{"id":1075071,"date":"2024-04-27T23:40:00","date_gmt":"2024-04-28T06:40:00","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-blog-post&#038;p=1075071"},"modified":"2024-09-25T20:41:32","modified_gmt":"2024-09-26T03:41:32","slug":"intern-zhiqi-lin","status":"publish","type":"msr-blog-post","link":"https:\/\/www.microsoft.com\/en-us\/research\/articles\/intern-zhiqi-lin\/","title":{"rendered":"\u5b9e\u4e60\u6d3e | \u6797\u90c5\u7426\uff1a\u627e\u5230\u771f\u6b63\u75db\u70b9\uff0c\u5728\u5927\u6a21\u578b\u65f6\u4ee3\u53d1\u6325\u7cfb\u7edf\u7814\u7a76\u7684\u5960\u57fa\u6027\u4ef7\u503c"},"content":{"rendered":"\n<p>\u201c\u8981\u5e72\u4e00\u7968\u5927\u7684\u201d\uff0c\u8fd9\u662f\u6797\u90c5\u7426\u521d\u5165\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u5b9e\u4e60\u65f6\u5b9a\u4e0b\u7684\u76ee\u6807\u3002\u4ece 2018 \u5e74\u5230 2024 \u5e74\uff0c\u901a\u8fc7\u5fae\u8f6f-\u4e2d\u79d1\u5927\u8054\u5408\u57f9\u517b\u535a\u58eb\u9879\u76ee\uff0c\u6797\u90c5\u7426\u5728\u7814\u7a76\u9662\u5ea6\u8fc7\u4e86\u5b9d\u8d35\u7684\u516d\u5e74\u65f6\u5149\uff0c\u4e5f\u6536\u83b7\u4e86\u79d1\u7814\u4e0a\u7684\u5168\u65b9\u4f4d\u6210\u957f\u3002<\/p>\n\n\n\n<p>\u9664\u4e86\u4ea7\u51fa\u6709\u5f71\u54cd\u529b\u7684\u79d1\u7814\u6210\u679c\u2014\u2014\u4ee5\u7b2c\u4e00\u4f5c\u8005\u8eab\u4efd\u5728\u7cfb\u7edf\u9886\u57df\u9876\u7ea7\u5b66\u672f\u4f1a\u8bae OSDI 2024 \u548c HPCA 2024 \u4e0a\u53d1\u8868\u4e24\u7bc7\u8bba\u6587\uff0c\u6797\u90c5\u7426\u8fd8\u5728 mentor \u7684\u6307\u5bfc\u4e0b\u63a2\u7d22\u5982\u4f55\u5728\u5927\u6a21\u578b\u65f6\u4ee3\u53d1\u6325\u7cfb\u7edf\u7814\u7a76\u7684\u5960\u57fa\u6027\u4ef7\u503c\uff0c<strong>\u4ed6\u4eec\u56e2\u961f\u5f00\u53d1\u7684\u7cfb\u7edf\u5df2\u6210\u529f\u5e94\u7528\u4e8e\u5fae\u8f6f\u5185\u90e8\u591a\u4e2a\u7814\u53d1\u56e2\u961f\u3002<\/strong><\/p>\n\n\n\n<p>\u7cfb\u7edf\u7814\u7a76\u7684\u9053\u8def\u8270\u96be\u590d\u6742\uff0c\u5728\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u8054\u57f9\u6df1\u9020\u7684\u8fd9\u51e0\u5e74\uff0c\u6797\u90c5\u7426\u4e0d\u65ad\u9524\u70bc\u79d1\u7814\u672c\u9886\uff0c\u62d3\u5c55\u80fd\u529b\u8fb9\u754c\u3002\u7ad9\u5728\u6bd5\u4e1a\u8fd9\u4e00\u89c4\u5212\u672a\u6765\u7684\u5173\u952e\u8282\u70b9\uff0c\u6797\u90c5\u7426\u5e0c\u671b\u80fd\u7ee7\u7eed\u6500\u767b\u7cfb\u7edf\u7814\u7a76\u7684\u9ad8\u5cf0\uff0c\u5e26\u7740\u4ece\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u6536\u83b7\u7684\u79d1\u7814\u80fd\u529b\u548c\u89c6\u91ce\uff0c\u505a\u5bf9\u793e\u4f1a\u771f\u6b63\u6709\u5f71\u54cd\u529b\u7684\u7814\u7a76\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"1024\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/04\/ezgif.com-webp-to-jpg-converter1-768x1024.jpg\" alt=\"\u6797\u90c5\u7426\u5728 HPCA 2024 \u4f1a\u573a\" class=\"wp-image-1075512\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/04\/ezgif.com-webp-to-jpg-converter1-768x1024.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/04\/ezgif.com-webp-to-jpg-converter1-225x300.jpg 225w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/04\/ezgif.com-webp-to-jpg-converter1-135x180.jpg 135w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/04\/ezgif.com-webp-to-jpg-converter1.jpg 1080w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><figcaption class=\"wp-element-caption\">\u6797\u90c5\u7426\u5728 HPCA 2024 \u4f1a\u573a<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u8de8\u7ec4\u5408\u4f5c\u53d1\u73b0\u771f\u5b9e\u75db\u70b9-\u53d1\u6325\u7cfb\u7edf\u7814\u7a76\u7684\u5960\u57fa\u4ef7\u503c\">\u8de8\u7ec4\u5408\u4f5c\u53d1\u73b0\u771f\u5b9e\u75db\u70b9\uff0c\u53d1\u6325\u7cfb\u7edf\u7814\u7a76\u7684\u5960\u57fa\u4ef7\u503c<\/h2>\n\n\n\n<p>\u8054\u57f9\u7684\u6a21\u5f0f\u7ed9\u4e88\u5b66\u751f\u5145\u5206\u7684\u81ea\u7531\u53bb\u63a2\u7d22\u548c\u5c1d\u8bd5\u3002\u201c\u5728\u8054\u5408\u57f9\u517b\u7684\u7b2c\u4e00\u5e74\uff0c\u6211\u5728\u5bfc\u5e08\u7684\u5e26\u9886\u4e0b\u5e7f\u6cdb\u6d89\u730e\u4e86\u5f88\u591a\u65b9\u5411\uff0c\u6269\u5c55\u4e86\u79d1\u7814\u7684\u89c6\u91ce\uff0c\u7136\u540e\u627e\u5230\u4e86\u60f3\u6df1\u5165\u63a2\u7d22\u7684\u65b9\u5411\u3002\u201d\u6797\u90c5\u7426\u8bf4\u3002\u7b2c\u4e8c\u5e74\uff0c\u5728 mentor \u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u9ad8\u7ea7\u7814\u7a76\u5458\u82d7\u53c8\u5c71\u535a\u58eb\u7684\u6307\u5bfc\u4e0b\uff0c\u6797\u90c5\u7426\u5f00\u59cb\u4e13\u6ce8\u4e8e\u5206\u5e03\u5f0f\u7cfb\u7edf\u7684\u7814\u7a76\u3002<\/p>\n\n\n\n<p>\u201c\u7b2c\u4e00\u5e74\u7684\u63a2\u7d22\u5bf9\u6211\u6765\u8bf4\u81f3\u5173\u91cd\u8981\uff0c\u201d\u6797\u90c5\u7426\u8868\u793a\uff0c\u201c\u5b83\u4e0d\u4ec5\u8ba9\u6211\u4e86\u89e3\u4e86 MSRA \u5728\u54ea\u4e9b\u9886\u57df\u6709\u6240\u5e03\u5c40\uff0c\u66f4\u8ba9\u6211\u4e86\u89e3\u5230\u7ec4\u4e0e\u7ec4\u4e4b\u95f4\u6f5c\u5728\u7684\u5408\u4f5c\u673a\u4f1a\u3002\u201d<\/p>\n\n\n\n<p><strong>\u8fd9\u79cd\u6253\u7834\u8fb9\u754c\u7684\u8de8\u7ec4\u5408\u4f5c\uff0c\u4e3a\u6797\u90c5\u7426\u63d0\u4f9b\u4e86\u4e00\u4e2a\u96be\u5f97\u7684\u79d1\u7814\u5951\u673a\uff0c\u4e5f\u5960\u5b9a\u4e86\u4ed6\u6574\u4e2a\u8054\u57f9\u671f\u95f4\u7684\u7814\u7a76\u4e3b\u7ebf\u3002<\/strong><\/p>\n\n\n\n<p>\u6a21\u578b\u89c4\u6a21\u7684\u589e\u5927\u53ef\u4ee5\u63d0\u9ad8\u5b83\u7684\u8868\u8fbe\u80fd\u529b\u548c\u6027\u80fd\u3002\u7136\u800c\uff0c\u5f53\u65f6\u7814\u7a76\u9662\u4f7f\u7528\u7684\u5de5\u5177\u53ea\u80fd\u9488\u5bf9\u7279\u5b9a\u7c7b\u578b\u7684\u6a21\u578b\uff0c\u65e0\u6cd5\u6ee1\u8db3\u66f4\u5e7f\u6cdb\u548c\u591a\u6837\u5316\u7684\u9700\u6c42\u3002\u56e0\u6b64\uff0c\u82d7\u53c8\u5c71\u548c\u6797\u90c5\u7426\u610f\u8bc6\u5230\uff0c\u4ed6\u4eec\u53ef\u4ee5\u901a\u8fc7\u8bbe\u8ba1\u66f4\u7075\u6d3b\u7684\u7cfb\u7edf\u6765\u652f\u6301\u5176\u4ed6\u7814\u7a76\u56e2\u961f\u5bf9\u524d\u6cbf\u6a21\u578b\u7684\u63a2\u7d22\u3002<\/p>\n\n\n\n<p><strong>\u201c\u5728\u5408\u4f5c\u7684\u8fc7\u7a0b\u4e2d\uff0c\u6211\u4eec\u624d\u80fd\u53d1\u73b0\u771f\u6b63\u7684\u75db\u70b9\u5728\u54ea\u91cc\u3002\u201d<\/strong>\u901a\u8fc7\u4e0e\u7b97\u6cd5\u4e13\u5bb6\u7684\u5408\u4f5c\uff0c\u4ed6\u4eec\u8ba4\u8bc6\u5230\u5206\u5e03\u5f0f\u7cfb\u7edf\u5728\u5927\u6a21\u578b\u8bad\u7ec3\u65b9\u9762\u7684\u75db\u70b9\u2014\u2014\u5c3d\u7ba1\u7cfb\u7edf\u4e13\u5bb6\u4e0e\u7b97\u6cd5\u5de5\u4f5c\u8005\u5404\u6709\u6240\u957f\uff0c\u4f46\u7531\u4e8e\u7f3a\u4e4f\u76f8\u4e92\u7406\u89e3\uff0c\u5de5\u4f5c\u96be\u5ea6\u9aa4\u589e\u3002\u4ed6\u4eec\u5e0c\u671b\u8bbe\u8ba1\u4e00\u4e2a\u6613\u7528\u7684\u7cfb\u7edf\uff0c\u5c06\u7b97\u6cd5\u5de5\u4f5c\u8005\u548c\u7cfb\u7edf\u4e13\u5bb6\u5206\u5f00\uff0c\u4f7f\u7b97\u6cd5\u5de5\u4f5c\u8005\u53ea\u9700\u5173\u6ce8\u7b97\u6cd5\u5b9a\u4e49\uff0c\u800c\u4e0d\u9700\u8981\u8003\u8651\u5728\u8bbe\u5907\u4e0a\u7684\u6267\u884c\u65b9\u5f0f\u3002<\/p>\n\n\n\n<p>nnScaler \u9879\u76ee\u8ba9\u6797\u90c5\u7426\u8ba4\u8bc6\u5230\u4ece\u201c\u7406\u8bba\u201d\u5230\u201c\u843d\u5730\u201d\u9700\u8981\u4ed8\u51fa\u7684\u52aa\u529b\u4ee5\u53ca\u53ef\u884c\u7684\u8def\u5f84\u3002\u201c\u5c3d\u7ba1\u67d0\u4e9b\u95ee\u9898\u5728\u8bba\u6587\u4e2d\u770b\u8d77\u6765\u5f88\u7b80\u5355\uff0c\u4f46\u5728\u5b9e\u9645\u5de5\u7a0b\u4e2d\u5374\u5341\u5206\u590d\u6742\uff0c\u9700\u8981\u7cbe\u5fc3\u8c03\u8bd5\u3002\u201d\u76ee\u524d\uff0c\u4ed6\u4eec\u56e2\u961f\u5f00\u53d1\u7684\u7cfb\u7edf\u5df2\u6210\u529f\u670d\u52a1\u4e8e\u591a\u4e2a\u7814\u53d1\u56e2\u961f\uff0c\u53d6\u5f97\u4e86\u5f88\u597d\u7684\u5e94\u7528\uff0c\u4f53\u73b0\u4e86\u7cfb\u7edf\u7814\u7a76\u5728\u5927\u6a21\u578b\u65f6\u4ee3\u7684\u5960\u57fa\u4ef7\u503c\u3002<\/p>\n\n\n\n<p>\u8fd9\u5957\u7cfb\u7edf\u4e0d\u4ec5\u5927\u5e45\u63d0\u5347\u4e86\u8bad\u7ec3\u901f\u5ea6\uff0c\u8fd8\u6269\u5c55\u4e86\u652f\u6301\u6a21\u578b\u7684\u8303\u56f4\u3002\u66f4\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c<strong>\u4ed6\u4eec\u7a81\u7834\u4e86\u4f20\u7edf\u5e76\u884c\u6280\u672f\u7684\u601d\u7ef4\u6846\u67b6\uff0c\u5c55\u73b0\u4e86\u66f4\u5e7f\u9614\u7684\u5e76\u884c\u65b9\u6848\u641c\u7d22\u7a7a\u95f4\uff0c\u4e3a\u672a\u6765\u7684\u5e76\u884c\u8ba1\u7b97\u9886\u57df\u63d0\u4f9b\u4e86\u65b0\u7684\u601d\u8003\u65b9\u5411\u3002<\/strong>\u8fd9\u4e9b\u521b\u65b0\u6210\u679c\u4e0d\u4ec5\u4e3a\u7b97\u6cd5\u5de5\u4f5c\u8005\u63d0\u4f9b\u4e86\u66f4\u9ad8\u6548\u7684\u5de5\u5177\uff0c\u4e5f\u4e3a\u6574\u4e2a\u9886\u57df\u5e26\u6765\u4e86\u65b0\u7684\u542f\u793a\u548c\u53ef\u80fd\u6027\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u539a\u79ef\u8584\u53d1-\u5728\u4e0d\u65ad\u8bd5\u9519\u4e2d\u627e\u5230\u79d1\u7814\u7684-aha-moment\">\u539a\u79ef\u8584\u53d1\uff0c\u5728\u4e0d\u65ad\u8bd5\u9519\u4e2d\u627e\u5230\u79d1\u7814\u7684 \u201cAha Moment\u201d\uff01<\/h2>\n\n\n\n<p>\u79d1\u7814\u4e4b\u8def\u603b\u662f\u5145\u6ee1\u6311\u6218\u3002\u76f8\u8f83\u4e8e\u4e13\u6ce8\u67d0\u4e00\u9886\u57df\u7684\u6df1\u5ea6\u7814\u7a76\uff0c\u7cfb\u7edf\u5f00\u53d1\u8981\u6c42\u7814\u7a76\u8005\u5177\u5907\u66f4\u5e7f\u6cdb\u7684\u77e5\u8bc6\u9762\u548c\u66f4\u957f\u4e45\u7684\u5b66\u4e60\u8010\u5fc3\u3002\u5b83\u6d89\u53ca\u6574\u4e2a\u6280\u672f\u6808\uff0c\u4ece\u5e95\u5c42\u786c\u4ef6\u5230\u4e0a\u5c42\u5e94\u7528\u7b97\u6cd5\uff0c\u90fd\u9700\u8981\u6709\u6240\u4e86\u89e3\u3002<\/p>\n\n\n\n<p>\u5728\u6797\u90c5\u7426\u7684\u79d1\u7814\u5f81\u7a0b\u4e2d\uff0c\u6700\u5927\u7684\u96be\u9898\u5728\u4e8e\u7cbe\u51c6\u5730\u628a\u63e1\u7cfb\u7edf\u95ee\u9898\u7684\u6838\u5fc3\u3002\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u9662\u957f\u5468\u793c\u680b\u535a\u58eb\u7684\u6307\u5bfc\u8ba9\u4ed6\u5370\u8c61\u6df1\u523b\uff1a<strong>\u5728\u7cfb\u7edf\u7814\u7a76\u4e2d\uff0c\u201c\u95ee\u9898\u610f\u8bc6\u201d\u81f3\u5173\u91cd\u8981\u3002<\/strong>\u6210\u529f\u754c\u5b9a\u95ee\u9898\uff0c\u5f80\u5f80\u610f\u5473\u7740\u7814\u7a76\u5de5\u4f5c\u5df2\u6210\u529f\u4e00\u534a\u3002\u8fd9\u4e00\u7406\u5ff5\u6df1\u6df1\u70d9\u5370\u5728\u6797\u90c5\u7426\u7684\u5fc3\u4e2d\uff0c\u6307\u5f15\u7740\u4ed6\u7684\u7814\u7a76\u65b9\u5411\u3002\u535a\u58eb\u751f\u6daf\u7684\u524d\u4e24\u5e74\uff0c\u4ed6\u53cd\u590d\u601d\u8003\u201c\u4e3a\u4ec0\u4e48\u522b\u4eba\u9700\u8981\u4f60\u505a\u7684\u4e1c\u897f\uff1f\u201d\u8fd9\u4e00\u95ee\u9898\u3002<\/p>\n\n\n\n<p>\u5b9a\u4f4d\u95ee\u9898\u7684\u8fc7\u7a0b\u4e5f\u662f\u6311\u6218\u8ba4\u77e5\u8fb9\u754c\u7684\u8fc7\u7a0b\u3002\u8fd9\u4e0d\u4ec5\u9700\u8981\u7814\u7a76\u8005\u5bf9\u6574\u4e2a\u9886\u57df\u6709\u6df1\u523b\u7684\u7406\u89e3\uff0c\u8fd8\u9700\u52c7\u4e8e\u6311\u6218\u81ea\u5df1\u56fa\u6709\u7684\u201c\u76f4\u89c9\u5f0f\u201d\u60f3\u6cd5\u548c\u65b9\u6848\u3002<\/p>\n\n\n\n<p>\u201c\u8001\u5e08\u4eec\u4e00\u76f4\u5728\u8bf4\u4e00\u4e2a\u8bcd\uff1a\u2018Aha moment\u2019\uff0c\u4e5f\u5c31\u662f\u5728\u67d0\u4e00\u4e2a\u65f6\u523b\u4f60\u7a81\u7136\u770b\u6e05\u695a\u4e86\u95ee\u9898\u7684\u672c\u8d28\u3002\u800c\u5f53\u8fd9\u4e00\u523b\u5230\u6765\u7684\u65f6\u5019\uff0c\u4f60\u5c31\u77e5\u9053\uff0c\u4f60\u5e72\u7684\u4e8b\u4e00\u5b9a\u4f1a\u6210\u529f\u3002\u201d \u6797\u90c5\u7426\u5728\u7cfb\u7edf\u7684\u4f17\u591a\u5177\u4f53\u95ee\u9898\u95f4\u6765\u56de\u7a7f\u68ad\uff0c\u52aa\u529b\u6355\u6349\u90a3\u4e00\u77ac\u95f4\u7684\u201cAha moment\u201d\u3002<\/p>\n\n\n\n<p>\u7ecf\u8fc7\u4e24\u5e74\u7684\u9ed8\u9ed8\u8015\u8018\u4e0e\u4e0d\u61c8\u63a2\u7d22\uff0c\u6797\u90c5\u7426\u7ec8\u4e8e\u8fce\u6765\u4e86\u5c5e\u4e8e\u4ed6\u7684 \u201cAha Moment\u201d \u2014\u2014\u4ed6\u4eec\u53d1\u73b0\uff0c\u7cfb\u7edf\u8bbe\u8ba1\u7684\u6839\u672c\u95ee\u9898\u662f\u5e76\u884c\u6280\u672f\u7ec4\u5408\u7684\u529b\u5ea6\u95ee\u9898\u3002\u201c\u53d1\u73b0\u4e86\u8fd9\u4e2a\u95ee\u9898\u7684\u90a3\u4e00\u77ac\u95f4\uff0c\u6211\u5c31\u77e5\u9053\u8fd9\u4e2a\u4e1c\u897f\u80af\u5b9a\u80fd\u505a\u51fa\u6765\u3002\u201d<\/p>\n\n\n\n<p>\u53d1\u73b0\u4e86\u4ed6\u4eec\u7684 \u201cAha Moment\u201d \u534a\u5e74\u540e\uff0c\u6797\u90c5\u7426\u7684\u8bba\u6587\u5c31\u88ab OSDI \u4f1a\u8bae\u63a5\u6536\uff0c\u8fce\u6765\u4e86\u5c5e\u4e8e\u4ed6\u7684\u4e30\u6536\u65f6\u523b\u3002<\/p>\n\n\n\n<p>\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u526f\u9662\u957f\u3001\u7cfb\u7edf\u65b9\u5411\u8d1f\u8d23\u4eba\u3001\u90c5\u7426\u7684mentor \u4e4b\u4e00\u6768\u61cb\u535a\u58eb\u8d5e\u53f9\u90c5\u7426\u5728\u7814\u7a76\u4e2d\u5c55\u73b0\u51fa\u7684\u95ee\u9898\u6d1e\u5bdf\u529b\uff1a\u201c\u90c5\u7426\u540c\u5b66\u4e0d\u4ec5\u5de5\u7a0b\u80fd\u529b\u5f88\u5f3a\uff0c\u4ed6\u5728\u591a\u5e74\u7684\u5b66\u4e60\u79ef\u7d2f\u540e\uff0c\u5bf9\u590d\u6742\u7cfb\u7edf\u8bbe\u8ba1\u548c\u6027\u80fd\u4f18\u5316\u4e2d\u7684\u5173\u952e\u6027\u95ee\u9898\u6709\u4e86\u72ec\u5230\u7684\u6d1e\u89c1\u3002\u201d<\/p>\n\n\n\n<p>\u82d7\u53c8\u5c71\u535a\u58eb\u5219\u8bc4\u4ef7\uff1a\u201c\u90c5\u7426\u662f\u4e00\u4e2a\u4f18\u79c0\u7684\u7cfb\u7edf\u5de5\u4f5c\u8005\uff0c\u4ed6\u662f\u80fd\u771f\u6b63\u6c89\u4e0b\u5fc3\u6765\u505a\u4e00\u4e2a\u957f\u4e45\u7684\u7814\u7a76\u7684\uff0c\u9047\u5230\u4e86\u56f0\u96be\u4e5f\u975e\u5e38\u6709\u97e7\u6027\u3002\u201d<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u85aa\u706b\u76f8\u4f20-\u5728\u5171\u540c\u63a2\u7d22\u4e2d\u5efa\u7acb\u6df1\u523b\u7684\u5e08\u5f92\u60c5\u8c0a\">\u85aa\u706b\u76f8\u4f20\uff0c\u5728\u5171\u540c\u63a2\u7d22\u4e2d\u5efa\u7acb\u6df1\u523b\u7684\u5e08\u5f92\u60c5\u8c0a<\/h2>\n\n\n\n<p>\u4ee5\u9662\u957f\u5468\u793c\u680b\u535a\u58eb\u4e3a\u4ee3\u8868\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u5728\u7cfb\u7edf\u7814\u7a76\u9886\u57df\u79ef\u7d2f\u9887\u6df1\u3002\u6797\u90c5\u7426\u4e5f\u5728\u8fd9\u6837\u7684\u571f\u58e4\u4e2d\u4e0d\u65ad\u6210\u957f\u3002\u201c\u4e0d\u8bba\u662f\u4f55\u65b9\u5411\u3001\u4f55\u7ea7\u522b\u7684\u7814\u7a76\u5458\uff0c\u90fd\u4f1a\u771f\u8bda\u5730\u6307\u5bfc\u6211\u7684\u79d1\u7814\u5de5\u4f5c\u3002\u201d<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"764\" height=\"573\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/04\/ezgif.com-webp-to-jpg-converter2.jpg\" alt=\"nnScaler \u9879\u76ee\u7684\u7814\u7a76\u56e2\u961f\u5408\u5f71\" class=\"wp-image-1075515\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/04\/ezgif.com-webp-to-jpg-converter2.jpg 764w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/04\/ezgif.com-webp-to-jpg-converter2-300x225.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/04\/ezgif.com-webp-to-jpg-converter2-80x60.jpg 80w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/04\/ezgif.com-webp-to-jpg-converter2-240x180.jpg 240w\" sizes=\"auto, (max-width: 764px) 100vw, 764px\" \/><figcaption class=\"wp-element-caption\">nnScaler \u9879\u76ee\u7684\u7814\u7a76\u56e2\u961f\u5408\u5f71<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\u8c08\u53ca mentor \u4eec\u5bf9\u81ea\u5df1\u7684\u6307\u5bfc\uff0c\u6797\u90c5\u7426\u8ba4\u4e3a\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u526f\u9662\u957f\u6768\u61cb\u535a\u58eb\u662f\u4e00\u4e2a\u201c\u5177\u6709\u524d\u77bb\u6027\u7684\u5927\u4f6c\u201d\uff0c\u4ed6\u63d0\u51fa\u7684\u95ee\u9898\u603b\u662f\u76f4\u6307\u6838\u5fc3\uff0c\u4fc3\u4f7f\u6797\u90c5\u7426\u5bf9\u8bfe\u9898\u8fdb\u884c\u66f4\u6df1\u5165\u7684\u601d\u8003\uff1b\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u8d44\u6df1\u9996\u5e2d\u7814\u7a76\u5458\u6768\u51e1\u535a\u58eb\u7ecf\u5e38\u4f1a\u5bf9\u90c5\u7426\u7684\u9879\u76ee\u63d0\u51fa\u4e00\u4e9b\u9ad8\u5c4b\u5efa\u74f4\u7684\u6307\u5bfc\uff0c\u5f15\u5bfc\u6574\u4e2a\u7814\u7a76\u65b9\u5411\u3002<\/p>\n\n\n\n<p>\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u9ad8\u7ea7\u7814\u7a76\u5458\u82d7\u53c8\u5c71\u535a\u58eb\u5219\u662f\u90c5\u7426\u7cfb\u7edf\u7814\u7a76\u7684\u201c\u9886\u8def\u4eba\u201d\u3002\u201c\u82d7\u8001\u5e08\u6280\u672f\u6c34\u5e73\u7279\u522b\u6df1\uff0c\u4ece\u5e95\u5c42\u786c\u4ef6\u5230\u4e0a\u5c42\u7b97\u6cd5\uff0c\u4ed6\u90fd\u975e\u5e38\u4e86\u89e3\u3002\u6211\u5165\u95e8\u6574\u4e2a\u5206\u5e03\u5f0f\u7684\u4e00\u5957\u77e5\u8bc6\u4f53\u7cfb\uff0c\u90fd\u662f\u5728\u53c8\u5c71\u8001\u5e08\u7684\u6307\u5bfc\u4e0b\u6162\u6162\u5b8c\u5584\u7684\u3002\u201d<\/p>\n\n\n\n<p>\u82d7\u53c8\u5c71\u540c\u4e3a\u79d1\u5927-\u5fae\u8f6f\u8054\u57f9\u6bd5\u4e1a\u751f\uff0c\u5e08\u51fa\u540c\u6e90\uff0c\u4ed6\u4ea6\u4ee5\u540c\u6837\u5f00\u653e\u800c\u7075\u6d3b\u7684\u65b9\u5f0f\u6307\u5bfc\u6797\u90c5\u7426\uff1a\u6452\u5f03\u56fa\u5b9a\u4f1a\u8bae\u7684\u5f62\u5f0f\uff0c\u6839\u636e\u6797\u90c5\u7426\u7684\u9700\u6c42\u63d0\u4f9b\u6307\u5bfc\u548c\u89e3\u7b54\u7591\u60d1\u3002\u201c\u4e8b\u5b9e\u4e0a\uff0c\u6211\u4eec\u7684\u4e92\u52a8\u65b9\u5f0f\u5f88\u50cf\u540c\u5b66\uff0c\u662f\u5728\u5171\u540c\u63a2\u7d22\u95ee\u9898\u3002\u201d\u82d7\u53c8\u5c71\u8bf4\u3002\u4ed6\u8fd8\u4e3a\u6797\u90c5\u7426\u5236\u5b9a\u4e86\u957f\u671f\u89c4\u5212\uff0c\u786e\u4fdd\u4ed6\u7684\u7814\u7a76\u80fd\u591f\u6301\u7eed\u3001\u6df1\u5165\u5730\u8fdb\u884c\u3002\u201c\u6211\u4eec\u4f1a\u5bf9\u6bcf\u4e00\u4e2a\u8054\u57f9\u540c\u5b66\u7684\u5b66\u672f\u751f\u6daf\u8d1f\u8d23\uff0c\u5e0c\u671b\u4ed6\u4eec\u4e0d\u662f\u4ec5\u4ec5\u5728\u505a\u77ed\u5e73\u5feb\u7684\u7814\u7a76\uff0c\u800c\u662f\u957f\u671f\u80fd\u6709\u4e00\u4e2a\u5f88\u597d\u7684\u53d1\u5c55\u3002\u201d<\/p>\n\n\n\n<p>\u6797\u90c5\u7426\u5728\u4e2d\u79d1\u5927\u5bfc\u5e08\u674e\u8bda\u6559\u6388\u5219\u662f\u4ed6\u6500\u767b\u79d1\u7814\u9ad8\u5cf0\u7684\u575a\u5b9e\u540e\u76fe\u3002\u9664\u4e86\u5728\u79d1\u7814\u4e0a\u4e00\u76f4\u4fdd\u6301\u7740\u5408\u4f5c\u5173\u7cfb\uff0c\u674e\u8bda\u6559\u6388\u4e5f\u5f88\u5173\u5fc3\u6797\u90c5\u7426\u7684\u672a\u6765\u79d1\u7814\u4e4b\u8def\u3002\u201c\u674e\u8001\u5e08\u975e\u5e38\u5173\u5fc3\u6211\uff0c\u6709\u4ec0\u4e48\u4e8b\u60c5\u90fd\u4f1a\u60f3\u5230\u6211\uff0c\u6bd4\u5982\u5b9e\u9a8c\u5ba4\u7684\u5404\u79cd\u7814\u8ba8\u3001\u4ea4\u6d41\uff0c\u5bf9\u6211\u6709\u5e2e\u52a9\u7684\u6d3b\u52a8\uff0c\u90fd\u4f1a\u62c9\u4e0a\u6211\u4e00\u8d77\u53c2\u52a0\u3002\u201d\u90c5\u7426\u5bf9\u6b64\u5341\u5206\u611f\u6fc0\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"873\" height=\"661\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/04\/640-ezgif.com-webp-to-jpg-converter.jpg\" alt=\"\u6797\u90c5\u7426\u4e0e mentor \u82d7\u53c8\u5c71\uff08\u53f3\uff09\u3001\u6768\u61cb\uff08\u5de6\uff09\u5408\u5f71\" class=\"wp-image-1075518\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/04\/640-ezgif.com-webp-to-jpg-converter.jpg 873w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/04\/640-ezgif.com-webp-to-jpg-converter-300x227.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/04\/640-ezgif.com-webp-to-jpg-converter-768x581.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/04\/640-ezgif.com-webp-to-jpg-converter-80x60.jpg 80w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/04\/640-ezgif.com-webp-to-jpg-converter-238x180.jpg 238w\" sizes=\"auto, (max-width: 873px) 100vw, 873px\" \/><figcaption class=\"wp-element-caption\">\u6797\u90c5\u7426\u4e0e mentor \u82d7\u53c8\u5c71\uff08\u53f3\uff09\u3001\u6768\u61cb\uff08\u5de6\uff09\u5408\u5f71<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u56de\u671b\u524d\u8def-\u5728\u9876\u7ea7\u79d1\u7814\u73af\u5883\u4e2d\u611f\u609f\u4eba\u751f\u667a\u6167\">\u56de\u671b\u524d\u8def\uff0c\u5728\u9876\u7ea7\u79d1\u7814\u73af\u5883\u4e2d\u611f\u609f\u4eba\u751f\u667a\u6167<\/h2>\n\n\n\n<p>\u7ecf\u8fc7\u535a\u58eb\u671f\u95f4\u7684\u8bad\u7ec3\uff0c\u4e34\u8fd1\u6bd5\u4e1a\u7684\u6797\u90c5\u7426\u5df2\u7ecf\u6210\u4e3a\u4e86\u72ec\u5f53\u4e00\u9762\u7684\u79d1\u7814\u5de5\u4f5c\u8005\u3002\u4ed6\u8ba4\u4e3a\u201c\u601d\u7ef4\u6a21\u5f0f\u201d\u662f\u81ea\u5df1\u8fd9\u51e0\u5e74\u6700\u5927\u7684\u6536\u83b7\uff1a\u201c\u5728\u6211\u770b\u6765\uff0c\u8bfb\u535a\u6700\u91cd\u8981\u7684\u76ee\u7684\u4e0d\u662f\u53d1\u6587\u7ae0\uff0c\u8fd9\u53ea\u662f\u4e00\u4e9b\u9644\u52a0\u4ea7\u54c1\uff0c\u66f4\u91cd\u8981\u7684\u662f\u953b\u70bc\u81ea\u5df1\u7684\u601d\u7ef4\u80fd\u529b\u3002<strong>\u5728\u5fae\u8f6f\u6211\u6bcf\u5929\u90fd\u5728\u5b66\u4e60\u5982\u4f55\u5b8c\u5584\u81ea\u5df1\u7684\u601d\u7ef4\u94fe\u6761\uff0c\u4e25\u8c28\u6709\u81f4\u7684\u601d\u7ef4\u65b9\u5f0f\u4e0d\u5149\u5f71\u54cd\u4e86\u6211\u7684\u7814\u7a76\uff0c\u66f4\u5f71\u54cd\u4e86\u6211\u5728\u751f\u6d3b\u4e2d\u5904\u7406\u65b9\u65b9\u9762\u9762\u7684\u95ee\u9898\u3002\u201d<\/strong><\/p>\n\n\n\n<p>\u82d7\u53c8\u5c71\u4e5f\u8d5e\u8d4f\u6797\u90c5\u7426\u7ecf\u8fc7\u8fd9\u51e0\u5e74\u53d8\u5f97\u6108\u53d1\u5730\u6c89\u7a33\uff0c\u4e0d\u7ba1\u662f\u4e8b\u4e1a\u8fd8\u662f\u751f\u6d3b\u4e0a\uff0c\u90fd\u80fd\u4ee5\u4e00\u4e2a\u66f4\u597d\u7684\u5fc3\u6001\u53bb\u5bf9\u5f85\u3002<\/p>\n\n\n\n<p>\u6797\u90c5\u7426\u4e5f\u9f13\u52b1\u5b66\u5f1f\u5b66\u59b9\u4eec\u628a\u63e1\u673a\u4f1a\u6765\u7814\u7a76\u9662\u5b66\u4e60\uff1a\u201c\u5728\u8fd9\u91cc\u80fd\u63a5\u89e6\u5230\u8ba1\u7b97\u673a\u5404\u4e2a\u9886\u57df\u5b66\u672f\u754c\u548c\u5de5\u4e1a\u754c\u6700\u524d\u6cbf\u7684\u4fe1\u606f\uff0c\u4e5f\u80fd\u62e5\u6709\u9879\u76ee\u5177\u4f53\u843d\u5730\u7684\u7ecf\u9a8c\u3002\u8fd9\u662f\u4e00\u4e2a\u80fd\u591f\u8ba9\u4f60\u5168\u9762\u53d1\u5c55\u3001\u8fc5\u901f\u6210\u957f\u7684\u5e73\u53f0\u3002\u201d<\/p>\n\n\n\n<p>\u56de\u671b\u8fd9\u51e0\u5e74\u7684\u535a\u58eb\u751f\u6daf\uff0c\u6797\u90c5\u7426\u611f\u5230\u65e0\u6bd4\u5145\u5b9e\u548c\u5e78\u798f\u3002\u9664\u4e86\u79d1\u7814\u4e0a\u7684\u4e30\u7855\u6210\u679c\uff0c\u4ed6\u8fd8\u5728\u8fd9\u91cc\u6536\u83b7\u4e86\u8bb8\u591a\u73cd\u8d35\u7684\u53cb\u8c0a\u3002\u5728\u52b3\u9038\u7ed3\u5408\u7684\u5de5\u4f5c\u73af\u5883\u4e2d\uff0c\u4ed6\u79ef\u6781\u53c2\u52a0\u8fd9\u91cc\u7684\u5404\u79cd\u6d3b\u52a8\uff0c\u548c\u5b9e\u4e60\u751f\u670b\u53cb\u4eec\u4e00\u8d77\u4eab\u53d7\u684c\u6e38\u548c\u8fd0\u52a8\u7684\u4e50\u8da3\u3002\u6700\u8fd1\uff0c\u4ed6\u8fd8\u5b8c\u6210\u4e86\u81ea\u5df1\u7684\u4eba\u751f\u5927\u4e8b\uff0c\u8fc8\u5165\u4e86\u5a5a\u59fb\u7684\u6bbf\u5802\u3002\u672a\u6765\uff0c\u4ed6\u5c06\u5e26\u7740\u5728\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u57f9\u517b\u51fa\u7684\u79d1\u7814\u89c6\u91ce\u548c\u80fd\u529b\uff0c\u7ee7\u7eed\u8ffd\u6c42\u81ea\u5df1\u7684\u79d1\u7814\u68a6\u60f3\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"976\" height=\"732\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/04\/ezgif.com-webp-to-jpg-converter-3.webp\" alt=\"\u6797\u90c5\u7426\u548c\u4ed6\u7684\u65b0\u5a5a\u59bb\u5b50\" class=\"wp-image-1075533\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/04\/ezgif.com-webp-to-jpg-converter-3.webp 976w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/04\/ezgif.com-webp-to-jpg-converter-3-300x225.webp 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/04\/ezgif.com-webp-to-jpg-converter-3-768x576.webp 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/04\/ezgif.com-webp-to-jpg-converter-3-80x60.webp 80w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/04\/ezgif.com-webp-to-jpg-converter-3-240x180.webp 240w\" sizes=\"auto, (max-width: 976px) 100vw, 976px\" \/><figcaption class=\"wp-element-caption\">\u6797\u90c5\u7426\u548c\u4ed6\u7684\u65b0\u5a5a\u59bb\u5b50<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>Mentor \u5bc4\u8bed<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"531\" height=\"128\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/04\/\u5b9e\u4e60\u6d3e-\u6797\u90c5\u7426\uff1a\u627e\u5230\u771f\u6b63\u75db\u70b9\uff0c\u5728\u5927\u6a21\u578b\u65f6\u4ee3\u53d1\u6325\u7cfb\u7edf\u7814\u7a76\u7684\u5960\u57fa\u6027\u4ef7\u503c.png\" alt=\"text\" class=\"wp-image-1075521\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/04\/\u5b9e\u4e60\u6d3e-\u6797\u90c5\u7426\uff1a\u627e\u5230\u771f\u6b63\u75db\u70b9\uff0c\u5728\u5927\u6a21\u578b\u65f6\u4ee3\u53d1\u6325\u7cfb\u7edf\u7814\u7a76\u7684\u5960\u57fa\u6027\u4ef7\u503c.png 531w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/04\/\u5b9e\u4e60\u6d3e-\u6797\u90c5\u7426\uff1a\u627e\u5230\u771f\u6b63\u75db\u70b9\uff0c\u5728\u5927\u6a21\u578b\u65f6\u4ee3\u53d1\u6325\u7cfb\u7edf\u7814\u7a76\u7684\u5960\u57fa\u6027\u4ef7\u503c-300x72.png 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/04\/\u5b9e\u4e60\u6d3e-\u6797\u90c5\u7426\uff1a\u627e\u5230\u771f\u6b63\u75db\u70b9\uff0c\u5728\u5927\u6a21\u578b\u65f6\u4ee3\u53d1\u6325\u7cfb\u7edf\u7814\u7a76\u7684\u5960\u57fa\u6027\u4ef7\u503c-240x58.png 240w\" sizes=\"auto, (max-width: 531px) 100vw, 531px\" \/><\/figure>\n\n\n\n<p>\u795d\u8d3a\u6797\u90c5\u7426\u540c\u5b66\u6210\u529f\u5730\u5b8c\u6210\u4e86\u535a\u58eb\u9636\u6bb5\u7684\u5b66\u4e1a\uff0c\u4f60\u7684\u575a\u5b9a\u548c\u52aa\u529b\u8ba9\u4f60\u5728\u5b66\u672f\u4e4b\u8def\u4e0a\u53d6\u5f97\u4e86\u5353\u8d8a\u7684\u6210\u5c31\u3002\u81ea\u6b64\uff0c\u4f60\u5373\u5c06\u8d70\u51fa\u8c61\u7259\u5854\u53bb\u8fce\u63a5\u65b0\u7684\u4eba\u751f\u6311\u6218\u3002\u8fd9\u662f\u4e00\u6bb5\u65b0\u65c5\u7a0b\u7684\u5f00\u59cb\uff0c\u4f60\u7684\u77e5\u8bc6\u3001\u6280\u80fd\u548c\u7ecf\u9a8c\u5c06\u4e3a\u4f60\u94fa\u5e73\u672a\u6765\u7684\u9053\u8def\uff0c\u5e26\u9886\u4f60\u8d70\u5411\u66f4\u5e7f\u9614\u7684\u4e16\u754c\u3002\u65e0\u8bba\u8fd9\u6761\u9053\u8def\u901a\u5411\u4f55\u65b9\uff0c\u6211\u4eec\u771f\u5207\u5730\u5e0c\u671b\u8e0f\u51fa\u6821\u95e8\u7684\u6797\u90c5\u7426\u535a\u58eb\uff0c\u5728\u672a\u6765\u7684\u804c\u4e1a\u751f\u6daf\u4e2d\u4f9d\u65e7\u4fdd\u6301\u7740\u5bf9\u4e8e\u79d1\u5b66\u63a2\u7d22\u7684\u70ed\u60c5\uff0c\u4e0d\u65ad\u6210\u957f\uff0c\u518d\u521b\u4f73\u7ee9\u3002\u795d\u4f60\u524d\u7a0b\u4f3c\u9526\uff0c\u4e00\u5207\u987a\u5229\uff01<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"524\" height=\"119\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/04\/\u5b9e\u4e60\u6d3e-\u6797\u90c5\u7426\uff1a\u627e\u5230\u771f\u6b63\u75db\u70b9\uff0c\u5728\u5927\u6a21\u578b\u65f6\u4ee3\u53d1\u6325\u7cfb\u7edf\u7814\u7a76\u7684\u5960\u57fa\u6027\u4ef7\u503c-1.png\" alt=\"text\" class=\"wp-image-1075524\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/04\/\u5b9e\u4e60\u6d3e-\u6797\u90c5\u7426\uff1a\u627e\u5230\u771f\u6b63\u75db\u70b9\uff0c\u5728\u5927\u6a21\u578b\u65f6\u4ee3\u53d1\u6325\u7cfb\u7edf\u7814\u7a76\u7684\u5960\u57fa\u6027\u4ef7\u503c-1.png 524w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/04\/\u5b9e\u4e60\u6d3e-\u6797\u90c5\u7426\uff1a\u627e\u5230\u771f\u6b63\u75db\u70b9\uff0c\u5728\u5927\u6a21\u578b\u65f6\u4ee3\u53d1\u6325\u7cfb\u7edf\u7814\u7a76\u7684\u5960\u57fa\u6027\u4ef7\u503c-1-300x68.png 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/04\/\u5b9e\u4e60\u6d3e-\u6797\u90c5\u7426\uff1a\u627e\u5230\u771f\u6b63\u75db\u70b9\uff0c\u5728\u5927\u6a21\u578b\u65f6\u4ee3\u53d1\u6325\u7cfb\u7edf\u7814\u7a76\u7684\u5960\u57fa\u6027\u4ef7\u503c-1-240x55.png 240w\" sizes=\"auto, (max-width: 524px) 100vw, 524px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\u90c5\u7426\u540c\u5b66\u5728 2019 \u5e74\u52a0\u5165\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u8054\u57f9\u535a\u58eb\u7684\u8ba1\u5212\u4e2d\u6765\u4ee5\u540e\uff0c\u5c31\u4e00\u76f4\u4e13\u6ce8\u5728\u5927\u89c4\u6a21\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u7684\u7814\u7a76\u3002\u4ece\u6700\u65e9\u7684 GNN \u8ba1\u7b97\u5e73\u53f0\u5230\u540e\u9762\u7684\u4e3a\u5927\u89c4\u6a21\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u8bbe\u8ba1\u7684\u5e76\u884c\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\uff0c\u90c5\u7426\u53d6\u5f97\u4e86\u4e00\u7cfb\u5217\u7684\u6210\u679c\uff0c\u4e0d\u4ec5\u5728 OSDI \u7b49\u7cfb\u7edf\u9876\u7ea7\u4f1a\u8bae\u4e0a\u53d1\u8868\u8bba\u6587\uff0c\u800c\u4e14\u901a\u8fc7\u4e0d\u65ad\u7684\u7406\u8bba\u548c\u5b9e\u8df5\uff0c\u4e3a\u5b9e\u9645\u4ea7\u54c1\u7684\u6280\u672f\u6f14\u8fdb\u505a\u51fa\u4e86\u575a\u5b9e\u7684\u8d21\u732e\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"504\" height=\"139\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/04\/\u5b9e\u4e60\u6d3e-\u6797\u90c5\u7426\uff1a\u627e\u5230\u771f\u6b63\u75db\u70b9\uff0c\u5728\u5927\u6a21\u578b\u65f6\u4ee3\u53d1\u6325\u7cfb\u7edf\u7814\u7a76\u7684\u5960\u57fa\u6027\u4ef7\u503c-2.png\" alt=\"text\" class=\"wp-image-1075527\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/04\/\u5b9e\u4e60\u6d3e-\u6797\u90c5\u7426\uff1a\u627e\u5230\u771f\u6b63\u75db\u70b9\uff0c\u5728\u5927\u6a21\u578b\u65f6\u4ee3\u53d1\u6325\u7cfb\u7edf\u7814\u7a76\u7684\u5960\u57fa\u6027\u4ef7\u503c-2.png 504w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/04\/\u5b9e\u4e60\u6d3e-\u6797\u90c5\u7426\uff1a\u627e\u5230\u771f\u6b63\u75db\u70b9\uff0c\u5728\u5927\u6a21\u578b\u65f6\u4ee3\u53d1\u6325\u7cfb\u7edf\u7814\u7a76\u7684\u5960\u57fa\u6027\u4ef7\u503c-2-300x83.png 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/04\/\u5b9e\u4e60\u6d3e-\u6797\u90c5\u7426\uff1a\u627e\u5230\u771f\u6b63\u75db\u70b9\uff0c\u5728\u5927\u6a21\u578b\u65f6\u4ee3\u53d1\u6325\u7cfb\u7edf\u7814\u7a76\u7684\u5960\u57fa\u6027\u4ef7\u503c-2-240x66.png 240w\" sizes=\"auto, (max-width: 504px) 100vw, 504px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\u4f5c\u4e3a\u8ba1\u7b97\u673a\u7cfb\u7edf\u9886\u57df\u7684\u535a\u58eb\u7814\u7a76\u751f\uff0c\u6797\u90c5\u7426\u540c\u5b66\u52c7\u4e8e\u7a81\u7834\u4f20\u7edf\uff0c\u6311\u6218\u65e2\u5b9a\u73b0\u5b9e\u3002\u4f5c\u4e3a\u521b\u59cb\u6210\u5458\u53ca\u6838\u5fc3\u5f00\u53d1\u8005\uff0c\u90c5\u7426\u548c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7684\u7cfb\u7edf\u7814\u7a76\u5458\u548c\u5de5\u7a0b\u5e08\u4e00\u8d77\u7814\u53d1\u4e86nnScaler\u8fd9\u4e00\u4eba\u5de5\u667a\u80fd\u65f6\u4ee3\u6025\u9700\u7684\u8bad\u7ec3\u6846\u67b6\u3002\u8be5\u7814\u7a76\u6210\u679c\u5df2\u5728\u65b0\u4e00\u4ee3\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u7684\u7814\u53d1\u4e2d\u5f97\u5230\u5e94\u7528\uff0c\u5e76\u5df2\u88ab\u9876\u7ea7\u7cfb\u7edf\u4f1a\u8bae OSDI\u201924 \u63a5\u53d7\uff0c\u8fd9\u5145\u5206\u5c55\u793a\u4e86\u90c5\u7426\u540c\u5b66\u624e\u5b9e\u7684\u4e13\u4e1a\u529f\u5e95\u548c\u4ed6\u5728\u7cfb\u7edf\u9886\u57df\u7684\u5929\u8d4b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u201c\u8981\u5e72\u4e00\u7968\u5927\u7684\u201d\uff0c\u8fd9\u662f\u6797\u90c5\u7426\u521d\u5165\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u5b9e\u4e60\u65f6\u5b9a\u4e0b\u7684\u76ee\u6807\u3002\u4ece 2018 \u5e74\u5230 2024 \u5e74\uff0c\u901a\u8fc7\u5fae\u8f6f-\u4e2d\u79d1\u5927\u8054\u5408\u57f9\u517b\u535a\u58eb\u9879\u76ee\uff0c\u6797\u90c5\u7426\u5728\u7814\u7a76\u9662\u5ea6\u8fc7\u4e86\u5b9d\u8d35\u7684\u516d\u5e74\u65f6\u5149\uff0c\u4e5f\u6536\u83b7\u4e86\u79d1\u7814\u4e0a\u7684\u5168\u65b9\u4f4d\u6210\u957f\u3002 \u9664\u4e86\u4ea7\u51fa\u6709\u5f71\u54cd\u529b\u7684\u79d1\u7814\u6210\u679c\u2014\u2014\u4ee5\u7b2c\u4e00\u4f5c\u8005\u8eab\u4efd\u5728\u7cfb\u7edf\u9886\u57df\u9876\u7ea7\u5b66\u672f\u4f1a\u8bae OSDI 2024 \u548c HPCA 2024 \u4e0a\u53d1\u8868\u4e24\u7bc7\u8bba\u6587\uff0c\u6797\u90c5\u7426\u8fd8\u5728 mentor \u7684\u6307\u5bfc\u4e0b\u63a2\u7d22\u5982\u4f55\u5728\u5927\u6a21\u578b\u65f6\u4ee3\u53d1\u6325\u7cfb\u7edf\u7814\u7a76\u7684\u5960\u57fa\u6027\u4ef7\u503c\uff0c\u4ed6\u4eec\u56e2\u961f\u5f00\u53d1\u7684\u7cfb\u7edf\u5df2\u6210\u529f\u5e94\u7528\u4e8e\u5fae\u8f6f\u5185\u90e8\u591a\u4e2a\u7814\u53d1\u56e2\u961f\u3002 \u7cfb\u7edf\u7814\u7a76\u7684\u9053\u8def\u8270\u96be\u590d\u6742\uff0c\u5728\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u8054\u57f9\u6df1\u9020\u7684\u8fd9\u51e0\u5e74\uff0c\u6797\u90c5\u7426\u4e0d\u65ad\u9524\u70bc\u79d1\u7814\u672c\u9886\uff0c\u62d3\u5c55\u80fd\u529b\u8fb9\u754c\u3002\u7ad9\u5728\u6bd5\u4e1a\u8fd9\u4e00\u89c4\u5212\u672a\u6765\u7684\u5173\u952e\u8282\u70b9\uff0c\u6797\u90c5\u7426\u5e0c\u671b\u80fd\u7ee7\u7eed\u6500\u767b\u7cfb\u7edf\u7814\u7a76\u7684\u9ad8\u5cf0\uff0c\u5e26\u7740\u4ece\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u6536\u83b7\u7684\u79d1\u7814\u80fd\u529b\u548c\u89c6\u91ce\uff0c\u505a\u5bf9\u793e\u4f1a\u771f\u6b63\u6709\u5f71\u54cd\u529b\u7684\u7814\u7a76\u3002 \u8054\u57f9\u7684\u6a21\u5f0f\u7ed9\u4e88\u5b66\u751f\u5145\u5206\u7684\u81ea\u7531\u53bb\u63a2\u7d22\u548c\u5c1d\u8bd5\u3002\u201c\u5728\u8054\u5408\u57f9\u517b\u7684\u7b2c\u4e00\u5e74\uff0c\u6211\u5728\u5bfc\u5e08\u7684\u5e26\u9886\u4e0b\u5e7f\u6cdb\u6d89\u730e\u4e86\u5f88\u591a\u65b9\u5411\uff0c\u6269\u5c55\u4e86\u79d1\u7814\u7684\u89c6\u91ce\uff0c\u7136\u540e\u627e\u5230\u4e86\u60f3\u6df1\u5165\u63a2\u7d22\u7684\u65b9\u5411\u3002\u201d\u6797\u90c5\u7426\u8bf4\u3002\u7b2c\u4e8c\u5e74\uff0c\u5728 mentor \u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u9ad8\u7ea7\u7814\u7a76\u5458\u82d7\u53c8\u5c71\u535a\u58eb\u7684\u6307\u5bfc\u4e0b\uff0c\u6797\u90c5\u7426\u5f00\u59cb\u4e13\u6ce8\u4e8e\u5206\u5e03\u5f0f\u7cfb\u7edf\u7684\u7814\u7a76\u3002 \u201c\u7b2c\u4e00\u5e74\u7684\u63a2\u7d22\u5bf9\u6211\u6765\u8bf4\u81f3\u5173\u91cd\u8981\uff0c\u201d\u6797\u90c5\u7426\u8868\u793a\uff0c\u201c\u5b83\u4e0d\u4ec5\u8ba9\u6211\u4e86\u89e3\u4e86 MSRA \u5728\u54ea\u4e9b\u9886\u57df\u6709\u6240\u5e03\u5c40\uff0c\u66f4\u8ba9\u6211\u4e86\u89e3\u5230\u7ec4\u4e0e\u7ec4\u4e4b\u95f4\u6f5c\u5728\u7684\u5408\u4f5c\u673a\u4f1a\u3002\u201d \u8fd9\u79cd\u6253\u7834\u8fb9\u754c\u7684\u8de8\u7ec4\u5408\u4f5c\uff0c\u4e3a\u6797\u90c5\u7426\u63d0\u4f9b\u4e86\u4e00\u4e2a\u96be\u5f97\u7684\u79d1\u7814\u5951\u673a\uff0c\u4e5f\u5960\u5b9a\u4e86\u4ed6\u6574\u4e2a\u8054\u57f9\u671f\u95f4\u7684\u7814\u7a76\u4e3b\u7ebf\u3002 \u6a21\u578b\u89c4\u6a21\u7684\u589e\u5927\u53ef\u4ee5\u63d0\u9ad8\u5b83\u7684\u8868\u8fbe\u80fd\u529b\u548c\u6027\u80fd\u3002\u7136\u800c\uff0c\u5f53\u65f6\u7814\u7a76\u9662\u4f7f\u7528\u7684\u5de5\u5177\u53ea\u80fd\u9488\u5bf9\u7279\u5b9a\u7c7b\u578b\u7684\u6a21\u578b\uff0c\u65e0\u6cd5\u6ee1\u8db3\u66f4\u5e7f\u6cdb\u548c\u591a\u6837\u5316\u7684\u9700\u6c42\u3002\u56e0\u6b64\uff0c\u82d7\u53c8\u5c71\u548c\u6797\u90c5\u7426\u610f\u8bc6\u5230\uff0c\u4ed6\u4eec\u53ef\u4ee5\u901a\u8fc7\u8bbe\u8ba1\u66f4\u7075\u6d3b\u7684\u7cfb\u7edf\u6765\u652f\u6301\u5176\u4ed6\u7814\u7a76\u56e2\u961f\u5bf9\u524d\u6cbf\u6a21\u578b\u7684\u63a2\u7d22\u3002 \u201c\u5728\u5408\u4f5c\u7684\u8fc7\u7a0b\u4e2d\uff0c\u6211\u4eec\u624d\u80fd\u53d1\u73b0\u771f\u6b63\u7684\u75db\u70b9\u5728\u54ea\u91cc\u3002\u201d\u901a\u8fc7\u4e0e\u7b97\u6cd5\u4e13\u5bb6\u7684\u5408\u4f5c\uff0c\u4ed6\u4eec\u8ba4\u8bc6\u5230\u5206\u5e03\u5f0f\u7cfb\u7edf\u5728\u5927\u6a21\u578b\u8bad\u7ec3\u65b9\u9762\u7684\u75db\u70b9\u2014\u2014\u5c3d\u7ba1\u7cfb\u7edf\u4e13\u5bb6\u4e0e\u7b97\u6cd5\u5de5\u4f5c\u8005\u5404\u6709\u6240\u957f\uff0c\u4f46\u7531\u4e8e\u7f3a\u4e4f\u76f8\u4e92\u7406\u89e3\uff0c\u5de5\u4f5c\u96be\u5ea6\u9aa4\u589e\u3002\u4ed6\u4eec\u5e0c\u671b\u8bbe\u8ba1\u4e00\u4e2a\u6613\u7528\u7684\u7cfb\u7edf\uff0c\u5c06\u7b97\u6cd5\u5de5\u4f5c\u8005\u548c\u7cfb\u7edf\u4e13\u5bb6\u5206\u5f00\uff0c\u4f7f\u7b97\u6cd5\u5de5\u4f5c\u8005\u53ea\u9700\u5173\u6ce8\u7b97\u6cd5\u5b9a\u4e49\uff0c\u800c\u4e0d\u9700\u8981\u8003\u8651\u5728\u8bbe\u5907\u4e0a\u7684\u6267\u884c\u65b9\u5f0f\u3002 nnScaler \u9879\u76ee\u8ba9\u6797\u90c5\u7426\u8ba4\u8bc6\u5230\u4ece\u201c\u7406\u8bba\u201d\u5230\u201c\u843d\u5730\u201d\u9700\u8981\u4ed8\u51fa\u7684\u52aa\u529b\u4ee5\u53ca\u53ef\u884c\u7684\u8def\u5f84\u3002\u201c\u5c3d\u7ba1\u67d0\u4e9b\u95ee\u9898\u5728\u8bba\u6587\u4e2d\u770b\u8d77\u6765\u5f88\u7b80\u5355\uff0c\u4f46\u5728\u5b9e\u9645\u5de5\u7a0b\u4e2d\u5374\u5341\u5206\u590d\u6742\uff0c\u9700\u8981\u7cbe\u5fc3\u8c03\u8bd5\u3002\u201d\u76ee\u524d\uff0c\u4ed6\u4eec\u56e2\u961f\u5f00\u53d1\u7684\u7cfb\u7edf\u5df2\u6210\u529f\u670d\u52a1\u4e8e\u591a\u4e2a\u7814\u53d1\u56e2\u961f\uff0c\u53d6\u5f97\u4e86\u5f88\u597d\u7684\u5e94\u7528\uff0c\u4f53\u73b0\u4e86\u7cfb\u7edf\u7814\u7a76\u5728\u5927\u6a21\u578b\u65f6\u4ee3\u7684\u5960\u57fa\u4ef7\u503c\u3002 \u8fd9\u5957\u7cfb\u7edf\u4e0d\u4ec5\u5927\u5e45\u63d0\u5347\u4e86\u8bad\u7ec3\u901f\u5ea6\uff0c\u8fd8\u6269\u5c55\u4e86\u652f\u6301\u6a21\u578b\u7684\u8303\u56f4\u3002\u66f4\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c\u4ed6\u4eec\u7a81\u7834\u4e86\u4f20\u7edf\u5e76\u884c\u6280\u672f\u7684\u601d\u7ef4\u6846\u67b6\uff0c\u5c55\u73b0\u4e86\u66f4\u5e7f\u9614\u7684\u5e76\u884c\u65b9\u6848\u641c\u7d22\u7a7a\u95f4\uff0c\u4e3a\u672a\u6765\u7684\u5e76\u884c\u8ba1\u7b97\u9886\u57df\u63d0\u4f9b\u4e86\u65b0\u7684\u601d\u8003\u65b9\u5411\u3002\u8fd9\u4e9b\u521b\u65b0\u6210\u679c\u4e0d\u4ec5\u4e3a\u7b97\u6cd5\u5de5\u4f5c\u8005\u63d0\u4f9b\u4e86\u66f4\u9ad8\u6548\u7684\u5de5\u5177\uff0c\u4e5f\u4e3a\u6574\u4e2a\u9886\u57df\u5e26\u6765\u4e86\u65b0\u7684\u542f\u793a\u548c\u53ef\u80fd\u6027\u3002 \u79d1\u7814\u4e4b\u8def\u603b\u662f\u5145\u6ee1\u6311\u6218\u3002\u76f8\u8f83\u4e8e\u4e13\u6ce8\u67d0\u4e00\u9886\u57df\u7684\u6df1\u5ea6\u7814\u7a76\uff0c\u7cfb\u7edf\u5f00\u53d1\u8981\u6c42\u7814\u7a76\u8005\u5177\u5907\u66f4\u5e7f\u6cdb\u7684\u77e5\u8bc6\u9762\u548c\u66f4\u957f\u4e45\u7684\u5b66\u4e60\u8010\u5fc3\u3002\u5b83\u6d89\u53ca\u6574\u4e2a\u6280\u672f\u6808\uff0c\u4ece\u5e95\u5c42\u786c\u4ef6\u5230\u4e0a\u5c42\u5e94\u7528\u7b97\u6cd5\uff0c\u90fd\u9700\u8981\u6709\u6240\u4e86\u89e3\u3002 \u5728\u6797\u90c5\u7426\u7684\u79d1\u7814\u5f81\u7a0b\u4e2d\uff0c\u6700\u5927\u7684\u96be\u9898\u5728\u4e8e\u7cbe\u51c6\u5730\u628a\u63e1\u7cfb\u7edf\u95ee\u9898\u7684\u6838\u5fc3\u3002\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u9662\u957f\u5468\u793c\u680b\u535a\u58eb\u7684\u6307\u5bfc\u8ba9\u4ed6\u5370\u8c61\u6df1\u523b\uff1a\u5728\u7cfb\u7edf\u7814\u7a76\u4e2d\uff0c\u201c\u95ee\u9898\u610f\u8bc6\u201d\u81f3\u5173\u91cd\u8981\u3002\u6210\u529f\u754c\u5b9a\u95ee\u9898\uff0c\u5f80\u5f80\u610f\u5473\u7740\u7814\u7a76\u5de5\u4f5c\u5df2\u6210\u529f\u4e00\u534a\u3002\u8fd9\u4e00\u7406\u5ff5\u6df1\u6df1\u70d9\u5370\u5728\u6797\u90c5\u7426\u7684\u5fc3\u4e2d\uff0c\u6307\u5f15\u7740\u4ed6\u7684\u7814\u7a76\u65b9\u5411\u3002\u535a\u58eb\u751f\u6daf\u7684\u524d\u4e24\u5e74\uff0c\u4ed6\u53cd\u590d\u601d\u8003\u201c\u4e3a\u4ec0\u4e48\u522b\u4eba\u9700\u8981\u4f60\u505a\u7684\u4e1c\u897f\uff1f\u201d\u8fd9\u4e00\u95ee\u9898\u3002 \u5b9a\u4f4d\u95ee\u9898\u7684\u8fc7\u7a0b\u4e5f\u662f\u6311\u6218\u8ba4\u77e5\u8fb9\u754c\u7684\u8fc7\u7a0b\u3002\u8fd9\u4e0d\u4ec5\u9700\u8981\u7814\u7a76\u8005\u5bf9\u6574\u4e2a\u9886\u57df\u6709\u6df1\u523b\u7684\u7406\u89e3\uff0c\u8fd8\u9700\u52c7\u4e8e\u6311\u6218\u81ea\u5df1\u56fa\u6709\u7684\u201c\u76f4\u89c9\u5f0f\u201d\u60f3\u6cd5\u548c\u65b9\u6848\u3002 \u201c\u8001\u5e08\u4eec\u4e00\u76f4\u5728\u8bf4\u4e00\u4e2a\u8bcd\uff1a\u2018Aha moment\u2019\uff0c\u4e5f\u5c31\u662f\u5728\u67d0\u4e00\u4e2a\u65f6\u523b\u4f60\u7a81\u7136\u770b\u6e05\u695a\u4e86\u95ee\u9898\u7684\u672c\u8d28\u3002\u800c\u5f53\u8fd9\u4e00\u523b\u5230\u6765\u7684\u65f6\u5019\uff0c\u4f60\u5c31\u77e5\u9053\uff0c\u4f60\u5e72\u7684\u4e8b\u4e00\u5b9a\u4f1a\u6210\u529f\u3002\u201d \u6797\u90c5\u7426\u5728\u7cfb\u7edf\u7684\u4f17\u591a\u5177\u4f53\u95ee\u9898\u95f4\u6765\u56de\u7a7f\u68ad\uff0c\u52aa\u529b\u6355\u6349\u90a3\u4e00\u77ac\u95f4\u7684\u201cAha moment\u201d\u3002 \u7ecf\u8fc7\u4e24\u5e74\u7684\u9ed8\u9ed8\u8015\u8018\u4e0e\u4e0d\u61c8\u63a2\u7d22\uff0c\u6797\u90c5\u7426\u7ec8\u4e8e\u8fce\u6765\u4e86\u5c5e\u4e8e\u4ed6\u7684 \u201cAha Moment\u201d \u2014\u2014\u4ed6\u4eec\u53d1\u73b0\uff0c\u7cfb\u7edf\u8bbe\u8ba1\u7684\u6839\u672c\u95ee\u9898\u662f\u5e76\u884c\u6280\u672f\u7ec4\u5408\u7684\u529b\u5ea6\u95ee\u9898\u3002\u201c\u53d1\u73b0\u4e86\u8fd9\u4e2a\u95ee\u9898\u7684\u90a3\u4e00\u77ac\u95f4\uff0c\u6211\u5c31\u77e5\u9053\u8fd9\u4e2a\u4e1c\u897f\u80af\u5b9a\u80fd\u505a\u51fa\u6765\u3002\u201d \u53d1\u73b0\u4e86\u4ed6\u4eec\u7684 \u201cAha Moment\u201d \u534a\u5e74\u540e\uff0c\u6797\u90c5\u7426\u7684\u8bba\u6587\u5c31\u88ab OSDI \u4f1a\u8bae\u63a5\u6536\uff0c\u8fce\u6765\u4e86\u5c5e\u4e8e\u4ed6\u7684\u4e30\u6536\u65f6\u523b\u3002 \u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u526f\u9662\u957f\u3001\u7cfb\u7edf\u65b9\u5411\u8d1f\u8d23\u4eba\u3001\u90c5\u7426\u7684mentor \u4e4b\u4e00\u6768\u61cb\u535a\u58eb\u8d5e\u53f9\u90c5\u7426\u5728\u7814\u7a76\u4e2d\u5c55\u73b0\u51fa\u7684\u95ee\u9898\u6d1e\u5bdf\u529b\uff1a\u201c\u90c5\u7426\u540c\u5b66\u4e0d\u4ec5\u5de5\u7a0b\u80fd\u529b\u5f88\u5f3a\uff0c\u4ed6\u5728\u591a\u5e74\u7684\u5b66\u4e60\u79ef\u7d2f\u540e\uff0c\u5bf9\u590d\u6742\u7cfb\u7edf\u8bbe\u8ba1\u548c\u6027\u80fd\u4f18\u5316\u4e2d\u7684\u5173\u952e\u6027\u95ee\u9898\u6709\u4e86\u72ec\u5230\u7684\u6d1e\u89c1\u3002\u201d \u82d7\u53c8\u5c71\u535a\u58eb\u5219\u8bc4\u4ef7\uff1a\u201c\u90c5\u7426\u662f\u4e00\u4e2a\u4f18\u79c0\u7684\u7cfb\u7edf\u5de5\u4f5c\u8005\uff0c\u4ed6\u662f\u80fd\u771f\u6b63\u6c89\u4e0b\u5fc3\u6765\u505a\u4e00\u4e2a\u957f\u4e45\u7684\u7814\u7a76\u7684\uff0c\u9047\u5230\u4e86\u56f0\u96be\u4e5f\u975e\u5e38\u6709\u97e7\u6027\u3002\u201d \u4ee5\u9662\u957f\u5468\u793c\u680b\u535a\u58eb\u4e3a\u4ee3\u8868\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u5728\u7cfb\u7edf\u7814\u7a76\u9886\u57df\u79ef\u7d2f\u9887\u6df1\u3002\u6797\u90c5\u7426\u4e5f\u5728\u8fd9\u6837\u7684\u571f\u58e4\u4e2d\u4e0d\u65ad\u6210\u957f\u3002\u201c\u4e0d\u8bba\u662f\u4f55\u65b9\u5411\u3001\u4f55\u7ea7\u522b\u7684\u7814\u7a76\u5458\uff0c\u90fd\u4f1a\u771f\u8bda\u5730\u6307\u5bfc\u6211\u7684\u79d1\u7814\u5de5\u4f5c\u3002\u201d \u8c08\u53ca mentor \u4eec\u5bf9\u81ea\u5df1\u7684\u6307\u5bfc\uff0c\u6797\u90c5\u7426\u8ba4\u4e3a\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u526f\u9662\u957f\u6768\u61cb\u535a\u58eb\u662f\u4e00\u4e2a\u201c\u5177\u6709\u524d\u77bb\u6027\u7684\u5927\u4f6c\u201d\uff0c\u4ed6\u63d0\u51fa\u7684\u95ee\u9898\u603b\u662f\u76f4\u6307\u6838\u5fc3\uff0c\u4fc3\u4f7f\u6797\u90c5\u7426\u5bf9\u8bfe\u9898\u8fdb\u884c\u66f4\u6df1\u5165\u7684\u601d\u8003\uff1b\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u8d44\u6df1\u9996\u5e2d\u7814\u7a76\u5458\u6768\u51e1\u535a\u58eb\u7ecf\u5e38\u4f1a\u5bf9\u90c5\u7426\u7684\u9879\u76ee\u63d0\u51fa\u4e00\u4e9b\u9ad8\u5c4b\u5efa\u74f4\u7684\u6307\u5bfc\uff0c\u5f15\u5bfc\u6574\u4e2a\u7814\u7a76\u65b9\u5411\u3002 \u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u9ad8\u7ea7\u7814\u7a76\u5458\u82d7\u53c8\u5c71\u535a\u58eb\u5219\u662f\u90c5\u7426\u7cfb\u7edf\u7814\u7a76\u7684\u201c\u9886\u8def\u4eba\u201d\u3002\u201c\u82d7\u8001\u5e08\u6280\u672f\u6c34\u5e73\u7279\u522b\u6df1\uff0c\u4ece\u5e95\u5c42\u786c\u4ef6\u5230\u4e0a\u5c42\u7b97\u6cd5\uff0c\u4ed6\u90fd\u975e\u5e38\u4e86\u89e3\u3002\u6211\u5165\u95e8\u6574\u4e2a\u5206\u5e03\u5f0f\u7684\u4e00\u5957\u77e5\u8bc6\u4f53\u7cfb\uff0c\u90fd\u662f\u5728\u53c8\u5c71\u8001\u5e08\u7684\u6307\u5bfc\u4e0b\u6162\u6162\u5b8c\u5584\u7684\u3002\u201d \u82d7\u53c8\u5c71\u540c\u4e3a\u79d1\u5927-\u5fae\u8f6f\u8054\u57f9\u6bd5\u4e1a\u751f\uff0c\u5e08\u51fa\u540c\u6e90\uff0c\u4ed6\u4ea6\u4ee5\u540c\u6837\u5f00\u653e\u800c\u7075\u6d3b\u7684\u65b9\u5f0f\u6307\u5bfc\u6797\u90c5\u7426\uff1a\u6452\u5f03\u56fa\u5b9a\u4f1a\u8bae\u7684\u5f62\u5f0f\uff0c\u6839\u636e\u6797\u90c5\u7426\u7684\u9700\u6c42\u63d0\u4f9b\u6307\u5bfc\u548c\u89e3\u7b54\u7591\u60d1\u3002\u201c\u4e8b\u5b9e\u4e0a\uff0c\u6211\u4eec\u7684\u4e92\u52a8\u65b9\u5f0f\u5f88\u50cf\u540c\u5b66\uff0c\u662f\u5728\u5171\u540c\u63a2\u7d22\u95ee\u9898\u3002\u201d\u82d7\u53c8\u5c71\u8bf4\u3002\u4ed6\u8fd8\u4e3a\u6797\u90c5\u7426\u5236\u5b9a\u4e86\u957f\u671f\u89c4\u5212\uff0c\u786e\u4fdd\u4ed6\u7684\u7814\u7a76\u80fd\u591f\u6301\u7eed\u3001\u6df1\u5165\u5730\u8fdb\u884c\u3002\u201c\u6211\u4eec\u4f1a\u5bf9\u6bcf\u4e00\u4e2a\u8054\u57f9\u540c\u5b66\u7684\u5b66\u672f\u751f\u6daf\u8d1f\u8d23\uff0c\u5e0c\u671b\u4ed6\u4eec\u4e0d\u662f\u4ec5\u4ec5\u5728\u505a\u77ed\u5e73\u5feb\u7684\u7814\u7a76\uff0c\u800c\u662f\u957f\u671f\u80fd\u6709\u4e00\u4e2a\u5f88\u597d\u7684\u53d1\u5c55\u3002\u201d \u6797\u90c5\u7426\u5728\u4e2d\u79d1\u5927\u5bfc\u5e08\u674e\u8bda\u6559\u6388\u5219\u662f\u4ed6\u6500\u767b\u79d1\u7814\u9ad8\u5cf0\u7684\u575a\u5b9e\u540e\u76fe\u3002\u9664\u4e86\u5728\u79d1\u7814\u4e0a\u4e00\u76f4\u4fdd\u6301\u7740\u5408\u4f5c\u5173\u7cfb\uff0c\u674e\u8bda\u6559\u6388\u4e5f\u5f88\u5173\u5fc3\u6797\u90c5\u7426\u7684\u672a\u6765\u79d1\u7814\u4e4b\u8def\u3002\u201c\u674e\u8001\u5e08\u975e\u5e38\u5173\u5fc3\u6211\uff0c\u6709\u4ec0\u4e48\u4e8b\u60c5\u90fd\u4f1a\u60f3\u5230\u6211\uff0c\u6bd4\u5982\u5b9e\u9a8c\u5ba4\u7684\u5404\u79cd\u7814\u8ba8\u3001\u4ea4\u6d41\uff0c\u5bf9\u6211\u6709\u5e2e\u52a9\u7684\u6d3b\u52a8\uff0c\u90fd\u4f1a\u62c9\u4e0a\u6211\u4e00\u8d77\u53c2\u52a0\u3002\u201d\u90c5\u7426\u5bf9\u6b64\u5341\u5206\u611f\u6fc0\u3002 \u7ecf\u8fc7\u535a\u58eb\u671f\u95f4\u7684\u8bad\u7ec3\uff0c\u4e34\u8fd1\u6bd5\u4e1a\u7684\u6797\u90c5\u7426\u5df2\u7ecf\u6210\u4e3a\u4e86\u72ec\u5f53\u4e00\u9762\u7684\u79d1\u7814\u5de5\u4f5c\u8005\u3002\u4ed6\u8ba4\u4e3a\u201c\u601d\u7ef4\u6a21\u5f0f\u201d\u662f\u81ea\u5df1\u8fd9\u51e0\u5e74\u6700\u5927\u7684\u6536\u83b7\uff1a\u201c\u5728\u6211\u770b\u6765\uff0c\u8bfb\u535a\u6700\u91cd\u8981\u7684\u76ee\u7684\u4e0d\u662f\u53d1\u6587\u7ae0\uff0c\u8fd9\u53ea\u662f\u4e00\u4e9b\u9644\u52a0\u4ea7\u54c1\uff0c\u66f4\u91cd\u8981\u7684\u662f\u953b\u70bc\u81ea\u5df1\u7684\u601d\u7ef4\u80fd\u529b\u3002\u5728\u5fae\u8f6f\u6211\u6bcf\u5929\u90fd\u5728\u5b66\u4e60\u5982\u4f55\u5b8c\u5584\u81ea\u5df1\u7684\u601d\u7ef4\u94fe\u6761\uff0c\u4e25\u8c28\u6709\u81f4\u7684\u601d\u7ef4\u65b9\u5f0f\u4e0d\u5149\u5f71\u54cd\u4e86\u6211\u7684\u7814\u7a76\uff0c\u66f4\u5f71\u54cd\u4e86\u6211\u5728\u751f\u6d3b\u4e2d\u5904\u7406\u65b9\u65b9\u9762\u9762\u7684\u95ee\u9898\u3002\u201d [&hellip;]<\/p>\n","protected":false},"author":34512,"featured_media":0,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","msr-content-parent":1016133,"msr_hide_image_in_river":0,"footnotes":""},"research-area":[],"msr-locale":[268881],"msr-post-option":[],"class_list":["post-1075071","msr-blog-post","type-msr-blog-post","status-publish","hentry","msr-locale-zh_cn"],"msr_assoc_parent":{"id":1016133,"type":"academic-program"},"_links":{"self":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-blog-post\/1075071","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-blog-post"}],"about":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/types\/msr-blog-post"}],"author":[{"embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/users\/34512"}],"version-history":[{"count":5,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-blog-post\/1075071\/revisions"}],"predecessor-version":[{"id":1075536,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-blog-post\/1075071\/revisions\/1075536"}],"wp:attachment":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media?parent=1075071"}],"wp:term":[{"taxonomy":"msr-research-area","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/research-area?post=1075071"},{"taxonomy":"msr-locale","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-locale?post=1075071"},{"taxonomy":"msr-post-option","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-post-option?post=1075071"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}