\u5317\u4eac2021\u5e7412\u67088\u65e5 \/\u7f8e\u901a\u793e\/ — \u59cb\u4e8e2012\u5e74\u7684\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280re:Invent\u5168\u7403\u5927\u4f1a\uff0c\u4e00\u76f4\u662f\u5168\u7403\u4e91\u8ba1\u7b97\u9886\u57df\u7684\u884c\u4e1a\u98ce\u5411\u6807\u30022021\u5e74\u8fdb\u5165re:Invent\u7684\u7b2c\u5341\u4e2a\u5e74\u5934\uff0c\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u7684\u98ce\u5934\u4e0d\u51cf\uff0c\u518d\u6b21\u4ee5\u5927\u91cf\u7684\u521b\u65b0\u60ca\u8273\u4e1a\u754c\uff0c\u8ba9\u4eba\u76ee\u4e0d\u6687\u63a5\u3002\u7efc\u89c22021 re:Invent\u7684\u65b0\u6280\u672f\u548c\u4ea7\u54c1\u53d1\u5e03\uff0c\u53ef\u4ee5\u770b\u5230\u4e91\u8ba1\u7b97\u53d1\u5c55\u7684\u4e94\u4e2a\u663e\u8457\u8d8b\u52bf\u3002<\/p>\n
\u3010<\/b>2021 re:Invent<\/b>\u89c2\u5bdf\u4e4b\u4e00\u3011\u81ea\u7814\u82af\u7247\u6210\u5c31\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u7684\u7b97\u529b\u4f18\u52bf<\/b><\/p>\n
\u5728re:Invent\u4e0a\uff0c\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u63a8<\/span>\u51fa\u4e86\u4e09\u9879\u81ea\u7814\u5e95\u5c42\u6280\u672f\u3002<\/p>\n \u65b0\u63a8\u51fa\u81ea\u7814\u901a\u7528\u8ba1\u7b97\u5904\u7406\u5668\u3002<\/b>\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u5ba3\u5e03\u65b0\u4e00\u4ee3\u57fa\u4e8eArm\u7684\u81ea\u7814CPU\u5904\u7406\u5668Amazon Graviton3\u3002\u8fd9\u662f\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u81ea\u7814\u8bbe\u8ba1\u7684\u7b2c\u4e09\u9897CPU\u5904\u7406\u5668\u3002<\/p>\n \u7531Amazon Graviton3\u5904\u7406\u5668\u652f\u6301\u7684C7g\u5b9e\u4f8b\u4e0e\u7531 Graviton2 \u5904\u7406\u5668\u652f\u6301\u7684\u5f53\u524d\u4e00\u4ee3 C6g \u5b9e\u4f8b\u76f8\u6bd4\uff0c\u53ef\u5c06\u8ba1\u7b97\u5bc6\u96c6\u578b\u5de5\u4f5c\u8d1f\u8f7d\u6027\u80fd\u63d0\u9ad8\u591a\u8fbe25%\u3002Amazon Graviton3\u5904\u7406\u5668\u4e0eGraviton2\u76f8\u6bd4\uff0c\u4e3a\u79d1\u5b66\u8ba1\u7b97\u3001\u673a\u5668\u5b66\u4e60\u548c\u5a92\u4f53\u7f16\u7801\u5de5\u4f5c\u8d1f\u8f7d\u63d0\u4f9b\u9ad8\u8fbe2\u500d\u7684\u6d6e\u70b9\u8fd0\u7b97\u6027\u80fd\uff0c\u4e3a\u52a0\u5bc6\u5de5\u4f5c\u8d1f\u8f7d\u901f\u5ea6\u63d0\u5347\u9ad8\u8fbe2\u500d\uff0c\u4e3a\u673a\u5668\u5b66\u4e60\u5de5\u4f5c\u8d1f\u8f7d\u63d0\u4f9b\u9ad8\u8fbe3\u500d\u7684\u6027\u80fd\u3002<\/p>\n Amazon Graviton3\u5904\u7406\u5668\u7684\u80fd\u6548\u4e5f\u66f4\u9ad8\uff0c\u5728\u76f8\u540c\u6027\u80fd\u4e0b\uff0c\u4e0e\u540c\u7c7b\u578bEC2\u5b9e\u4f8b\u5bf9\u6bd4\uff0c\u53ef\u8282\u7701\u9ad8\u8fbe60%\u7684\u80fd\u6e90\u6d88\u8017\u3002C7g\u5b9e\u4f8b\u662f\u4e91\u4e2d\u7b2c\u4e00\u4e2a<\/span>\u91c7\u7528\u6700\u65b0DDR5\u5185\u5b58\u7684\u5b9e\u4f8b\uff0c\u4e0e\u57fa\u4e8eAmazon Graviton2\u7684\u5b9e\u4f8b\u76f8\u6bd4\uff0c\u5b83\u63d0\u9ad8\u4e8650%\u7684\u5185\u5b58\u5e26\u5bbd\uff0c\u4ece\u800c\u63d0\u9ad8\u4e86\u79d1\u5b66\u8ba1\u7b97\u7b49\u5185\u5b58\u5bc6\u96c6\u578b\u5e94\u7528\u7684\u6027\u80fd\u3002<\/p>\n \u4e0e\u57fa\u4e8eAmazon Graviton2\u7684\u5b9e\u4f8b\u76f8\u6bd4\uff0cC7g\u5b9e\u4f8b\u7684\u7f51\u7edc\u5e26\u5bbd\u4e5f\u9ad8\u51fa20%\u3002C7g \u5b9e\u4f8b\u652f\u6301 Elastic Fabric Adapter (EFA)\uff0c\u5141\u8bb8\u5e94\u7528\u7a0b\u5e8f\u76f4\u63a5\u4e0e\u7f51\u7edc\u63a5\u53e3\u5361\u901a\u4fe1\uff0c\u63d0\u4f9b\u66f4\u4f4e\u4e14\u66f4\u4e00\u81f4\u7684\u5ef6\u8fdf\uff0c\u63d0\u9ad8\u9700\u8981\u5927\u89c4\u6a21\u5e76\u884c\u5904\u7406\uff08\u5982\u9ad8\u6027\u80fd\u8ba1\u7b97\u548c\u89c6\u9891\u7f16\u7801\uff09\u7684\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u3002<\/p>\n \u4e2d\u6865\u8c03\u7814\u54a8\u8be2\uff08Sino-bridges\uff09\u9996\u5e2d\u5206\u6790\u5e08\u738b\u4e1b\u6307\u51fa\uff1a\u201c5G\u548cIoT\u7684\u52a0\u901f\u5bf9\u4e8e\u4f4e\u80fd\u8017\u9ad8\u6027\u80fdAI\u63a8\u7406\u7b97\u529b\u63d0\u51fa\u65b0\u9700\u6c42\u3002\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u521a\u521a\u53d1\u5e03\u7684Amazon Graviton3\u8ba9\u5b9e\u4f8b\u6027\u80fd\u5728\u4e0a\u4ee3Amazon Graviton2\u57fa\u7840\u4e0a\u8fdb\u4e00\u6b65\u63d0\u534720%, \u80fd\u8017\u6548\u7387\u63d0\u9ad860%\u3002\u5bf9\u4e8e\u4e2d\u56fd\u7528\u6237\uff0c\u4e0d\u4ec5\u52a0\u5febAI\u8d44\u6e90\u548cAI\u521b\u65b0\u80fd\u529b\u7684\u9002\u914d\u6548\u7387\uff0c\u540c\u65f6\uff0c\u80fd\u591f\u652f\u6301\u6301\u7eed\u6280\u672f\u5347\u7ea7\uff0c\u4f18\u5316AI\/ML\u7684\u957f\u671f\u6295\u8d44\u4fdd\u62a4\u3002\u201d<\/p>\n \u65b0\u63a8\u51fa\u81ea\u7814\u673a\u5668\u5b66\u4e60\u8bad\u7ec3\u82af\u7247\u3002<\/b>\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u53bb\u5e74re:Invent \u4e0a\u5ba3\u5e03\u7814\u5236\u673a\u5668\u5b66\u4e60\u8bad\u7ec3\u82af\u7247Amazon Trainium\uff0c\u5728\u4eca\u5e74\u7684re:Invent\u4e0a\u5ba3\u5e03\u63d0\u4f9b\u57fa\u4e8eTrainium\u7684\u5b9e\u4f8b\u3002<\/p>\n \u7531Amazon Trainium\u82af\u7247\u652f\u6301\u7684Trn1\u5b9e\u4f8b\u4e3a\u5728Amazon EC2\u4e2d\u8fdb\u884c\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u8bad\u7ec3\u63d0\u4f9b\u6700\u4f73\u6027\u4ef7\u6bd4\u4ee5\u53ca\u6700\u5feb\u7684\u8bad\u7ec3\u901f\u5ea6<\/span>\uff0c\u4e0eP4d\u5b9e\u4f8b\u76f8\u6bd4\uff0c\u901a\u8fc7Trn1\u5b9e\u4f8b\u8bad\u7ec3\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u7684\u6210\u672c\u964d\u4f4e\u591a\u8fbe40%\u3002Trn1\u5b9e\u4f8b\u63d0\u4f9b800Gbps EFA\u7f51\u7edc\u5e26\u5bbd\uff08\u6bd4\u6700\u65b0\u57fa\u4e8eGPU\u7684EC2\u5b9e\u4f8b\u9ad8\u4e24\u500d\uff09\uff0c\u5e76\u4e0eAmazon FSx for Lustre\u9ad8\u6027\u80fd\u5b58\u50a8\u96c6\u6210\uff0c\u8ba9\u5ba2\u6237\u53ef\u4ee5\u542f\u52a8\u5177\u6709EC2 UltraClusters\u529f\u80fd\u7684Trn1\u5b9e\u4f8b\u3002\u901a\u8fc7EC2 UltraClusters\uff0c\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u5c06\u673a\u5668\u5b66\u4e60\u8bad\u7ec3\u6269\u5c55\u5230\u4e00\u4e07\u591a\u4e2a\u4e0e PB \u7ea7\u7f51\u7edc\u4e92\u8fde\u7684 Trainium \u52a0\u901f\u5668\uff0c\u8ba9\u5ba2\u6237\u6309\u9700\u8bbf\u95ee\u8d85\u7b97\u7ea7\u6027\u80fd\uff0c\u5373\u4fbf\u662f\u6700\u5927\u578b\u548c\u6700\u590d\u6742\u7684\u6a21\u578b\uff0c\u8bad\u7ec3\u65f6\u95f4\u4e5f\u53ef\u4ee5\u4ece\u51e0\u4e2a\u6708\u7f29\u77ed\u5230\u51e0\u5929\u3002<\/p>\n \u5f17\u82e5\u65af\u7279\u6c99\u5229\u6587\uff08Frost & Sullivan\uff09\u54a8\u8be2\u603b\u76d1\u674e\u5e86\u8bc4\u8bba\u8bf4\uff1a\u201c\u5bf9\u4e8e\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u53d1\u5e03\u7684\u4e24\u6b3e\u5b9a\u5236\u82af\u7247\uff0c\u6211\u5e76\u4e0d\u8ba4\u4e3a\u5176\u6838\u5fc3\u76ee\u7684\u662f\u4e3a\u4e86\u4e0e\u4f20\u7edf\u82af\u7247\u5382\u5546\u8fdb\u884c\u7ade\u4e89\u3002\u6309\u7167\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u4e00\u8d2f\u4ee5\u7528\u6237\u9700\u6c42\u4e3a\u5148\u7684\u51c6\u5219\uff0c\u4e24\u6b3e\u82af\u7247\u7684\u53d1\u5e03\u4e5f\u662f\u81ea\u4e0b\u800c\u4e0a\u7684\u9700\u6c42\u6240\u81f4\uff0c\u4e24\u5927\u6838\u5fc3\u7528\u6237\u9700\u6c42\u9996\u5148\u662f\u6027\u80fd\u3001\u5176\u6b21\u662f\u6210\u672c\u3002\u76ee\u524d\u5bf9\u4e8e\u8ba1\u7b97\u573a\u666f\u7684\u5e94\u7528\u590d\u6742\u7a0b\u5ea6\u5df2\u7ecf\u5012\u903c\u82af\u7247\u5904\u7406\u6027\u80fd\u7684\u63d0\u5347\u3002\u591a\u91cd\u8d1f\u8f7d\uff0c\u5c24\u5176\u662f\u5728\u673a\u5668\u5b66\u4e60\u65b9\u9762\uff0c\u82af\u7247\u6027\u80fd\u76f4\u63a5\u5236\u7ea6\u4e86\u7b97\u6cd5\u7684\u5e94\u7528\uff0c\u800c\u5728\u8fd9\u65b9\u9762\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u6709\u5148\u5929\u7684\u4f18\u52bf\uff0c\u6279\u91cf\u6570\u636e\u5904\u7406\uff0c\u4ee5\u53ca\u5404\u7c7b\u7b97\u6cd5\u6a21\u578b\u7684\u79ef\u7d2f\u90fd\u4e3a\u81ea\u7814\u65b0\u4e00\u4ee3\u82af\u7247\u63d0\u4f9b\u4e86\u624e\u5b9e\u7684\u57fa\u7840\u3002\u4e0e\u73b0\u6709\u7684\u4e91\u670d\u52a1\u4e00\u8d77\u6253\u5305\u8f6f\u786c\u4e00\u4f53\u7684\u65b9\u6848\u63a8\u5411\u7528\u6237\u663e\u7136\u662f\u53ef\u884c\u7684\u3002\u4f46\u7684\u786e\u4e5f\u5bf9\u7528\u6237\u63d0\u51fa\u4e86\u66f4\u5927\u7684\u6311\u6218\uff0c\u8981\u91cd\u65b0\u8c03\u6574\u539f\u5148\u8f6f\u4ef6\u7684\u67b6\u6784\u9002\u914d\u65b0\u578b\u82af\u7247\u3002\u6240\u4ee5\u6bd4\u8d77\u5bf9\u8fc7\u53bb\u4f20\u7edf\u4e1a\u52a1\u7684\u8c03\u6574\uff0c\u66f4\u591a\u7684\u7528\u6237\u5e94\u8be5\u662f\u5728\u65b0\u4e1a\u52a1\u573a\u666f\u4e0b\u7684\u5168\u65b0\u90e8\u7f72\u3002\u5f53\u7136\u76f8\u5bf9\u5e94\u7684\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u5e94\u8be5\u4e5f\u4f1a\u9646\u7eed\u53d1\u5e03\u76f8\u5173\u4ea7\u54c1\u534f\u52a9\u7528\u6237\u5b9e\u73b0\u65b0\u65e7\u7684\u8fc1\u79fb\u6216\u8005\u8054\u52a8\u3002\u201d<\/p>\n \u65b0\u63a8\u51fa<\/b>\u81ea\u7814\u56fa\u6001\u786c\u76d8\u3002<\/b>\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u8fd8\u53d1\u5e03\u4e86\u91c7\u7528\u5168\u65b0Amazon Nitro SSD\u56fa\u6001\u786c\u76d8\u7684Im4gn\/Is4gen\/ I4i\u5b9e\u4f8b\uff0c\u53ef\u4e3aI\/O\u5bc6\u96c6\u578b\u5de5\u4f5c\u8d1f\u8f7d\u63d0\u4f9b\u8d85\u9ad8\u5b58\u50a8\u6027\u80fd\u3002\u901a\u8fc7\u81ea\u7814\u7684 Amazon Nitro SSD\uff0cIm4gn\/Is4gen\/I4i\u5b9e\u4f8b\u63d0\u4f9b\u9ad8\u8fbe 30 TB \u7684 NVMe \u5b58\u50a8\uff0c\u4e0e\u4e0a\u4e00\u4ee3I3\u5b9e\u4f8b\u76f8\u6bd4\uff0cI\/O \u5ef6\u8fdf\u964d\u4f4e\u4e86 60%\uff0c\u5ef6\u8fdf\u53ef\u53d8\u6027\u964d\u4f4e\u4e86 75%\uff0c\u4ece\u800c\u6700\u5927\u9650\u5ea6\u5730\u63d0\u9ad8\u4e86\u5e94\u7528\u7a0b\u5e8f\u6027\u80fd\u3002Amazon Nitro SSD\u901a\u8fc7\u4f18\u5316\u5b58\u50a8\u5806\u6808\u3001\u865a\u62df\u5316\u7ba1\u7406\u7a0b\u5e8f\u548c\u786c\u4ef6\u4e0eAmazon Nitro \u7cfb\u7edf\u7d27\u5bc6\u96c6\u6210\u3002\u4e0e\u4f7f\u7528\u5546\u7528SSD\u76f8\u6bd4\uff0c\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u540c\u65f6\u7ba1\u7406Amazon Nitro SSDs\u7684\u786c\u4ef6\u548c\u56fa\u4ef6\uff0c\u4f7fSSD\u66f4\u65b0\u4ea4\u4ed8\u901f\u5ea6\u66f4\u5feb\uff0c\u8ba9\u5ba2\u6237\u53ef\u4ee5\u4ece\u6539\u8fdb\u7684\u529f\u80fd\u4e2d\u83b7\u76ca\u3002Im4gn \u5b9e\u4f8b\uff08\u73b0\u5df2\u53ef\u7528\uff09\u91c7\u7528 Amazon Graviton2 \u5904\u7406\u5668\uff0c\u4e0e I3 \u5b9e\u4f8b\u76f8\u6bd4\uff0c\u6027\u4ef7\u6bd4\u63d0\u9ad8\u591a\u8fbe 40%\uff0c\u6bcf TB\u5b58\u50a8\u6210\u672c\u964d\u4f4e\u591a\u8fbe 44%\u3002Is4gen \u5b9e\u4f8b\uff08\u73b0\u5df2\u53ef\u7528\uff09\u4e5f\u91c7\u7528 Amazon Graviton2 \u5904\u7406\u5668\uff0c\u4e0e I3en \u5b9e\u4f8b\u76f8\u6bd4\uff0c\u6bcf TB \u5b58\u50a8\u6210\u672c\u964d\u4f4e\u591a\u8fbe 15%\uff0c\u8ba1\u7b97\u6027\u80fd\u63d0\u9ad8\u591a\u8fbe 48%\u3002<\/p>\n \u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u9996\u5e2d\u6267\u884c\u5b98 Adam Selipsky<\/span> \u8868\u793a\uff0c\u201c\u5c3d\u7ba1\u6211\u4eec\u5df2\u7ecf\u5982\u6b64\u52aa\u529b\u5730\u521b\u65b0\uff0c\u6211\u4eec\u4f9d\u7136\u610f\u8bc6\u5230\uff0c\u5982\u679c\u5e0c\u671b\u9488\u5bf9\u6240\u6709\u53ef\u80fd\u7684\u5de5\u4f5c\u8d1f\u8f7d\u5f7b\u5e95\u53d8\u9769\u8ba1\u7b97\u7684\u6027\u4ef7\u6bd4\uff0c\u6211\u4eec\u9700\u8981\u5f7b\u5e95\u91cd\u65b0\u601d\u8003\u5b9e\u4f8b\u3002\u4e3a\u4e86\u5b9e\u73b0\u8fd9\u4e2a\u76ee\u7684\uff0c\u6211\u4eec\u9700\u8981\u6df1\u5165\u5e95\u5c42\u6280\u672f\uff0c\u4e00\u76f4\u5230\u82af\u7247\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u5f00\u59cb\u81ea\u5df1\u8bbe\u8ba1\u57fa\u4e8eArm\u7684\u82af\u7247\u3002\u201d<\/p>\n \u52a0\u5927\u5e95\u5c42\u6280\u672f\u81ea\u7814\uff0c\u5bf9\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u5728\u8fd9\u6837\u7684\u9886\u5148\u8005\u6765\u8bf4\uff0c\u5176\u610f\u4e49\u5728\u4e8e\u5b9e\u73b0\u201c\u6211\u6709\u4eba\u65e0\uff0c\u4eba\u6709\u6211\u4f18\u201d\u3002\u7eb5\u89c2\u4e91\u8ba1\u7b97\u4e1a\u754c\uff0c\u57fa\u7840\u8bbe\u65bd\u670d\u52a1\u6210\u4e3a\u6240\u6709\u4e91\u670d\u52a1\u5546\u7684\u57fa\u7840\u670d\u52a1\uff0c\u672a\u6765\u5236\u80dc\u7684\u5173\u952e\u5728\u4e8e\uff0c\u8c01\u80fd\u4ee5\u66f4\u9ad8\u7684\u6027\u80fd\u3001\u66f4\u9ad8\u7684\u6548\u7387\u3001\u66f4\u4f4e\u7684\u6210\u672c\u3001\u66f4\u4f4e\u7684\u80fd\u8017\u63d0\u4f9b\u8fd9\u4e9b\u670d\u52a1\u3002<\/p>\n \u3010<\/b>2021 re:Invent<\/b>\u89c2\u5bdf\u4e4b\u4e8c\u3011\u5927\u4e91\u65e0\u7586\uff0c\u65e0\u9650\u62d3\u5c55<\/b><\/p>\n \u4f5c\u4e3a\u5168\u7403\u8986\u76d6\u8d85\u7ea7\u5e7f\u6cdb\u7684\u4e91\uff0c\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u57fa\u7840\u8bbe\u65bd\u904d\u53ca25\u4e2a\u5730\u7406\u533a\u57df\u768481\u4e2a\u53ef\u7528\u533a\uff0c\u5e76\u8ba1\u5212\u65b0\u5efa9\u4e2a\u533a\u57df\u548c27\u4e2a\u53ef\u7528\u533a\uff0c\u670914\u4e2a\u672c\u5730\u6269\u5c55\u533a\u57df\u300117\u4e2aWavelength\u533a\u57df\uff0c\u6709108\u4e2aDirect Connect\u5149\u7ea4\u76f4\u8fde\u7ad9\u70b9\uff0c\u6709310\u4e2a\u8fb9\u7f18\u7ad9\u70b9\u548c13\u4e2a\u533a\u57df\u7f13\u5b58\u7ad9\u70b9\u3002<\/p>\n \u5728\u6b64\u57fa\u7840\u4e0a\uff0c\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u5ba3\u5e03\uff0c2022\u5e74\u5c06\u572821\u4e2a\u56fd\u5bb6\u5efa\u8bbe\u8d85\u8fc730\u4e2a\u672c\u5730\u6269\u5c55\u533a\uff0c\u8ba9\u5ba2\u6237\u4ee5\u66f4\u4f4e\u7684\u5ef6\u8fdf\u670d\u52a1\u5176\u7ec8\u7aef\u7528\u6237\u3002\u4e9a\u9a6c\u900a\u4e91\u79d1\u62802020\u5e74\u5f00\u59cb\u5728\u7f8e\u56fd\u5efa\u7acb\u4e86\u4e24\u4e2a\u672c\u5730\u6269\u5c55\u533a\uff0c2021\u5e74\u589e\u52a0\u4e8612\u4e2a\u672c\u5730\u6269\u5c55\u533a\u30022022\u5e74\uff0c\u5efa\u7acb\u672c\u5730\u6269\u5c55\u533a\u7684\u6b65\u4f10\u5c06\u8fdb\u4e00\u6b65\u52a0\u5927\u3002<\/p>\n \u4e0d\u4ec5\u5982\u6b64\uff0c\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u8fd8\u901a\u8fc7\u4e00\u7cfb\u5217\u6280\u672f\uff0c\u5c06\u4e91\u5ef6\u4f38\u5230\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u7684\u57fa\u7840\u8bbe\u65bd\u4e4b\u5916\uff0c\u5305\u62ecAmazon Outposts\u3001IoT \u670d\u52a1\u3001Snow \u5bb6\u65cf\u670d\u52a1\uff0c\u4e00\u76f4\u5ef6\u4f38\u5230 Amazon Ground Station\uff0c\u8ba9\u4e91\u6269\u5c55\u5230\u4e86\u592a\u7a7a\u7684\u536b\u661f\u6570\u636e\u3002Outposts\u5c06\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u7684\u4e91\u4f53\u9a8c\u5ef6\u4f38\u5230\u5ba2\u6237\u7684\u672c\u5730\u6570\u636e\u4e2d\u5fc3\uff0c\u8ddf\u4e91\u7aef\u65e0\u7f1d\u8fde\u63a5\u3002IoT\u670d\u52a1\u3001Snow\u5bb6\u65cf\u5c06\u4e91\u7684\u80fd\u529b\u5ef6\u4f38\u5230\u5730\u7403\u4e0a\u5404\u4e2a\u89d2\u843d\u3002 Amazon Ground Station\u662f\u536b\u661f\u5730\u9762\u7ad9\u670d\u52a1\uff0c\u901a\u8fc7\u536b\u661f\u5730\u9762\u7ad9\u63a5\u6536\u6570\u636e\u5230\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u533a\u57df\u8fdb\u884c\u5904\u7406\u3002<\/p>\n \u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u63a8\u51fa\u65b0\u7684\u6258\u7ba1\u670d\u52a1Amazon Private 5G\uff0c\u5219\u662f\u8ba9\u4f01\u4e1a\u65b9\u4fbf\u5229\u75285G\u4e13\u7f51\u6765\u8fde\u63a5\u4f01\u4e1a\u5185\u7684\u8054\u7f51\u4f20\u611f\u5668\u548c\u8fb9\u7f18\u8bbe\u5907\uff0c\u5e76\u4e14\u901a\u8fc7\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u63a7\u5236\u53f0\u7edf\u4e00\u7ba1\u7406\u3002<\/p>\n \u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u8fd8\u53d1\u5e03\u4e86\u65b0\u670d\u52a1Amazon Cloud WAN\uff0c\u5c06\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u5168\u7403\u7f51\u7edc\u7684\u4f18\u52bf\u5e26\u7ed9\u4f01\u4e1a\uff0c\u8ba9\u4f01\u4e1a\u7684\u5e7f\u57df\u7f51\u8ddf\u4e91\u878d\u4e3a\u4e00\u4f53\u3002<\/p>\n Amazon Cloud WAN\u8ba9\u4f01\u4e1a\u53ef\u4ee5\u5728\u5168\u7403\u7684\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u5e7f\u57df\u7f51\u7edc\u4e0a\u5efa\u7acb\u3001\u7ba1\u7406\u7edf\u4e00\u7684\u4e91\u7f51\u7edc\u548c\u76d1\u63a7\u5168\u7403\u6d41\u91cf\u3002\u6240\u6709\u7684\u8fdc\u7a0b\u7528\u6237\u548c\u7ad9\u70b9\u4ee5\u53ca\u6570\u636e\u4e2d\u5fc3\u5c06\u4f7f\u7528 VPN \u6216\u76f4\u63a5\u8fde\u63a5\u5230\u5730\u7406\u4f4d\u7f6e\u6700\u8fd1\u7684\u5730\u65b9\uff0c\u5b9e\u9645\u4e0a\u5728\u51e0\u5206\u949f\u5185\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u5c31\u53ef\u4ee5\u6784\u5efa\u4e00\u4e2a\u5168\u7403\u5316\u7f51\u7edc\u670d\u52a1\u3002<\/p>\n \u3010<\/b>2021 re:Invent<\/b>\u89c2\u5bdf\u4e4b\u4e09\u3011\u4e00\u5207\u4e3a\u6570\u636e\u670d\u52a1\uff0c\u6570\u636e\u521b\u9020\u4ef7\u503c<\/b><\/p>\n \u5728re:Invent \u5168\u7403\u5927\u4f1a\u4e0a\uff0c\u4e9a\u9a6c\u900a\u673a\u5668\u5b66\u4e60\u526f\u603b\u88c1 Swami Sivasubramanian\u7684\u4e3b\u9898\u6f14\u8bb2\u4ee5\u300a\u5982\u4f55\u901a\u8fc7\u6570\u636e\u4e0e\u4eba\u5de5\u667a\u80fd\u8fdb\u884c\u521b\u65b0\u300b\u4e3a\u9898\u3002Swami \u6307\u51fa\uff0c\u201c\u6570\u636e\u662f\u63a8\u52a8\u6d1e\u5bdf\u7684\u6f5c\u5728\u529b\u91cf\uff0c\u6709\u52a9\u4e8e\u66f4\u597d\u5730\u5f00\u5c55\u4e1a\u52a1\u3002\u201d\u4ed6\u5217\u4e3e\u4e86\u98de\u5229\u6d66\u533b\u7597\u3001\u7eb3\u65af\u8fbe\u514b\u7b49\u591a\u79cd\u5927\u6570\u636e\u7684\u4f8b\u5b50\uff0c\u201c<\/span>\u4ece\u5927\u6570\u636e\u8d70\u5411\u6d77\u91cf\u975e\u7ed3\u6784\u5316\u6570\u636e\uff0c\u4e8b\u5b9e\u4e0a80%\u7684\u6570\u636e\u662f\u975e\u7ed3\u6784\u5316\u7684\u3002\u201d<\/p>\n 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\u6570\u636e\u67b6\u6784\u73b0\u4ee3\u5316\u3002<\/b>\u4e0d\u540c\u7684\u573a\u666f\u9700\u8981\u4f7f\u7528\u4e13\u95e8\u6784\u5efa\u7684\u5de5\u5177\uff0c\u4e13\u95e8\u7684\u5de5\u5177\u9700\u8981\u4e13\u4e1a\u7684\u73b0\u4ee3\u5316\u6258\u7ba1\u5e73\u53f0\uff0c\u5728\u8fd9\u65b9\u9762\uff0c\u4e9a\u9a6c\u900a\u62e5\u6709\u65e0\u4e0e\u4f26\u6bd4\u7684\u6210\u719f\u5ea6\u548c\u7ecf\u9a8c\u3002<\/p>\n \u5728\u5df2\u7ecf\u5f88\u4e30\u5bcc\u7684\u6570\u636e\u670d\u52a1\u7ec4\u5408\u4e4b\u4e0a\uff0c\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u53c8\u53d1\u5e03\u591a\u4e2a\u6570\u636e\u5de5\u5177\u3002<\/p>\n Amazon DevOps Guru for RDS\u662f\u4e00\u4e2a\u6570\u636e\u5e93\u6027\u80fd\u5de5\u5177\uff0c\u5b83\u5229\u7528\u673a\u5668\u5b66\u4e60\uff0c\u53ef\u4ee5\u5728\u51e0\u5206\u949f\u5185\u81ea\u52a8\u68c0\u6d4b\u3001\u8bca\u65ad\u548c\u89e3\u51b3\u96be\u4ee5\u53d1\u73b0\u7684\u6570\u636e\u5e93\u6027\u80fd\u95ee\u9898\u3002<\/p>\n Amazon RDS Custom \u63d0\u4f9b\u4e86 SQL Server\u652f\u6301\uff0c\u5b83\u901a\u8fc7\u6258\u7ba1\u5f0f\u670d\u52a1\u8282\u7701\u65f6\u95f4\uff0c\u5e2e\u52a9\u5b9e\u73b0\u81ea\u52a8\u5316\u7248\u672c\u7ef4\u62a4\u4e0e\u8865\u4e01\u5347\u7ea7\uff0c\u5c06\u5b9d\u8d35\u7684\u8d44\u6e90\u4e13\u6ce8\u4e8e\u66f4\u91cd\u8981\u7684\u4e1a\u52a1\u3002<\/p>\n \u53e6\u5916\u4e00\u4e2a\u91cd\u8981\u7684\u53d1\u5e03\u662fAmazon Dynamodb \u7684\u65b0\u529f\u80fdStandard-Infrequent Access\u8868\u7c7b\uff0c\u5b83\u53ef\u4ee5\u5c06\u4e0d\u9891\u7e41\u8bbf\u95ee\u7684\u8868\u6570\u636e\u8fdb\u884c\u5206\u7c7b\uff0cDynamoDB \u7684\u5b58\u50a8\u6210\u672c\u964d\u4f4e60%\u3002<\/p>\n Amazon Database Migration Service Fleet Advisor \u662f\u4e00\u4e2a\u6570\u636e\u5e93\u8fc1\u79fb\u5de5\u5177\uff0c\u5b83\u53ef\u4ee5\u5e2e\u52a9\u5ba2\u6237\u9009\u62e9\u6700\u4f73\u53ef\u7528\u7684\u8ba1\u7b97\u5b9e\u4f8b\u548c\u914d\u7f6e\uff0c\u7528\u4ee5\u90e8\u7f72\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u83b7\u5f97\u6700\u4f73\u7684\u63a8\u7406\u6027\u80fd\u548c\u6210\u672c\uff0c\u5e76\u4e14\u5c06\u8fc7\u53bb\u6570\u5468\u624d\u80fd\u5b8c\u6210\u7684\u5de5\u4f5c\u7f29\u77ed\u5230\u6570\u5c0f\u65f6\u3002<\/p>\n \u7edf\u4e00\u5206\u6790\u6570\u636e\u3002<\/b>\u901a\u8fc7\u4e91\u4e0a\u4e13\u95e8\u5de5\u5177\u5b9e\u73b0\u6570\u636e\u6709\u673a\u6574\u5408\u4e0e\u7edf\u4e00\uff0c\u52a9\u529b\u4f01\u4e1a\u6253\u7834\u6570\u636e\u5b64\u5c9b\u3002<\/p>\n \u901a\u8fc7\u5728\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u4e0a\u8fd0\u884c\u7684\u6570\u636e\u6e56\uff0c\u80fd\u591f\u6536\u96c6\u3001\u5b58\u50a8\u548c\u5206\u6790\u6765\u81ea\u4e00\u7cfb\u5217\u5206\u6563\u7cfb\u7edf\u7684\u6570\u636e\uff0c\u52a9\u529b\u4e1a\u52a1\u53d1\u5c55\u3002<\/p>\n \u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u4e3a\u5728 Amazon S3 \u4e0a\u6784\u5efa\u6570\u636e\u6e56\u63d0\u4f9b\u4e86\u65e0\u4e0e\u4f26\u6bd4\u7684\u8010\u7528\u6027\u3001\u53ef\u7528\u6027\u548c\u53ef\u6269\u5c55\u6027\uff0c\u4ee5\u53ca\u5f3a\u5927\u7684\u5b89\u5168\u6027\u548c\u5206\u6790\u5de5\u5177\uff0c\u4f7f\u7528\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u6700\u65b0\u53d1\u5e03\u7684\u6570\u636e\u6e56\u6784\u5efa\u5de5\u5177\uff0c\u53ef\u4ee5\u5feb\u901f\u6784\u5efa\u9002\u5408\u7684\u6570\u636e\u6e56\uff0cAmazon Athena \u63d0\u4f9b\u4e86\u4e00\u79cd\u6709\u7528\u7684\u65b9\u6cd5\u6765\u5206\u6790\u6240\u6709\u6570\u636e\uff0c\u83b7\u5f97\u89c1\u89e3\u3002<\/p>\n \u5229\u7528 Amazon QuickSight Q\uff0c\u5ba2\u6237\u53ef\u4ee5\u5feb\u901f\u3001\u8f7b\u677e\u5730\u83b7\u5f97\u7b54\u6848\uff0c\u6240\u6709\u7528\u6237\u65e0\u9700\u57f9\u8bad\u5373\u53ef\u8bbf\u95ee BI\u3002<\/p>\n \u57fa\u4e8e\u6570\u636e\u8fdb\u884c\u4e1a\u52a1\u521b\u65b0\u3002<\/b>\u5e2e\u52a9\u6570\u636e\u8fdb\u884c\u521b\u65b0\u7684\u5185\u6838\u662f\u201c\u4ece\u5ba2\u6237\u89d2\u5ea6\u51fa\u53d1\u201d\uff0c\u4f01\u4e1a\u690d\u6839\u4e8e\u81ea\u8eab\u4e1a\u52a1\u7684\u521b\u65b0\u8bc9\u6c42\u662f\u521b\u65b0\u7684\u539f\u52a8\u529b\uff0c\u800c\u4eba\u5de5\u667a\u80fd\u7b49\u6280\u672f\u4e3a\u521b\u65b0\u63d0\u4f9b\u4e86\u624b\u6bb5\u4e0e\u65b9\u6cd5\u3002<\/p>\n \u672c\u6b21re:Invent\uff0c\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u4e1a\u754c\u95fb\u540d\u7684\u673a\u5668\u5b66\u4e60\u5e73\u53f0Amazon SageMaker\u53c8\u6dfb\u516d\u9879\u65b0\u529f\u80fd\u3002<\/p>\n \u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u65b0\u63a8\u51fa\u7684<\/b>Amazon SageMaker Ground Truth Plus<\/b>\uff0c\u8ba9\u7528\u6237\u65e0\u9700\u7f16\u5199\u4efb\u4f55\u4ee3\u7801\u5373\u53ef\u5feb\u901f\u4ea4\u4ed8\u9ad8\u8d28\u91cf\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u3002\u6570\u636e\u662f\u673a\u5668\u5b66\u4e60\u7684\u71c3\u6599\u3002\u4e0d\u8fc7\uff0c\u51c6\u5907\u6570\u636e\u7684\u8fc7\u7a0b\u4ee4\u4eba\u6cae\u4e27\u751a\u81f3\u4ee4\u4eba\u6124\u6012\u3002\u6709\u4e86\u8fd9\u9879\u65b0\u529f\u80fd\uff0c\u6781\u5927\u5730\u89e3\u51b3\u4e86\u6570\u636e\u79d1\u5b66\u5bb6\u51c6\u5907\u6570\u636e\u7684\u75db\u70b9\u95ee\u9898\u3002<\/p>\n \u5728\u6a21\u578b\u6784\u5efa\u4e0e\u7b97\u6cd5\u7f16\u5199\u73af\u8282\uff0c\u65b0\u63a8\u51fa\u7684<\/b>Amazon SageMaker Studio Notebook <\/b>\u5141\u8bb8\u7528\u6237\u8bbf\u95ee\u5e7f\u6cdb\u7684\u6570\u636e\u6e90\uff0c\u5728\u4e00\u4e2a\u8bb0\u4e8b\u672c\u4e2d\u6267\u884c\u6570\u636e\u5de5\u7a0b\u3001\u5206\u6790\u548c\u673a\u5668\u5b66\u4e60\u5de5\u4f5c\u6d41\u3002<\/p>\n \u65b0\u63a8\u51fa\u7684<\/b>Training Compiler <\/b>\u6a21\u578b\u8bad\u7ec3\u7f16\u8bd1\u5668\uff0c\u8ba9\u673a\u5668\u5b66\u4e60\u6a21\u578b\u57f9\u8bad\u901f\u5ea6\u63d0\u9ad850%\u3002Inference Recommender <\/b>\u6a21\u578b\u63a8\u7406\u63a8\u8350\u7a0b\u5e8f\uff0c\u53ef\u5c06\u90e8\u7f72\u65f6\u95f4\u4ece\u6570\u5468\u51cf\u5c11\u5230\u6570\u5c0f\u65f6\u3002Serverless Inference<\/b> \u65e0\u670d\u52a1\u5668\u63a8\u7406\uff0c\u901a\u8fc7\u6309\u4f7f\u7528\u4ed8\u8d39\u7684\u5b9a\u4ef7\u964d\u4f4e\u62e5\u6709\u6210\u672c\u3002<\/p>\n \u3010<\/b>2021 re:Invent<\/b>\u89c2\u5bdf\u4e4b\u56db\u3011\u5343\u65b9\u767e\u8ba1\u964d\u4f4e\u95e8\u69db\uff0c\u8ba9\u66f4\u591a\u4eba\u7528\u4e91\u8ba1\u7b97\u8fdb\u884c\u4e1a\u52a1\u521b\u65b0<\/b><\/p>\n 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Canvas<\/b>\u53c8\u662f\u53e6\u4e00\u4e2a\u4f8b\u5b50\u3002<\/b>\u5b83\u8ba9\u4e1a\u52a1\u5206\u6790\u5e08\u80fd\u591f\u4f7f\u7528\u70b9\u51fb\u5f0f\u754c\u9762\u751f\u6210\u66f4\u51c6\u786e\u7684\u673a\u5668\u5b66\u4e60\u9884\u6d4b\uff0c\u4ece\u800c\u6269\u5c55\u4e86\u5bf9\u673a\u5668\u5b66\u4e60\u7684\u8bbf\u95ee\uff0c\u65e0\u9700\u7f16\u7801\u3002<\/p>\n IDC\u4e2d\u56fd\u52a9\u7406\u7814\u7a76\u603b\u76d1\u5362\u8a00\u971e\u6307\u51fa\uff1a\u201c\u5728\u5927\u6570\u636e\u65b9\u9762\uff0c\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u5728\u6570\u636e\u878d\u5408\u3001\u7edf\u4e00\u6cbb\u7406\u7b49\u65b9\u9762\u5e2e\u52a9\u7528\u6237\u7ba1\u7406\u6570\u5b57\u5316\u65c5\u7a0b\uff0c\u5e76\u52a0\u901f\u5c06\u673a\u5668\u5b66\u4e60\u548c\u4eba\u5de5\u667a\u80fd\u52a0\u5165\u5230\u6570\u636e\u65c5\u7a0b\u3002\u5728\u673a\u5668\u5b66\u4e60\u65b9\u9762\uff0c\u53d1\u5e03\u4e86Amazon SageMaker Canvas\uff0c\u65e0\u9700\u4ee3\u7801\uff0c\u901a\u8fc7\u7b80\u5355\u70b9\u51fb\u5373\u53ef\u5b8c\u6210\u6574\u4e2a\u673a\u5668\u5b66\u4e60\u5de5\u4f5c\u6d41\uff0c\u503c\u5f97\u6ca1\u6709\u6280\u672f\u80cc\u666f\u7684\u5206\u6790\u5e08\uff0c\u4ee5\u53ca\u805a\u7126\u4e1a\u52a1\u5206\u6790\u5c42\u9762\u4f46\u5e0c\u671b\u5b9e\u65f6\u6570\u636e\u6d1e\u5bdf\u7684\u5206\u6790\u4eba\u7fa4\u5173\u6ce8\u3002\u201d<\/p>\n \u65b0\u53d1\u5e03\u7684Amazon SageMaker Studio Lab \u662f\u4e00\u9879\u514d\u8d39\u3001\u65e0\u9700\u914d\u7f6e\u7684\u670d\u52a1\uff0c\u5f00\u53d1\u8005\u3001\u5b66\u8005\u548c\u6570\u636e\u79d1\u5b66\u5bb6\uff0c\u53ea\u8981\u6709\u521b\u65b0\u7684\u60f3\u6cd5\uff0c\u7acb\u5373\u5c31\u53ef\u4ee5\u52a8\u624b\u5b9e\u8df5\u673a\u5668\u5b66\u4e60\u3002\u5b83\u4e5f\u8ba9\u5ba2\u6237\u5c06\u80fd\u591f\u4e13\u6ce8\u4e8e\u5b9e\u8df5\u673a\u5668\u5b66\u4e60\u4e0e\u6570\u636e\u79d1\u5b66\uff0c\u65e0\u9700\u8bbe\u7f6e\u6216\u914d\u7f6e\u4efb\u4f55\u73af\u5883\u4e0e\u673a\u5668\u3002<\/p>\n \u4e3a\u4e86\u5c06\u673a\u5668\u5b66\u4e60\u80fd\u529b\u4ea4\u5230\u66f4\u591a\u7684\u4eba\u624b\u4e2d\uff0c\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u8fd8\u5c06\u901a\u8fc7DeepRacer\u51a0\u519b\u676f\u8d5b\u3001\u57f9\u8bad\u4e0e\u8ba4\u8bc1\u3001\u673a\u5668\u5b66\u4e60\u5927\u5b66\u3001\u673a\u5668\u5b66\u4e60\u7eb3\u7c73\u5b66\u4f4d\u7b49\u9879\u76ee\uff0c\u8ba1\u5212\u5230 2025 \u5e74\u5168\u7403\u57f9\u8bad 2900 \u4e07\u4eba\u3002<\/p>\n \u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u4e5f\u5ba3\u5e03\u4e861000\u4e07\u7f8e\u5143\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\u5956\u5b66\u91d1\uff08Amazon AI & ML Scholarship\uff09\uff0c\u7528\u4e8e\u5956\u52b1\u5168\u7403\u8303\u56f4\u5185\u5f31\u52bf\u7fa4\u4f53\u548c\u670d\u52a1\u8bbe\u65bd\u6b20\u7f3a\u5730\u533a\u7684\u5b66\u751f\uff0c\u5e2e\u52a9\u4ed6\u4eec\u505a\u597d\u51c6\u5907\uff0c\u5728\u672a\u6765\u4ece\u4e8b\u673a\u5668\u5b66\u4e60\u76f8\u5173\u5de5\u4f5c\u3002<\/p>\n \u827e\u745e\u54a8\u8be2\u7814\u7a76\u526f\u603b\u76d1\u738b\u6210\u5cf0\u8ba4\u4e3a\uff0c\u6b64\u6b21re:Invent\u5927\u4f1a\u4e00\u5982\u65e2\u5f80\u5730\u4f53\u73b0\u4e86\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u7684\u5353\u8d8a\u521b\u65b0\u529b\u548c\u4ee5\u5ba2\u6237\u9700\u6c42\u4e3a\u5bfc\u5411\u7684\u4ea7\u54c1\u7814\u53d1\u80fd\u529b\uff0c\u573a\u666f\u8d4b\u80fd\u66f4\u52a0\u591a\u5143\u5316\u3001\u7cbe\u76ca\u5316\uff0c\u5e76\u81f4\u529b\u4e8e\u6570\u5b57\u6280\u672f\u7ea2\u5229\u7684\u201c\u666e\u60e0\u5316\u201d\uff0c\u9762\u5411\u66f4\u591a\u975eIT\u4eba\u7fa4\u7684\u7ec8\u7aef\u5e94\u7528\uff0c\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u3002<\/p>\n \u3010<\/b>2021 re:Invent<\/b>\u89c2\u5bdf\u4e4b\u4e94\u3011\u4f4e\u78b3\u73af\u4fdd\u63d0\u4e0a\u4e91\u5f00\u53d1\u8005\u7684\u8bae\u4e8b\u65e5\u7a0b<\/b><\/p>\n \u5728re:Invent\u4e0a\uff0c\u4e9a\u9a6c\u900aCTO Werner Vogels\u53d1\u5e03\u4e86\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u67b6\u6784\u5b8c\u5584\uff08Well Architecture\uff09 \u7684\u7b2c\u516d\u4e2a\u652f\u67f1\uff1a\u53ef\u6301\u7eed\u53d1\u5c55\uff0c\u5021\u5bfc\u7528\u73af\u4fdd\u7684\u6700\u4f73\u5b9e\u8df5\u6765\u5b66\u4e60\u3001\u6d4b\u91cf\u3001\u6539\u8fdb\u4e91\u7aef\u8ba1\u7b97\u5de5\u4f5c\u8d1f\u8f7d\u3002<\/p>\n \u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u67b6\u6784\u5b8c\u5584\u662f\u4e00\u4e2a\u8bbe\u8ba1\u548c\u8bc4\u4f30\u4e91\u4e0a\u67b6\u6784\u7684\u53c2\u8003\u8bbe\u8ba1\uff0c\u65e8\u5728\u5e2e\u52a9\u4e91\u67b6\u6784\u5e08\u4e3a\u5e94\u7528\u7a0b\u5e8f\u548c\u5de5\u4f5c\u8d1f\u8f7d\u6784\u5efa\u5b89\u5168\u3001\u9ad8\u6027\u80fd\u3001\u9ad8\u6548\u7684\u5f39\u6027\u57fa\u7840\u8bbe\u65bd\u3002AWS \u67b6\u6784\u5b8c\u5584\u7684\u6846\u67b6\u6700\u521d\u53ea\u662f\u4e00\u4e2a\u767d\u76ae\u4e66\uff0c\u73b0\u5728\u5df2\u7ecf\u53d1\u5c55\u6210\u4e3a\u4e00\u6574\u5957\u65b9\u6cd5\u4f53\u7cfb\uff0c\u5305\u62ec\u7279\u5b9a\u4e8e\u57df\u7684\u8be6\u89e3\u3001\u52a8\u624b\u5b9e\u9a8c\u548c AWS \u67b6\u6784\u5b8c\u5584\u5de5\u5177\u3002<\/p>\n \u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u67b6\u6784\u5b8c\u5584\u7684\u6846\u67b6\u4e3a\u5ba2\u6237\u548c\u5408\u4f5c\u4f19\u4f34\u63d0\u4f9b\u4e86\u4e00\u81f4\u6027\u7684\u65b9\u6cd5\uff0c\u4f9b\u4ed6\u4eec\u8bc4\u4f30\u67b6\u6784\uff0c\u5b9e\u65bd\u80fd\u591f\u5728\u4f7f\u7528\u4e2d\u6269\u5c55\u7684\u8bbe\u8ba1\u3002<\/p>\n \u6b64\u524d\uff0c\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u67b6\u6784\u5b8c\u5584\u6709\u5353\u8d8a\u8fd0\u8425\u3001\u5b89\u5168\u6027\u3001\u53ef\u9760\u6027\u3001\u6027\u80fd\u6548\u7387\u3001\u6210\u672c\u4f18\u5316\u4e94\u4e2a\u652f\u67f1\u3002\u73b0\u5728\u589e\u52a0\u4e86\u53ef\u6301\u7eed\u53d1\u5c55\u4f5c\u4e3a\u7b2c\u516d\u4e2a\u652f\u67f1\u3002<\/p>\n \u5728\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u7684\u5021\u5bfc\u4e0b\uff0c\u8d8a\u6765\u8d8a\u591a\u7684\u6784\u5efa\u8005\u5728\u6784\u5efa\u4e91\u4e0a\u5e94\u7528\u65f6\uff0c\u5c06\u628a\u4f4e\u78b3\u73af\u4fdd\u4f5c\u4e3a\u8861\u91cf\u56e0\u7d20\uff0c\u4e0d\u662f\u4e00\u5473\u8ffd\u6c42\u6700\u9ad8\u6027\u80fd\u3001\u6700\u4f4e\u5ef6\u65f6\u3001\u6700\u9ad8\u753b\u8d28\u7b49\u7b49\uff0c\u800c\u662f\u5728\u4f4e\u78b3\u73af\u4fdd\u8ddf\u6027\u80fd\u3001\u5ef6\u65f6\u3001\u753b\u8d28\u7b49\u56e0\u7d20\u505a\u4e00\u4e2a\u6700\u4f73\u7684\u5e73\u8861\u3002<\/p>\n \u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u8fd8\u63d0\u51fa\u4e86\u53ef\u6301\u7eed\u53d1\u5c55\u7684\u8d23\u4efb\u5171\u62c5\u6a21\u5f0f\uff1a\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u8d1f\u8d23\u4e91\u672c\u8eab\u7684\u53ef\u6301\u7eed\u6027\uff0c\u5ba2\u6237\u8981\u627f\u62c5\u5728\u4e91\u4e0a\u5e94\u7528\u7684\u53ef\u6301\u7eed\u6027\u3002<\/p>\n \u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u4e49\u4e0d\u5bb9\u8f9e\u5730\u4e3a\u5730\u7403\u7684\u53ef\u6301\u7eed\u53d1\u5c55\u627f\u62c5\u8d23\u4efb\u3002<\/p>\n \u79d1\u5b66\u5bb6\u6307\u51fa\uff0c\u5168\u4e16\u754c\u9700\u8981\u5728 2050 \u5e74\u524d\u5c06\u5168\u7403\u53d8\u6696\u9650\u5236\u5728 1.5 \u6444\u6c0f\u5ea6\u4ee5\u5185\uff0c\u65f6\u95f4\u975e\u5e38\u7d27\u8feb\uff0c\u5fc5\u987b\u53d6\u5f97\u524d\u6240\u672a\u6709\u7684\u8fdb\u5c55\u3002\u4e3a\u4e86\u63a8\u52a8\u96c6\u4f53\u7684\u8de8\u90e8\u95e8\u884c\u52a8\uff0c\u5e94\u5bf9\u6c14\u5019\u5371\u673a\uff0c\u7531\u4e9a\u9a6c\u900a\u548cGlobal Optimism\u5171\u540c\u53d1\u8d77\u4e86\u300a\u6c14\u5019\u5ba3\u8a00\u300b\uff0c\u547c\u5401\u7b7e\u7ea6\u5404\u673a\u6784\u91c7\u53d6\u7d27\u6025\u884c\u52a8\uff0c\u5728 2040 \u5e74\u524d\u5b9e\u73b0\u51c0\u96f6\u78b3\u6392\u653e\uff0c\u63d0\u524d\u5341\u5e74\u8fbe\u6210\u300a\u5df4\u9ece\u534f\u5b9a\u300b\u76ee\u6807\u3002\u4e9a\u9a6c\u900a\u4ee5\u8eab\u4f5c\u5219\uff0c\u627f\u8bfa\u5230 2030 \u5e74100% \u4f7f\u7528\u53ef\u518d\u751f\u80fd\u6e90\u4e3a\u516c\u53f8\u8fd0\u8425\u63d0\u4f9b\u52a8\u529b\u3002\u73b0\u5728\uff0c\u4e9a\u9a6c\u900a\u5c06\u8ba1\u5212\u518d\u6b21\u63d0\u901f\uff0c\u5e0c\u671b\u5230 2025 \u5e74\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807\u3002<\/p>\n \u5168\u7403\u6743\u5a01\u8c03\u7814\u673a\u6784 — 451 Research \u7684\u7814\u7a76\u7ed3\u679c\uff0c\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u8fd0\u8425\u7684\u57fa\u7840\u8bbe\u65bd\u80fd\u6e90\u6548\u7387\uff0c\u662f\u53d7\u8c03\u67e5\u7684\u7f8e\u56fd\u4f01\u4e1a\u6570\u636e\u4e2d\u5fc3\u4e2d\u4f4d\u6570\u7684 36 \u500d\u3002\u8fdb\u4e00\u6b65\u8c03\u67e5\u6765\u81ea\u6cd5\u56fd\u3001\u5fb7\u56fd\u3001\u7231\u5c14\u5170\u3001\u897f\u73ed\u7259\u548c\u745e\u5178\u5404\u884c\u5404\u4e1a\u7684 300 \u591a\u5bb6\u516c\u53f8\u3002\u7814\u7a76\u53d1\u73b0\uff0c\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u7684\u6570\u636e\u4e2d\u5fc3\u80fd\u6e90\u6548\u7387\u6bd4\u666e\u901a\u6b27\u76df\u516c\u53f8\u9ad8\u51fa 5 \u500d\u3002\u5728\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u8fd0\u884c\u5546\u4e1a\u5e94\u7528\u7684\u516c\u53f8\uff0c\u53ef\u4ee5\u51cf\u5c11\u8fd180%\u7684\u80fd\u6e90\u6d88\u8017\u3002\u5982\u679c\u5c06 1 \u5146\u74e6\u7684\u5178\u578b\u5de5\u4f5c\u8d1f\u8f7d\u8f6c\u79fb\u5230 \u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\uff0c\u6bcf\u5e74\u53ef\u4ee5\u51cf\u5c111000\u591a\u516c\u5428\u7684\u78b3\u6392\u653e\u3002<\/p>\n \u73b0\u5728\uff0c\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u5e0c\u671b\u5229\u7528\u81ea\u8eab\u5728\u4e91\u8ba1\u7b97\u9886\u57df\u7684\u4f18\u52bf\uff0c\u5021\u5bfc\u4e91\u4e0a\u5e94\u7528\u7684\u53ef\u6301\u7eed\u53d1\u5c55\uff0c\u4e3a\u5e94\u5bf9\u5168\u7403\u6c14\u5019\u53d8\u6696\u505a\u51fa\u8d21\u732e\u3002<\/p>\n \u5bf9\u4e8e\u53ef\u6301\u7eed\u53d1\u5c55\uff0c\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u6548\u7528\u8ba1\u7b97\u548c\u5e94\u7528\u7a0b\u5e8f\u9ad8\u7ea7\u526f\u603b\u88c1Peter DeSantis\u8bf4\u8fc7\uff0c\u201c\u6700\u7eff\u8272\u7684\u80fd\u6e90\u5c31\u662f\u4f60\u6ca1\u6709\u4f7f\u7528\u7684\u8d44\u6e90\u3002\u901a\u5f80\u7eff\u8272\u4e91\u7684\u9053\u8def\u5c31\u5728\u9762\u524d\uff0c\u6211\u4eec\u5f97\u4e00\u8d77\u671d\u7740\u8fd9\u4e2a\u76ee\u6807\u52aa\u529b\u3002\u201d<\/p>\n \u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u8fd8\u5c06\u63a8\u51fa\u4e00\u4e2a\u78b3\u8db3\u8ff9\u5de5\u5177\uff0c\u5e2e\u52a9\u5ba2\u6237\u5728\u4e91\u7aef\u8ffd\u8e2a\u5e94\u7528\u7684\u78b3\u6392\u653e\u8db3\u8ff9\uff0c\u8ba9\u4e91\u4e0a\u7684\u4f4e\u78b3\u73af\u4fdd\u53d8\u5f97\u53ef\u8861\u91cf\uff0c\u4ee5\u4fbf\u66f4\u591a\u7684\u5f00\u53d1\u8005\u548c\u4f01\u4e1a\u52a0\u5165\u5230\u4f4e\u78b3\u73af\u4fdd\u7684\u884c\u5217\u4e2d\u6765\u3002<\/p>\n","protected":false},"excerpt":{"rendered":" \u5317\u4eac2021\u5e7412\u67088\u65e5 \/\u7f8e\u901a\u793e\/ — \u59cb\u4e8e2012\u5e74\u7684\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280re:Invent\u5168\u7403\u5927\u4f1a\uff0c\u4e00\u76f4\u662f\u5168\u7403\u4e91\u8ba1\u7b97\u9886\u57df\u7684\u884c\u4e1a\u98ce\u5411\u6807\u30022021\u5e74\u8fdb\u5165re:Invent\u7684\u7b2c\u5341\u4e2a\u5e74\u5934\uff0c\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u7684\u98ce\u5934\u4e0d\u51cf\uff0c\u518d\u6b21\u4ee5\u5927\u91cf\u7684\u521b\u65b0\u60ca\u8273\u4e1a\u754c\uff0c\u8ba9\u4eba\u76ee\u4e0d\u6687\u63a5\u3002\u7efc\u89c22021 re:Invent\u7684\u65b0\u6280\u672f\u548c\u4ea7\u54c1\u53d1\u5e03\uff0c\u53ef\u4ee5\u770b\u5230\u4e91\u8ba1\u7b97\u53d1\u5c55\u7684\u4e94\u4e2a\u663e\u8457\u8d8b\u52bf\u3002 \u30102021 re:Invent\u89c2\u5bdf\u4e4b\u4e00\u3011\u81ea\u7814\u82af\u7247\u6210\u5c31\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u7684\u7b97\u529b\u4f18\u52bf \u5728re:Invent\u4e0a\uff0c\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u63a8\u51fa\u4e86\u4e09\u9879\u81ea\u7814\u5e95\u5c42\u6280\u672f\u3002 \u65b0\u63a8\u51fa\u81ea\u7814\u901a\u7528\u8ba1\u7b97\u5904\u7406\u5668\u3002\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u5ba3\u5e03\u65b0\u4e00\u4ee3\u57fa\u4e8eArm\u7684\u81ea\u7814CPU\u5904\u7406\u5668Amazon Graviton3\u3002\u8fd9\u662f\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u81ea\u7814\u8bbe\u8ba1\u7684\u7b2c\u4e09\u9897CPU\u5904\u7406\u5668\u3002 \u7531Amazon Graviton3\u5904\u7406\u5668\u652f\u6301\u7684C7g\u5b9e\u4f8b\u4e0e\u7531 Graviton2 \u5904\u7406\u5668\u652f\u6301\u7684\u5f53\u524d\u4e00\u4ee3 C6g \u5b9e\u4f8b\u76f8\u6bd4\uff0c\u53ef\u5c06\u8ba1\u7b97\u5bc6\u96c6\u578b\u5de5\u4f5c\u8d1f\u8f7d\u6027\u80fd\u63d0\u9ad8\u591a\u8fbe25%\u3002Amazon 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