u7a0b\u5e08\u201d\u7684\u7d27\u5bc6\u534f\u4f5c\u6a21\u5f0f\uff0c\u63a8\u8fdb\u901a\u7528\u578b\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u5728\u5782\u76f4\u9886\u57df\u7684\u5e94\u7528\uff0c\u4ee5\u5b9e\u73b0\u7279\u5b9a\u9886\u57df\u7684\u667a\u80fd\uff08Artificial Specialized Intelligence\uff0cASI\uff09\u3002<\/p>\n\n\n\n<p>\u7a0b\u9e4f\u8bf4\uff0c\u201c\u5c3d\u7ba1\u901a\u7528\u578b\u4eba\u5de5\u667a\u80fd\u5728\u5904\u7406\u5e7f\u6cdb\u4efb\u52a1\u4e0a\u7684\u80fd\u529b\u6709\u76ee\u5171\u7779\uff0c\u4f46\u5b83\u4ecd\u9762\u4e34\u7740\u4e09\u5927\u6311\u6218\u3002\u9996\u5148\uff0c\u901a\u7528\u578b\u4eba\u5de5\u667a\u80fd\u7684\u5b66\u4e60\u6210\u672c\u6781\u9ad8\u3002\u968f\u7740\u6a21\u578b\u89c4\u6a21\u7684\u4e0d\u65ad\u6269\u5927\uff0c\u6240\u9700\u7684\u8d44\u6e90\u548c\u6210\u672c\u4e5f\u968f\u4e4b\u589e\u52a0\uff0c\u8fd9\u53ef\u80fd\u4f1a\u8d85\u51fa\u5f53\u524d\u6280\u672f\u548c\u793e\u4f1a\u7ecf\u6d4e\u7684\u627f\u53d7\u80fd\u529b\u3002\u5176\u6b21\uff0c\u901a\u7528\u578b\u4eba\u5de5\u667a\u80fd\u7684\u7cbe\u786e\u6027\u8fd8\u9700\u63d0\u9ad8\u3002\u6b63\u5982\u4eba\u8111\u5728\u79ef\u7d2f\u4e86\u5927\u91cf\u77e5\u8bc6\u540e\u53ef\u80fd\u4f1a\u9057\u5fd8\u6216\u6df7\u6dc6\u67d0\u4e9b\u4fe1\u606f\u4e00\u6837\uff0c\u6a21\u578b\u6709\u53ef\u80fd\u4e5f\u4f1a\u4ea7\u751f\u5e7b\u89c9\u6216\u9519\u8bef\u4fe1\u606f\u3002\u6b64\u5916\uff0c\u901a\u7528\u578b\u4eba\u5de5\u667a\u80fd\u5728\u7279\u5b9a\u9886\u57df\u7684\u6301\u7eed\u5b66\u4e60\u4e0e\u6df1\u5ea6\u7406\u89e3\u80fd\u529b\u5b58\u5728\u5c40\u9650\u3002\u5728\u77e5\u8bc6\u5e7f\u5ea6\u589e\u52a0\u65f6\uff0c\u4eba\u8111\u4f1a\u4e0d\u65ad\u63d0\u70bc\u6240\u5b66\u4fe1\u606f\uff0c\u4ee5\u66f4\u6df1\u5165\u5730\u7406\u89e3\u548c\u638c\u63e1\u7279\u5b9a\u9886\u57df\u7684\u77e5\u8bc6\u3002\u6bd4\u5982\u4e00\u4e2a\u4eba\uff0c\u4ece\u5927\u5b66\u751f\u5230\u535a\u58eb\u751f\uff0c\u5728\u5b66\u4e60\u4e13\u4e1a\u9886\u57df\u6280\u80fd\u65f6\u8fd8\u4f1a\u968f\u7740\u9886\u57df\u7684\u53d1\u5c55\u6301\u7eed\u8fdb\u884c\u5b66\u4e60\u3002\u6a21\u578b\u4e5f\u9700\u8981\u5177\u5907\u8fd9\u79cd\u6301\u7eed\u5b66\u4e60\u548c\u6df1\u5ea6\u7406\u89e3\u7684\u80fd\u529b\u3002\u201d<\/p>\n\n\n\n<p>\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\uff08\u6e29\u54e5\u534e\uff09\u56e2\u961f\u63d0\u51fa\u4e86 ASI \u7684\u6982\u5ff5\uff0c\u65e8\u5728\u5c06\u901a\u7528\u578b\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u5e94\u7528\u4e8e\u5177\u4f53\u7684\u4e1a\u52a1\u573a\u666f\u4e2d\uff0c\u4f7f\u5176\u80fd\u591f\u9002\u5e94\u66f4\u591a\u7684\u5dee\u5f02\u5316\u9700\u6c42\uff0c\u5e76\u5728\u7279\u5b9a\u9886\u57df\u5185\u53d1\u6325\u6700\u5927\u4f5c\u7528\uff0c\u540c\u65f6\u5b9e\u73b0\u4f4e\u6210\u672c\u548c\u9ad8\u6548\u7387\u7684\u5e94\u7528\uff0c\u91ca\u653e\u4eba\u5de5\u667a\u80fd\u7684\u66f4\u591a\u6f5c\u80fd\u3002<\/p>\n\n\n\n<p>\u5b9e\u73b0 ASI \u7684\u4e00\u4e2a\u5173\u952e\u524d\u63d0\u662f\u5229\u7528\u4eba\u5de5\u667a\u80fd\u6280\u672f\u5bf9\u4e91\u670d\u52a1\u548c\u4eba\u5de5\u667a\u80fd\u7684\u5e95\u5c42\u67b6\u6784\u8fdb\u884c\u91cd\u65b0\u8bbe\u8ba1\u3002\u7136\u800c\uff0c\u8fd9\u5e76\u975e\u662f\u7814\u7a76\u5458\u80fd\u591f\u72ec\u7acb\u5b8c\u6210\u7684\u5de5\u4f5c\uff0c\u800c\u662f\u9700\u8981\u7cfb\u7edf\u3001\u786c\u4ef6\u3001\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u4e13\u5bb6\u6df1\u5ea6\u5408\u4f5c\u3002\u201c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\uff08\u6e29\u54e5\u534e\uff09\u56e2\u961f\u5df2\u7ecf\u5438\u5f15\u4e86\u6765\u81ea\u5168\u7403\u77e5\u540d\u5b66\u5e9c\u7684\u5341\u51e0\u4f4d\u6770\u51fa\u4eba\u624d\u52a0\u76df\uff0c\u5e76\u79ef\u6781\u62db\u52df\u66f4\u591a\u76f8\u5173\u9886\u57df\u7684\u9876\u5c16\u4eba\u624d\u3002\u6211\u4eec\u671f\u5f85\u901a\u8fc7\u6c47\u805a\u5168\u7403\u9876\u5c16\u4eba\u624d\u7684\u667a\u6167\u548c\u4e13\u957f\uff0c\u5229\u7528\u4eba\u5de5\u667a\u80fd\u6280\u672f\u91cd\u6784\u672a\u6765\u7684\u7cfb\u7edf\u548c\u786c\u4ef6\uff0c\u63a8\u52a8\u4eba\u5de5\u667a\u80fd\u5728\u5404\u884c\u4e1a\u4e2d\u7684\u5e94\u7528\u3002\u201d\u7a0b\u9e4f\u4ecb\u7ecd\u9053\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/peng-cheng-2.jpg\" alt=\"\u5fae\u8f6f\u5168\u7403\u8d44\u6df1\u526f\u603b\u88c1\u3001\u5168\u7403\u7814\u7a76\u4e0e\u521b\u65b0\u5b75\u5316\u8d1f\u8d23\u4eba Peter Lee\uff08\u7b2c\u4e8c\u6392\u53f3\u56db\uff09\u7b49\u5fae\u8f6f\u7814\u7a76\u9662\u540c\u4e8b\u8bbf\u95ee\u671f\u95f4\uff0c\u4e0e\u90e8\u5206\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\uff08\u6e29\u54e5\u534e\uff09\u56e2\u961f\u6210\u5458\u5408\u5f71\" class=\"wp-image-1060941\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/peng-cheng-2.jpg 1024w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/peng-cheng-2-300x169.jpg 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/peng-cheng-2-768x432.jpg 768w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/peng-cheng-2-655x368.jpg 655w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/peng-cheng-2-240x135.jpg 240w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/peng-cheng-2-640x360.jpg 640w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/peng-cheng-2-960x540.jpg 960w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u5fae\u8f6f\u5168\u7403\u8d44\u6df1\u526f\u603b\u88c1\u3001\u5168\u7403\u7814\u7a76\u4e0e\u521b\u65b0\u5b75\u5316\u8d1f\u8d23\u4eba Peter Lee\uff08\u7b2c\u4e8c\u6392\u53f3\u56db\uff09\u7b49\u5fae\u8f6f\u7814\u7a76\u9662\u540c\u4e8b\u8bbf\u95ee\u671f\u95f4\uff0c\u4e0e\u90e8\u5206\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\uff08\u6e29\u54e5\u534e\uff09\u56e2\u961f\u6210\u5458\u5408\u5f71<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u4eba\u5de5\u667a\u80fd\u4e0e\u7cfb\u7edf\u534f\u540c\u8fdb\u5316-\u57fa\u4e8e\u7528\u6237\u9700\u6c42\u81ea\u52a8\u8bbe\u8ba1ai\u7cfb\u7edf\">\u4eba\u5de5\u667a\u80fd\u4e0e\u7cfb\u7edf\u534f\u540c\u8fdb\u5316\uff1a\u57fa\u4e8e\u7528\u6237\u9700\u6c42\u81ea\u52a8\u8bbe\u8ba1AI\u7cfb\u7edf<\/h2>\n\n\n\n<p>\u6b63\u5982\u4e00\u5ea7\u7a33\u56fa\u7684\u5efa\u7b51\u7269\u9700\u8981\u575a\u5b9e\u7684\u5730\u57fa\u6765\u652f\u6491\u5176\u5b8f\u4f1f\u7684\u7ed3\u6784\u4e00\u822c\uff0c\u4eba\u5de5\u667a\u80fd\u57fa\u7840\u8bbe\u65bd\uff08AI Infrastructure\uff09\u4e5f\u662f\u63a8\u52a8\u6280\u672f\u8fdb\u6b65\u548c\u5e94\u7528\u521b\u65b0\u7684\u5173\u952e\u57fa\u77f3\u3002\u968f\u7740\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u89c4\u6a21\u7684\u4e0d\u65ad\u6269\u5927\u548c\u6a21\u6001\u7684\u589e\u591a\uff0c\u5bf9 AI Infrastructure \u7684\u5347\u7ea7\u6539\u9020\u53d8\u5f97\u5c24\u4e3a\u8feb\u5207\u3002\u7a0b\u9e4f\u6240\u5728\u7684\u7cfb\u7edf\u4e0e\u7f51\u7edc\u7ec4\uff0c\u5f53\u524d\u7684\u9996\u8981\u4efb\u52a1\u5c31\u662f\u4e13\u6ce8\u4e8e AI Infrastructure \u7684\u7814\u7a76\u3002<\/p>\n\n\n\n<p>\u201c\u4eba\u4eec\u901a\u5e38\u5c06 AI Infrastructure \u89c6\u4e3a\u652f\u6491\u4eba\u5de5\u667a\u80fd\u7684\u6700\u5e95\u5c42\u786c\u4ef6\u8bbe\u65bd\uff0c\u4f46\u6211\u4eec\u5bf9 AI Infrastructure \u7684\u5b9a\u4e49\u66f4\u4e3a\u5e7f\u6cdb\u3002\u5b83\u4e0d\u4ec5\u5305\u62ec\u9876\u5c42\u7684\u5e94\u7528\uff0c\u8fd9\u4e9b\u5e94\u7528\u5c06\u6839\u636e\u7528\u6237\u9700\u6c42\u63d0\u4f9b\u7279\u5b9a\u7684\u903b\u8f91\u548c\u529f\u80fd\uff1b\u8fd8\u5305\u62ec\u4e2d\u95f4\u7684\u7cfb\u7edf\u5c42\uff0c\u8d1f\u8d23\u5c06\u5e94\u7528\u903b\u8f91\u4e0e\u786c\u4ef6\u8d44\u6e90\u76f8\u8fde\u63a5\uff1b\u4ee5\u53ca\u5e95\u5c42\u7684\u57fa\u7840\u67b6\u6784\uff0c\u5373\u786c\u4ef6\u53ca\u5176\u6267\u884c\u65b9\u5f0f\u3002\u6211\u4eec\u5c06\u8fd9\u4e09\u5c42\u6574\u4f53\u79f0\u4e3a\u7cfb\u7edf\uff0c\u6211\u4eec\u7684\u76ee\u6807\u662f\u6839\u636e\u7528\u6237\u7684\u9700\u6c42\uff0c\u5229\u7528\u4eba\u5de5\u667a\u80fd\u6280\u672f\u81ea\u52a8\u8bbe\u8ba1\u8fd9\u4e00\u6574\u4f53\u7cfb\u7edf\uff0c\u5e76\u5c06\u5176\u79f0\u4e4b\u4e3a AI-System Co-evolution\uff08\u4eba\u5de5\u667a\u80fd\u4e0e\u7cfb\u7edf\u534f\u540c\u8fdb\u5316\uff09\u3002\u201d<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"860\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/peng-cheng-3-1024x860.jpg\" alt=\"AI-System Co-evolution \u7406\u5ff5\u67b6\u6784\u56fe\" class=\"wp-image-1060944\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/peng-cheng-3-1024x860.jpg 1024w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/peng-cheng-3-300x252.jpg 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/peng-cheng-3-768x645.jpg 768w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/peng-cheng-3-1536x1290.jpg 1536w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/peng-cheng-3-2048x1721.jpg 2048w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/peng-cheng-3-214x180.jpg 214w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">AI-System Co-evolution \u7406\u5ff5\u67b6\u6784\u56fe<\/figcaption><\/figure>\n\n\n\n<p>\u7a0b\u9e4f\u4e3e\u4e86\u4e00\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50\u6765\u8bf4\u660e\u8fd9\u4e00\u6982\u5ff5\uff0c\u5c31\u50cf\u4e2a\u4eba\u7535\u8111\u5728\u4e0d\u540c\u884c\u4e1a\u7684\u5e94\u7528\uff0c\u5e95\u5c42\u662f\u4ee5 CPU \u4e3a\u6838\u5fc3\u7684\u786c\u4ef6\uff0c\u4e2d\u95f4\u662f\u64cd\u4f5c\u7cfb\u7edf\u5982 Windows\uff0c\u4e0a\u5c42\u5219\u662f\u6839\u636e\u4e1a\u52a1\u9700\u6c42\u5b89\u88c5\u7684\u5404\u7c7b\u8f6f\u4ef6\u3002\u5728\u4f20\u7edf\u6a21\u5f0f\u4e2d\uff0c\u786c\u4ef6\u548c\u7cfb\u7edf\u5148\u884c\uff0c\u7136\u540e\u624d\u662f\u4e0a\u5c42\u5e94\u7528\u7684\u9700\u6c42\u3002\u4f46\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u878d\u5165\u5c06\u98a0\u8986\u8fd9\u4e00\u6d41\u7a0b\u2014\u2014\u53ef\u4ee5\u6839\u636e\u7528\u6237\u9700\u6c42\u6765\u8bbe\u8ba1\u7cfb\u7edf\u548c\u786c\u4ef6\u3002<\/p>\n\n\n\n<p>\u4e5f\u5c31\u662f\u8bf4\uff0c\u5728\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u534f\u540c\u8fdb\u5316\u7684\u7406\u5ff5\u4e0b\uff0c\u6211\u4eec\u53ef\u4ee5\u6839\u636e\u7528\u6237\u7684\u4e0d\u540c\u9700\u6c42\uff0c\u8bbe\u8ba1\u5e76\u5236\u9020\u51fa\u4e13\u95e8\u8fd0\u884c\u7279\u5b9a\u4e1a\u52a1\u5e94\u7528\u7684\u7cfb\u7edf\u548c\u786c\u4ef6\u57fa\u7840\u67b6\u6784\uff0c\u5176\u6838\u5fc3\u5c06\u4e0d\u518d\u5c40\u9650\u4e8e CPU\uff0c\u800c\u53ef\u4ee5\u662f\u66f4\u52a0\u7075\u6d3b\u7684 \u201cX\u201dPU\u3002\u4f8b\u5982\u5728\u4e91\u670d\u52a1\u573a\u666f\u4e2d\uff0cAI-System Co-evolution \u80fd\u591f\u9488\u5bf9\u5ba2\u6237\u7684\u5173\u952e\u4e1a\u52a1\u573a\u666f\uff0c\u5728\u6700\u77ed\u65f6\u95f4\u5185\u8bbe\u8ba1\u51fa\u4ece\u8f6f\u4ef6\u5230\u786c\u4ef6\u7684\u9ad8\u6548\u534f\u8bae\u6808\uff0c\u63d0\u4f9b\u9ad8\u5ea6\u5b9a\u5236\u5316\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n\n\n\n<p>\u201c\u5982\u4eca\uff0c\u652f\u6301\u4eba\u5de5\u667a\u80fd\u7684\u5e95\u5c42\u786c\u4ef6\u4e0e\u7cfb\u7edf\uff0c\u6bd4\u5982\u4e13\u95e8\u5b9a\u5236\u7684 GPU\uff0c\u7ecf\u8fc7\u4e86\u5927\u7ea6\u5341\u5e74\u7684\u53d1\u5c55\u548c\u5927\u91cf\u7684\u8d44\u6e90\u6295\u5165\u624d\u9010\u6e10\u6210\u719f\u3002\u4f46\u662f\uff0c\u901a\u8fc7\u5c06\u4eba\u5de5\u667a\u80fd\u6280\u672f\u878d\u5165\u7cfb\u7edf\u548c\u786c\u4ef6\u8bbe\u8ba1\u8fd9\u4e00\u65b9\u5f0f\uff0c\u6211\u4eec\u6709\u671b\u5c06\u8fd9\u4e00\u8fc7\u7a0b\u4ece\u5341\u5e74\u7f29\u77ed\u5230\u4e00\u4e2a\u6708\u3002AI-System Co-evolution \u4e0d\u4ec5\u80fd\u591f\u663e\u8457\u52a0\u5feb\u6280\u672f\u8fdb\u6b65\u7684\u901f\u5ea6\uff0c\u8fd8\u5c06\u5f15\u9886\u5168\u65b0\u7684\u8bbe\u8ba1\u601d\u7ef4\uff0c\u4e3a\u7cfb\u7edf\u7814\u7a76\u548c\u57fa\u7840\u67b6\u6784\u8bbe\u8ba1\u5e26\u6765\u9769\u547d\u6027\u7684\u53d8\u5316\u3002\u201d\u7a0b\u9e4f\u8bf4\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" 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RDMA \u7f51\u5173\uff08RDMA Gateway\uff09\uff0c\u4ee5\u4f18\u5316\u8de8\u6570\u636e\u4e2d\u5fc3\u6216\u8de8\u5730\u533a\u7684\u6570\u636e\u4f20\u8f93\u548c\u901a\u4fe1\u901f\u7387\u3002\u540c\u65f6\uff0c\u4ed6\u8fd8\u4e0e\u5fae\u8f6f Azure \u4e91\u8ba1\u7b97\u670d\u52a1\u56e2\u961f\u5408\u4f5c\uff0c\u5f00\u53d1\u4e86 Web \u6d41\u91cf\u8d1f\u8f7d\u5747\u8861\u5668 Azure Application Gateway\uff0c\u76f8\u5173\u6280\u672f\u6cbf\u7528\u81f3\u4eca\u3002\u5728\u8fd9\u4e00\u9636\u6bb5\uff0c\u7a0b\u9e4f\u7684\u7814\u7a76\u4e3b\u8981\u96c6\u4e2d\u5728\u4e0a\u5c42\u5e94\u7528\u8f6f\u4ef6\u7684\u5f00\u53d1\u548c\u4f18\u5316\u4e0a\u3002\u968f\u7740\u7814\u7a76\u7684\u6df1\u5165\uff0c\u7a0b\u9e4f\u7684\u7814\u7a76\u8303\u56f4\u6269\u5c55\u5230\u4e86\u7cfb\u7edf\u3001\u786c\u4ef6\u7b49\u57fa\u7840\u67b6\u6784\u5c42\u9762\u3002\u4f8b\u5982\uff0c\u529f\u80fd\u7684\u786c\u4ef6\u5378\u8f7d\u53ca\u8d44\u6e90\u6c60\u5316\u65b9\u9762\u7684\u7814\u7a76\u663e\u8457\u63d0\u5347\u4e86\u6574\u4f53\u670d\u52a1\u7684\u6027\u80fd\uff0c\u5e76\u63d0\u9ad8\u4e86\u8d44\u6e90\u6574\u4f53\u7684\u5229\u7528\u7387\uff0c\u76f8\u5173\u6210\u679c\u4e5f\u5df2\u5728\u5fae\u8f6f Azure 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src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/peng-cheng-4-1024x564.png\" alt=\"a group of people standing in front of a crowd posing for the camera\" class=\"wp-image-1060947\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/peng-cheng-4-1024x564.png 1024w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/peng-cheng-4-300x165.png 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/peng-cheng-4-768x423.png 768w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/peng-cheng-4-240x132.png 240w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/peng-cheng-4.png 1142w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption 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