{"id":15137,"date":"2026-09-21T12:27:48","date_gmt":"2026-09-21T12:27:48","guid":{"rendered":"https:\/\/nxhdyxdsj.com\/?p=15137"},"modified":"2026-09-21T12:27:48","modified_gmt":"2026-09-21T12:27:48","slug":"%e6%8a%8a%e6%9c%aa%e6%9d%a5%e5%81%9a%e6%88%90%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd%ef%bd%9c%e4%ba%9a%e9%a9%ac%e9%80%8a-cto-dr-werner-vogels-%e4%b8%8e%e4%ba%91%e8%ae%a1%e7%ae%97-20-%e5%b9%b4","status":"publish","type":"post","link":"https:\/\/nxhdyxdsj.com\/?p=15137","title":{"rendered":"\u628a\u672a\u6765\u505a\u6210\u57fa\u7840\u8bbe\u65bd\uff5c\u4e9a\u9a6c\u900a CTO Dr.Werner Vogels \u4e0e\u4e91\u8ba1\u7b97 20 \u5e74"},"content":{"rendered":"<p><\/p>\n<div>\n<p style=\"text-align: left;\"><span style=\"color: #000000;\"><strong>\u4f5c\u8005\uff5cCynthia <\/strong><\/span><\/p>\n<p style=\"text-align: left;\"><span style=\"color: #000000;\"><strong>\u7f16\u8f91\uff5c \u90d1\u7384<\/strong><\/span><\/p>\n<p>\u00a0<\/p>\n<p style=\"text-align: left;\">AI \u65f6\u4ee3\uff0c\u5f00\u53d1\u8005\u8981\u5982\u4f55\u8ddf\u4e0a\u6280\u672f\u7684\u53d8\u5316\uff1f\u4e9a\u9a6c\u900a CTO Werner Vogels\uff0c\u7528\u4e86\u4e8c\u5341\u591a\u5e74\u7684\u65f6\u95f4\u6765\u89e3\u7b54\u8fd9\u4e2a\u95ee\u9898\uff1a\u57fa\u4e8e\u4ed6\u4e3b\u5bfc\u7684 S3\u3001EC2\u3001Lambda\u2026\u2026\u65e0\u6570\u4f01\u4e1a\u4e0e\u5f00\u53d1\u8005\u5b9e\u73b0\u4e86\u52a0\u901f\u5954\u8dd1\u3002\u4ed6\u6bcf\u4e00\u5e74\u7684 re:Invent \u6f14\u8bb2\uff0c\u4e5f\u6210\u4e3a\u4e86\u65e0\u6570\u4eba\u7684\u8ba4\u77e5\u98ce\u5411\u6807\u3002<\/p>\n<p style=\"text-align: left;\">\u867d\u7136\u81ea 2025 \u5e74\u4e4b\u540e\uff0c\u4ed6\u5c06\u4e0d\u518d\u767b\u4e0a re:Invent \u7684\u4e3b\u821e\u53f0\u3002<\/p>\n<p style=\"text-align: left;\">\u4f46\u4eca\u5e74 10 \u6708 13 \u65e5\uff0c\u4ed6\u5c06\u5e26\u7740 2026 \u5e74\u6700\u65b0\u6280\u672f\u6d1e\u5bdf\uff0c\u51fa\u5e2d\u4e2d\u56fd\u6df1\u5733\u7684\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u8f6f\u4ef6\u4f01\u4e1a\u5cf0\u4f1a\u300c\u521b\u4e1a\u52a0\u901f\u8425\u5dc5\u5cf0\u8def\u6f14\u2014\u2014\u901a\u5f80 re:Invent\u300d\uff0c\u5e76\u4e0e\u6781\u5ba2\u516c\u56ed\u521b\u59cb\u4eba\u5f20\u9e4f\u7089\u8fb9\u5bf9\u8bdd\u3002\u4ed6\u7684\u7ecf\u9a8c\uff0c\u6216\u8bb8\u4f1a\u6210\u4e3a\u6211\u4eec\u5173\u4e8e\u5982\u4f55\u62e5\u62b1\u53d8\u5316\u7684\u5b9d\u8d35\u7b54\u6848\u3002<\/p>\n<p style=\"text-align: left;\">2004 \u5e74\u7684\u5723\u8bde\u5b63\uff0c\u4e9a\u9a6c\u900a\u6b63\u5728\u5ea6\u8fc7\u521b\u7acb\u5341\u5e74\u4ee5\u6765\u6700\u597d\u7684\u4e00\u4e2a\u5e74\u672b\u3002<\/p>\n<p style=\"text-align: left;\">\u611f\u6069\u8282\u8fc7\u540e\uff0c\u6d88\u8d39\u7535\u5b50\u7b2c\u4e00\u6b21\u8d85\u8fc7\u56fe\u4e66\uff0c\u6210\u4e3a\u7f51\u7ad9\u6700\u5927\u7684\u54c1\u7c7b\uff1b\u6574\u4e2a\u5047\u65e5\u5b63\u6700\u5fd9\u7684\u4e00\u5929\uff0c\u5168\u7403\u8ba2\u5355\u8d85\u8fc7 280 \u4e07\u4ef6\uff0c\u5e73\u5747\u6bcf\u79d2 32 \u4ef6\u3002\u5341\u5e74\u524d\u90a3\u5bb6\u9760\u5356\u4e66\u8d77\u5bb6\u7684\u4e92\u8054\u7f51\u516c\u53f8\uff0c\u5df2\u7ecf\u5f00\u59cb\u663e\u51fa\u540e\u6765\u90a3\u4e2a\u5546\u4e1a\u5e1d\u56fd\u7684\u8f6e\u5ed3\u3002<\/p>\n<p style=\"text-align: left;\">\u652f\u6491\u8fd9\u4e2a\u5e1d\u56fd\u7684\u6570\u636e\u5e93\u6765\u81ea\u5168\u4e16\u754c\u4f01\u4e1a\u6570\u636e\u5e93\u9886\u57df\u6700\u6210\u719f\u7684\u73a9\u5bb6 Oracle\u3002\u7136\u540e\uff0c12 \u6708 12 \u65e5\uff0c\u5176\u4e2d\u4e00\u5957\u5f7b\u5e95\u5d29\u6e83\u4e86\u3002\u4e00\u4e2a\u53ea\u4f1a\u5728\u6781\u7aef\u89c4\u6a21\u4e0b\u51fa\u73b0\u7684 bug\uff0c\u504f\u504f\u8d76\u4e0a\u5723\u8bde\u8d2d\u7269\u5b63\u6700\u5173\u952e\u7684\u8282\u70b9\uff0c\u8ba9\u6570\u636e\u5e93\u505c\u6446\u4e86\u5341\u4e8c\u4e2a\u5c0f\u65f6\u3002<\/p>\n<p style=\"text-align: left;\">\u800c\u6b64\u65f6\uff0c\u8ddd\u79bb\u540e\u6765\u957f\u671f\u62c5\u4efb\u4e9a\u9a6c\u900a CTO \u7684 Werner \u5230\u4e9a\u9a6c\u900a\u5c65\u804c\u8fd8\u4e0d\u5230\u4e09\u4e2a\u6708\u3002\u65f6\u95f4\u4e00\u5206\u4e00\u79d2\u8fc7\u53bb\uff0c\u5b95\u673a\u5f15\u53d1\u7684\u635f\u5931\u4e0d\u65ad\u6269\u5927\uff0c\u4e8b\u60c5\u5f88\u5feb\u8d8a\u8fc7\u666e\u901a\u6280\u672f\u652f\u6301\uff0c\u4e00\u8def\u6345\u5230 Oracle \u9ad8\u5c42\uff1b\u4ece\u5de5\u7a0b\u5e08\u5230\u9ad8\u7ba1\uff0c\u4e00\u5927\u6279\u4eba\u7d27\u6025\u8d76\u5230\u897f\u96c5\u56fe\u3002<\/p>\n<p style=\"text-align: left;\">\u7136\u800c\uff0c\u6392\u67e5\u4e00\u5708\u540e\uff0c\u7cfb\u7edf bug \u4e4b\u5916\uff0c\u4ed6\u4eec\u8fd8\u53d1\u73b0\u5728\u5f53\u65f6\uff0c\u4e1a\u5185\u901a\u5e38\u4e0d\u4f1a\u533a\u5206\u5404\u79cd\u7b80\u5355\u8bbf\u95ee\u548c\u590d\u6742\u5173\u7cfb\u67e5\u8be2\uff0c\u4e24\u8005\u90fd\u88ab\u6324\u5728\u540c\u4e00\u79cd\u6570\u636e\u5e93\u4e2d\uff1b\u4f46\u504f\u504f\uff0c\u4e9a\u9a6c\u900a\u7684\u6574\u4f53\u4e1a\u52a1\u89c4\u6a21\u65e9\u5c31\u8d85\u8fc7\u4e86\u7edd\u5927\u591a\u6570\u6570\u636e\u5e93\u4ea7\u54c1\u7684\u9ed8\u8ba4\u89c4\u6a21\u8fb9\u754c\u3002\u4e8e\u662f\uff0c\u5927\u91cf\u7ed9\u5b9a key \u8bfb\u53d6 value \u7684\u7b80\u5355\u64cd\u4f5c\uff0c\u6324\u5360\u4e86\u672c\u5e94\u7559\u7ed9\u539f\u672c\u590d\u6742\u67e5\u8be2\u7684\u8d44\u6e90\uff0c\u957f\u671f\u6765\u770b\uff0c\u7cfb\u7edf\u9690\u60a3\u4e5f\u4e0d\u5c0f\u3002<\/p>\n<p style=\"text-align: left;\">\u8fd9\u4e2a\u53d1\u73b0\uff0c\u4e5f\u6210\u4e3a\u4e86\u540e\u6765\u4e9a\u9a6c\u900a\u81ea\u7814\u6570\u636e\u5e93\u7684\u8d77\u70b9\uff1a\u51e0\u5e74\u540e\uff0c\u5305\u62ec Werner \u5728\u5185\u7684\u4e5d\u540d\u4e9a\u9a6c\u900a\u5de5\u7a0b\u5e08\u53d1\u8868\u4e86\u4e00\u7bc7\u540d\u4e3a\u300aDynamo:Amazon\u300fs Highly Available Key-value Store\u300b\u7684\u8bba\u6587\u3002\u5b83\u540e\u6765\u5f71\u54cd\u4e86 Cassandra\u3001Riak \u7b49\u4e00\u4ee3 NoSQL \u7cfb\u7edf\uff0c\u4e5f\u6210\u4e3a DynamoDB \u4e43\u81f3\u6765\u7684\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u7684\u6280\u672f\u524d\u53f2\u4e4b\u4e00\u3002<\/p>\n<p>\u00a0<\/p>\n<p style=\"text-align: center;\"><img src=\"https:\/\/imgslim.geekpark.net\/uploads\/image\/file\/0a\/6b\/0a6b38288ac2c95f54060cd7c8a0557f.png\" height=\"611\"\/><\/p>\n<p>\u00a0<\/p>\n<p style=\"text-align: left;\">\u5b83\u4e5f\u8ba9\u4e9a\u9a6c\u900a\u9010\u6e10\u610f\u8bc6\u5230\uff1a\u89c4\u6a21\u53d8\u4e86\uff0c\u65f6\u4ee3\u53d8\u4e86\uff0c\u8fc7\u53bb\u90a3\u4e9b\u518d\u81ea\u7136\u4e0d\u8fc7\u7684\u6280\u672f\u524d\u63d0\uff0c\u4e5f\u4f1a\u968f\u4e4b\u5931\u6548\u3002<\/p>\n<p style=\"text-align: left;\">\u800c\u8fd9\u79cd\u53d8\u5316\uff0cWerner \u5728\u6b64\u540e\u4e8c\u5341\u5e74\u8fd8\u4f1a\u9047\u5230\u5f88\u591a\u6b21\u3002<\/p>\n<p>\u00a0<\/p>\n<p style=\"text-align: center;\"><span style=\"font-weight: bold;\">\u4e00\u5bb6\u7f51\u4e0a\u4e66\u5e97\uff0c\u548c\u4e00\u4e2a\u5eb7\u5948\u5c14\u5b66\u8005 <\/span><\/p>\n<p>\u00a0<\/p>\n<p style=\"text-align: left;\">\u4e8b\u5b9e\u4e0a\uff0c\u5c31\u5728\u90a3\u573a\u5b95\u673a\u7684\u51e0\u4e2a\u6708\u524d\uff0cWerner \u5bf9\u4e9a\u9a6c\u900a\u7684\u6280\u672f\u6808\u5224\u65ad\uff0c\u8fd8\u4e0d\u662f\u8fd9\u6837\u3002<\/p>\n<p>\u00a0<\/p>\n<p style=\"text-align: center;\"><img src=\"https:\/\/imgslim.geekpark.net\/uploads\/image\/file\/84\/5c\/845c52eea945c3f84dbe9f75aad2ae88.png\" height=\"608\"\/><\/p>\n<p>\u00a0<\/p>\n<p style=\"text-align: left;\"><span style=\"color: #bbbfc4;\">\u56fe\u6ce8\uff1aWerner Vogels<\/span><\/p>\n<p style=\"text-align: left;\">\u90a3\u65f6\uff0c\u4ed6\u5df2\u7ecf\u5728\u5eb7\u5948\u5c14\u505a\u4e86\u5341\u51e0\u5e74\u9ad8\u53ef\u9760\u5206\u5e03\u5f0f\u7cfb\u7edf\u7814\u7a76\u3002\u800c\u4ed6\u5173\u4e8e\u5927\u578b\u7cfb\u7edf\u600e\u6837\u4f20\u64ad\u4fe1\u606f\uff0c\u5982\u4f55\u505a\u5197\u4f59\u5907\u4efd\u4e0e\u6062\u590d\u7684\u7814\u7a76\uff0c\u4e5f\u8ba9\u4ed6\u7ecf\u5e38\u6536\u5230\u5404\u79cd\u53bb\u5927\u578b\u516c\u53f8\u505a\u54a8\u8be2\u5206\u4eab\u7684\u9080\u7ea6\u3002\u5fae\u8f6f\u3001\u592a\u9633\u5fae\u7cfb\u7edf\u516c\u53f8\uff08Sun Microsystems\uff09\u3001\u6570\u5b57\u8bbe\u5907\u516c\u53f8\uff08DEC\uff0c\u8001\u724c\u5c0f\u578b\u673a\u5de8\u5934\uff09\u90fd\u5728\u540d\u5355\u91cc\u3002<\/p>\n<p style=\"text-align: left;\">\u800c\u4e9a\u9a6c\u900a\u627e\u4e0a\u95e8\u6765\u65f6\uff0c\u4ed6\u4e00\u5ea6\u89c9\u5f97\uff1a\u4e00\u5bb6\u7f51\u4e0a\u4e66\u5e97\uff0c\u7f51\u9875\u540e\u9762\u63a5\u4e00\u4e2a\u6570\u636e\u5e93\u80fd\u6709\u591a\u96be\uff1f<\/p>\n<p style=\"text-align: left;\">\u4e8c\u5341\u591a\u5e74\u540e\uff0c\u4ed6\u81ea\u5df1\u91cd\u65b0\u8bb2\u8d77\u8fd9\u4ef6\u4e8b\uff0c\u4ecd\u7136\u89c9\u5f97\u8fd9\u4e2a\u5224\u65ad\u5f88\u597d\u7b11\u3002\u56e0\u4e3a\u771f\u6b63\u8fdb\u5165\u4e9a\u9a6c\u900a\u540e\uff0c\u4ed6\u770b\u5230\u7684\u662f\u4e00\u5957\u51e0\u4e4e\u628a\u5206\u5e03\u5f0f\u7cfb\u7edf\u6559\u6750\u91cc\u7684\u6bcf\u4e2a\u95ee\u9898\u90fd\u63a8\u5230\u4e86\u6781\u7aef\u7684\u7cfb\u7edf\uff1a\u539f\u672c\u5728\u8bba\u6587\u548c\u5b9e\u9a8c\u7cfb\u7edf\u91cc\u7814\u7a76\u7684\u7cfb\u7edf\u89c4\u6a21\uff0c\u53d8\u6210\u4e86\u8ba2\u5355\u3001\u5ba2\u6237\u548c\u51cc\u6668\u54cd\u8d77\u6765\u7684\u62a5\u8b66\u3002\u4e0e\u6b64\u540c\u65f6\uff0c\u8ba2\u5355\u3001\u652f\u4ed8\u3001\u63a8\u8350\u3001\u4f9b\u5e94\u94fe\u3001\u673a\u5668\u5b66\u4e60\uff0c\u4ee5\u53ca\u5927\u91cf\u56e0\u4e3a\u4e1a\u52a1\u589e\u957f\u592a\u5feb\uff0c\u6839\u672c\u627e\u4e0d\u5230\u73b0\u6210\u5546\u4e1a\u8f6f\u4ef6\u6765\u89e3\u51b3\u7684\u95ee\u9898\u3002<\/p>\n<p style=\"text-align: left;\">\u518d\u4e4b\u540e\uff0c\u8d1d\u7d22\u65af\u5411\u4ed6\u53d1\u51fa\u4e86\u5165\u804c\u9080\u8bf7\u3002\u4f46\u4ed6\u505a\u51fa\u9009\u62e9\u524d\uff0c\u5148\u628a\u7535\u8bdd\u6253\u7ed9\u4e86\u597d\u670b\u53cb Jim Gray\u3002<\/p>\n<p>\u00a0<\/p>\n<p style=\"text-align: center;\"><img src=\"https:\/\/imgslim.geekpark.net\/uploads\/image\/file\/2c\/b4\/2cb4f18ca6e39ab9210ad1bcf3653996.png\" height=\"194\"\/><\/p>\n<p>\u00a0<\/p>\n<p style=\"text-align: left;\"><span style=\"color: #bbbfc4;\">\u56fe\u6ce8\uff1aJim Gray<\/span><\/p>\n<p style=\"text-align: left;\">Gray \u662f 1998 \u5e74\u56fe\u7075\u5956\u5f97\u4e3b\uff0c\u4e5f\u662f\u73b0\u4ee3\u6570\u636e\u5e93\u4e8b\u52a1\u5904\u7406\u7684\u5960\u57fa\u8005\u4e4b\u4e00\uff1b\u5728 Werner \u540e\u6765\u7684\u63cf\u8ff0\u4e2d\uff0cGray \u662f\u53ea\u542c\u4e86 30 \u79d2\u673a\u5668\u78c1\u76d8\u7684\u54cd\u52a8\uff0c\u5c31\u80fd\u5224\u65ad\u6570\u636e\u5e93\u5e03\u5c40\u6709\u95ee\u9898\u7684\u5929\u624d\uff1b\u662f\u4ed6\u4ea7\u751f\u7814\u7a76\u4e0e\u804c\u4e1a\u751f\u6daf\u95ee\u9898\u540e\uff0c\u7b2c\u4e00\u4e2a\u60f3\u8981\u6253\u7535\u8bdd\u8ba8\u8bba\u7684\u4eba\uff1b\u4e5f\u662f\u4ed6\u957f\u671f\u7684\u670b\u53cb\u548c\u5bfc\u5e08\u3002<\/p>\n<p style=\"text-align: left;\">\u800c\u5728 Gray \u7684\u5efa\u8bae\u4e0b\uff0cWerner \u6700\u7ec8\u63a5\u53d7\u4e86\u4e9a\u9a6c\u900a\u7684\u9080\u8bf7\u3002\u4e24\u5e74\u4ee5\u540e\uff0c2006 \u5e74\u6625\u5929\uff0cGray \u6765\u5230\u897f\u96c5\u56fe\uff0c\u4e0e Werner \u518d\u6b21\u4f1a\u9762\u3002\u8fd9\u6b21\u8c08\u8bdd\uff0c\u540e\u6765\u53d8\u6210\u4e86\u300aACM Queue\u300b\u4e2d\u7684\u4e00\u573a\u957f\u7bc7\u5bf9\u8c08\u3002\u6742\u5fd7\u7f16\u8f91\u90e8\u4e3a\u8fd9\u7bc7\u8bbf\u8c08\u64b0\u5199\u7684\u5f00\u7bc7\u5bfc\u8bed\uff0c\u4ecd\u7136\u4ece\u90a3\u4e2a\u4eba\u4eba\u719f\u6089\u7684\u4e9a\u9a6c\u900a\u8bf4\u8d77\uff1a\u4e00\u5bb6\u6781\u5176\u6210\u529f\u7684\u7f51\u4e0a\u4e66\u5e97\u3002<\/p>\n<p style=\"text-align: left;\">Werner \u5728\u5bf9\u8c08\u4e2d\u4e13\u95e8\u7ea0\u6b63\u4e86\u8fd9\u4e2a\u89c2\u70b9\u3002<\/p>\n<p style=\"text-align: left;\"><span style=\"font-weight: bold;\">\u300cFirst and foremost Amazon is a technology company.\u300d<\/span><\/p>\n<p>\u00a0<\/p>\n<p style=\"text-align: center;\"><img src=\"https:\/\/imgslim.geekpark.net\/uploads\/image\/file\/3d\/f2\/3df29feca622f1dd9cf0576f905b8e70.png\" height=\"551\"\/><\/p>\n<p>\u00a0<\/p>\n<p style=\"text-align: left;\">\u90a3\u65f6\u7684\u4e9a\u9a6c\u900a\u5904\u5728\u8eab\u4efd\u53d8\u6362\u7684\u5173\u952e\u8282\u70b9\u3002\u5bf9\u5185\uff0c\u65e9\u671f\u5de8\u5927\u7684\u5355\u4f53\u5e94\u7528\u5df2\u7ecf\u88ab\u589e\u957f\u4e0d\u65ad\u62c6\u5f00\uff0c\u5171\u4eab\u6570\u636e\u5e93\u548c\u56e2\u961f\u4e4b\u95f4\u7684\u4f9d\u8d56\u8d8a\u6765\u8d8a\u590d\u6742\uff0c\u6bcf\u9879\u4e1a\u52a1\u5f00\u59cb\u62e5\u6709\u81ea\u5df1\u7684\u670d\u52a1\u3001\u63a5\u53e3\u3001\u6570\u636e\u548c\u90e8\u7f72\u8282\u594f\u3002\u5bf9\u5916\uff0c\u540e\u6765\u6539\u5199\u6574\u4e2a\u8f6f\u4ef6\u4ea7\u4e1a\u7684\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\uff0c\u6b64\u65f6\u4e5f\u521a\u521a\u9732\u51fa\u4e86\u8f6e\u5ed3\u3002<\/p>\n<p style=\"text-align: left;\">Gray \u987a\u7740\u8fd9\u4e2a\u8bdd\u9898\u95ee\u5230\u7ec4\u7ec7\u3002\u7cfb\u7edf\u62c6\u5f00\u4ee5\u540e\uff0c\u5982\u679c\u5f00\u53d1\u56e2\u961f\u53ea\u8d1f\u8d23\u628a\u4ee3\u7801\u5199\u51fa\u6765\uff0c\u518d\u4ea4\u7ed9\u53e6\u4e00\u652f\u8fd0\u7ef4\u56e2\u961f\u8fd0\u884c\uff0c\u5f88\u591a\u95ee\u9898\u5e76\u6ca1\u6709\u6d88\u5931\u3002\u5199\u4ee3\u7801\u7684\u4eba\u4ecd\u7136\u53ef\u4ee5\u4e0d\u77e5\u9053\u81ea\u5df1\u7684\u8bbe\u8ba1\u5230\u4e86\u751f\u4ea7\u73af\u5883\u91cc\u4f1a\u53d1\u751f\u4ec0\u4e48\uff1b\u800c\u771f\u6b63\u9762\u5bf9\u6545\u969c\u7684\u4eba\uff0c\u53c8\u672a\u5fc5\u77e5\u9053\u4ee3\u7801\u4e3a\u4ec0\u4e48\u4f1a\u88ab\u5199\u6210\u8fd9\u6837\u3002<\/p>\n<p style=\"text-align: left;\">Werner \u7684\u56de\u7b54\u662f <span style=\"font-weight: bold;\">\u300cYou build it, you run it.\u300d <\/span>\u5199\u670d\u52a1\u7684\u56e2\u961f\u4e5f\u8fd0\u884c\u5b83\uff0c\u5bb9\u91cf\u4e0d\u591f\u3001\u5ef6\u8fdf\u4e0a\u5347\u3001\u534a\u591c\u62a5\u8b66\u627e\u5230\u7684\u8fd8\u662f\u8fd9\u7fa4\u4eba\u3002\u5ba2\u6237\u771f\u6b63\u9047\u5230\u95ee\u9898\u4e86\uff0c\u4e5f\u4e0d\u4f1a\u56e0\u4e3a\u300c\u4ee3\u7801\u5df2\u7ecf\u4ea4\u4ed8\u300d\u800c\u53d8\u6210\u53e6\u4e00\u652f\u56e2\u961f\u7684\u4e8b\u60c5\u3002<\/p>\n<p>\u00a0<\/p>\n<p style=\"text-align: center;\"><img src=\"https:\/\/imgslim.geekpark.net\/uploads\/image\/file\/6b\/49\/6b49b527652196ae34bc5bb5c037a986.png\" height=\"640\"\/><\/p>\n<p>\u00a0<\/p>\n<p style=\"text-align: left;\">\u800c\u968f\u7740\u4e1a\u52a1\u89c4\u6a21\u8d8a\u6765\u8d8a\u5927\uff0c\u9700\u8981\u627f\u8f7d\u7684\u4e1a\u52a1\u8d8a\u6765\u8d8a\u591a\uff0c\u4e00\u4e9b\u901a\u7528\u7684\u7ecf\u9a8c\u4e0e\u7ec4\u4ef6\u4e5f\u5c31\u9010\u6e10\u88ab\u79ef\u7d2f\u4e86\u4e0b\u6765\u3002<\/p>\n<p style=\"text-align: left;\">\u53ef\u8fd9\u4e9b\u95ee\u9898\u5e76\u4e0d\u53ea\u5c5e\u4e8e\u4e9a\u9a6c\u900a\u3002\u5f53\u8d8a\u6765\u8d8a\u591a\u516c\u53f8\u5f00\u59cb\u5728\u4e92\u8054\u7f51\u4e0a\u642d\u5efa\u81ea\u5df1\u7684\u4ea7\u54c1\u65f6\uff0c\u5b83\u4eec\u4ecd\u7136\u8981\u4ece\u670d\u52a1\u5668\u3001\u5b58\u50a8\u548c\u6570\u636e\u5e93\u91cd\u65b0\u8d77\u6b65\u3002<\/p>\n<p style=\"text-align: left;\">\u4e9a\u9a6c\u900a\u4e0e Werner \u60f3\u505a\u7684\uff0c\u662f\u901a\u8fc7\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u6539\u53d8\u8fd9\u4e2a\u9ed8\u8ba4\u7684\u8d77\u70b9\u3002<\/p>\n<p>\u00a0<\/p>\n<p style=\"text-align: center;\"><span style=\"font-weight: bold;\">\u4ece CTO \u5230\u6559\u7236 <\/span><\/p>\n<p>\u00a0<\/p>\n<p style=\"text-align: left;\">2014 \u5e74 11 \u6708\uff0c\u53c8\u4e00\u6279\u6781\u5ba2\u4ece\u5168\u7403\u5404\u5730\u98de\u5f80\u62c9\u65af\u7ef4\u52a0\u65af\u3002<\/p>\n<p style=\"text-align: left;\">\u8fd9\u4e00\u5e74\u7684\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280 re:Invent \u671f\u95f4\uff0c\u8d85\u8fc7\u4e00\u4e07\u4e09\u5343\u540d\u5f00\u53d1\u8005\u3001\u67b6\u6784\u5e08\u3001\u521b\u4e1a\u8005\u548c\u4f01\u4e1a\u6280\u672f\u8d1f\u8d23\u4eba\u7b49\u7b49\u79d1\u6280\u7231\u597d\u8005\u6324\u8fdb\u57ce\u91cc\u7684\u9152\u5e97\u548c\u4f1a\u5c55\u4e2d\u5fc3\uff0c400 \u540d\u6f14\u8bb2\u4eba\u3001250 \u591a\u573a\u5206\u8bba\u575b\u4ece\u65e9\u5230\u665a\u6392\u6ee1\u65e5\u7a0b\u3002\u6709\u4eba\u6765\u542c\u6570\u636e\u5e93\u548c\u5206\u5e03\u5f0f\u7cfb\u7edf\uff0c\u6709\u4eba\u6392\u961f\u53c2\u52a0\u521a\u521a\u53d1\u5e03\u7684\u4ea7\u54c1 workshop\uff0c\u8fd8\u6709\u4eba\u5e72\u8106\u5b88\u7740 keynote\uff0c\u7b49\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u518d\u5ba3\u5e03\u4e00\u79cd\u53ef\u80fd\u6539\u53d8\u81ea\u5df1\u660e\u5e74\u67b6\u6784\u7684\u65b0\u4e1c\u897f\u3002<\/p>\n<p>\u00a0<\/p>\n<p style=\"text-align: center;\"><img src=\"https:\/\/imgslim.geekpark.net\/uploads\/image\/file\/30\/d8\/30d838bdd8b1b294095c97928cb86fb3.png\" height=\"635\"\/><\/p>\n<p>\u00a0<\/p>\n<p style=\"text-align: left;\">\u6b64\u65f6\uff0c\u8ddd\u79bb\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u53d1\u5e03 S3 \u5df2\u7ecf\u8fc7\u53bb\u4e86\u6574\u6574 8 \u5e74\u3002\u5728\u8fd9\u516b\u5e74\u95f4\uff0cS3 \u5df2\u7ecf\u628a storage \u53d8\u6210 API\uff0cEC2 \u4e5f\u8ba9\u8ba1\u7b97\u8d44\u6e90\u53d8\u6210\u968f\u65f6\u53ef\u4ee5\u83b7\u5f97\u7684\u5f39\u6027\u8d44\u6e90\uff0c\u6570\u636e\u5e93\u3001\u6d88\u606f\u3001\u6570\u636e\u5904\u7406\u548c\u66f4\u591a\u57fa\u7840\u8bbe\u65bd\u80fd\u529b\u4e5f\u6210\u4e3a\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u7684\u4e00\u90e8\u5206\u3002\u5bf9\u4e8e\u8d8a\u6765\u8d8a\u591a\u516c\u53f8\u6765\u8bf4\uff0c\u505a\u4e00\u4e2a\u4ea7\u54c1\u7684\u8d77\u70b9\u5df2\u7ecf\u4ece\u300c\u5148\u51c6\u5907\u591a\u5c11\u53f0\u670d\u52a1\u5668\u300d\uff0c\u53d8\u6210\u300c\u4e91\u4e0a\u6709\u54ea\u4e9b building block \u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u300d\u3002<\/p>\n<p style=\"text-align: left;\">\u7ad9\u5728 keynote \u4e2d\u592e\u7684 Werner\uff0c\u4e5f\u4ece\u90a3\u4e2a\u5dee\u70b9\u5bf9\u300c\u4e00\u5bb6\u7f51\u4e0a\u4e66\u5e97\u300d\u5931\u53bb\u5174\u8da3\u7684\u5eb7\u5948\u5c14\u5b66\u8005\uff0c\u53d8\u6210\u4e91\u8ba1\u7b97\u65f6\u4ee3\u5f00\u53d1\u8005\u6700\u719f\u6089\u7684\u79d1\u6280\u6559\u7236\u4e4b\u4e00\u3002\u5feb\u4e24\u7c73\u7684\u4e2a\u5b50\u3001\u725b\u4ed4\u88e4\u3001\u6bcf\u5e74\u4e0d\u540c\u7684\u4e50\u961f T-shirt\uff0c\u4e5f\u6210\u4e86 re:Invent \u540e\u6765\u5ef6\u7eed\u591a\u5e74\u7684\u56fa\u5b9a\u8282\u76ee\u3002<\/p>\n<p style=\"text-align: left;\">\u8fd9\u4e00\u5e74\uff0c\u4ed6\u5728\u53f0\u4e0a\u53d1\u5e03\u4e86 Lambda\u3002<\/p>\n<p>\u00a0<\/p>\n<p style=\"text-align: center;\"><img src=\"https:\/\/imgslim.geekpark.net\/uploads\/image\/file\/2e\/32\/2e325aac7d059dd1ad696a781057495c.png\" height=\"533\"\/><\/p>\n<p>\u00a0<\/p>\n<p style=\"text-align: left;\">\u4f46 Lambda \u6700\u521d\u5c55\u793a\u7684\u9700\u6c42\u5c0f\u5f97\u51e0\u4e4e\u770b\u4e0d\u51fa\u65e5\u540e\u6709\u6210\u4e3a\u57fa\u7840\u8bbe\u65bd\u7684\u5f71\u5b50\u3002\u53d1\u5e03\u5b83\u53ea\u662f\u56e0\u4e3a\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u56e2\u961f\u53d1\u73b0\uff1a\u8fc7\u53bb\uff0c\u5ba2\u6237\u53ea\u60f3\u5728\u4e00\u4e2a\u4e8b\u4ef6\u51fa\u73b0\u65f6\u8fd0\u884c\u4e00\u5c0f\u6bb5\u4ee3\u7801\uff0c\u6bd4\u5982\u56fe\u7247\u8fdb\u5165 S3 \u4ee5\u540e\u751f\u6210\u7f29\u7565\u56fe\uff0c\u5374\u8981\u4e3a\u6b64\u63d0\u524d\u521b\u5efa EC2 \u5b9e\u4f8b\u3001\u90e8\u7f72\u7a0b\u5e8f\u3001\u914d\u7f6e\u6269\u7f29\u5bb9\uff0c\u518d\u8ba9\u670d\u52a1\u5668\u5728\u90a3\u91cc\u7b49\u5f85\u4e00\u4e2a\u4e0d\u77e5\u9053\u4ec0\u4e48\u65f6\u5019\u624d\u4f1a\u53d1\u751f\u7684\u4e8b\u4ef6\u3002<\/p>\n<p style=\"text-align: left;\">Lambda \u5141\u8bb8\u5f00\u53d1\u8005\u76f4\u63a5\u63d0\u4ea4\u4ee3\u7801\u3002\u4e8b\u4ef6\u53d1\u751f\uff0c\u4ee3\u7801\u8fd0\u884c\uff1b\u9700\u8981\u591a\u5c11\u673a\u5668\u3001\u4ec0\u4e48\u65f6\u5019\u6269\u5bb9\u3001\u54ea\u53f0\u673a\u5668\u574f\u4e86\u4ee5\u540e\u5982\u4f55\u66ff\u6362\uff0c\u7531\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u7ba1\u3002<\/p>\n<p style=\"text-align: left;\">\u4e5f\u662f\u4ece\u8fd9\u65f6\u5019\u5f00\u59cb\uff0c\u8fc7\u53bb\u7684\u90a3\u53e5\u300cYou build it, you run it.\u300d\u8fb9\u754c\u9010\u6e10\u88ab\u62d3\u5c55\u3002\u7528\u6237\u4e0d\u5fc5\u518d\u5173\u5fc3\u670d\u52a1\u5668\u5728\u7b2c\u51e0\u4e2a\u673a\u67b6\uff0c\u4e00\u6b21\u6d41\u91cf\u7a81\u589e\u9700\u8981\u77ac\u95f4\u591a\u51fa\u591a\u5c11\u673a\u5668\uff0c\u5e95\u5c42\u786c\u4ef6\u4f55\u65f6\u5931\u6548\uff0c\u8fd9\u4e9b\u90fd\u4e0d\u518d\u9700\u8981\u6210\u4e3a\u6bcf\u4e2a\u5f00\u53d1\u56e2\u961f\u5fc5\u987b\u638c\u63e1\u7684\u5e95\u5c42\u80fd\u529b\u3002<\/p>\n<p style=\"text-align: left;\">\u800c\u4e00\u5bb6\u4f01\u4e1a\u7684 CTO\uff0c\u4e5f\u4f34\u968f\u7740\u6bcf\u5e74\u4e00\u5ea6\u7684\u5206\u4eab\u4e0e\u57fa\u7840\u8bbe\u65bd\u7684\u6f14\u5316\uff0c\u6210\u4e3a\u4e86\u4e00\u4ee3\u4eba\u7684\u4e91\u8ba1\u7b97\u6559\u7236\u3002<\/p>\n<p>\u00a0<\/p>\n<p style=\"text-align: center;\"><span style=\"font-weight: bold;\">\u53d8\u5316\u6c38\u6052 <\/span><\/p>\n<p>\u00a0<\/p>\n<p style=\"text-align: left;\"><span style=\"font-weight: bold;\">\u6574\u4e2a\u79d1\u6280\u5708\uff0c\u8981\u8bf4\u62e5\u62b1\u53d8\u5316\u6700\u79ef\u6781\uff0c\u4e5f\u6700\u5584\u4e8e\u81ea\u6211\u5426\u5b9a\u3001\u81ea\u6211\u8fed\u4ee3\u7684\u5927\u4f6c\u4eec\uff0cWerner \u5fc5\u5b9a\u699c\u4e0a\u6709\u540d\u3002<\/span><\/p>\n<p style=\"text-align: left;\">2021 \u5e74 3 \u6708 14 \u65e5\uff0cS3 \u5341\u4e94\u5c81\u3002\u8fd9\u4e2a 2006 \u5e74\u521a\u4e0a\u7ebf\u65f6\u53ea\u6709\u975e\u5e38\u7b80\u5355 API \u7684\u5bf9\u8c61\u5b58\u50a8\uff0c\u5230 2021 \u5e74\u5df2\u7ecf\u5b58\u7740\u8d85\u8fc7 100 \u4e07\u4ebf\u4e2a object\uff0c\u5cf0\u503c\u6bcf\u79d2\u5904\u7406\u6570\u5343\u4e07\u6b21\u8bf7\u6c42\u3002<\/p>\n<p style=\"text-align: left;\">\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u7ed9\u5b83\u529e\u4e86\u4e00\u573a\u76f8\u5f53\u9686\u91cd\u7684\u751f\u65e5\u4f1a\uff1a\u8fde\u7eed\u56db\u5929\uff0c\u6bcf\u5929\u56db\u4e2a\u5c0f\u65f6\uff0c\u5728 Twitch \u516c\u5f00\u76f4\u64ad\u300c\u6253\u8138\u300d\u3002\u76f4\u64ad\u4e2d\uff0cWerner \u5c06\u8d1f\u8d23\u5757\u5b58\u50a8\u4e0e\u5bf9\u8c61\u5b58\u50a8\u4e1a\u52a1\u7684 Mai-Lan Tomsen Bukovec <span style=\"font-weight: bold;\">\u3001 <\/span>\u957f\u671f\u8d1f\u8d23\u5b58\u50a8\u6280\u672f\u7684 Bill Vass\u3001\u8d1f\u8d23\u5b89\u5168\u7684 Eric Brandwine \u8fd9\u51e0\u4f4d\u53c2\u4e0e\u8fd9\u5957\u7cfb\u7edf\u6f14\u5316\u7684\u4eba\u91cd\u65b0\u8bf7\u4e86\u56de\u6765\uff0c\u6328\u4e2a\u7ec6\u6570\u6bcf\u4e2a\u4ea7\u54c1\u5f53\u5e74\u4e3a\u4ec0\u4e48\u8fd9\u4e48\u8bbe\u8ba1\u3001\u540e\u6765\u53c8\u6539\u8fc7\u4ec0\u4e48\u3002<\/p>\n<p style=\"text-align: left;\">\u76f4\u64ad\u7b2c\u4e8c\u5929\u7684\u65e5\u7a0b\u91cc\u8bb2\u5230\u7684 <span style=\"font-weight: bold;\">Amazon S3 \u4e00\u81f4\u6027\u5f3a\u7684\u6545\u4e8b\uff0c\u540e\u6765\u53c8\u5728\u4e00\u4e2a\u6708\u540e\u88ab Werner \u5199\u8fdb\u4e86\u535a\u5ba2\u300aDiving Deep on S3 Consistency\u300b\u91cc\u3002<\/span><\/p>\n<p style=\"text-align: left;\">\u5728\u8fd9\u4e2a\u6545\u4e8b\u91cc\uff0c\u4ed6\u63d0\u5230\u4e86\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u6700\u65e9\u7684\u5927\u5ba2\u6237 Netflix\u3002<\/p>\n<p style=\"text-align: left;\">2008 \u5e74\uff0c\u4e00\u6b21\u4e25\u91cd\u7684\u6570\u636e\u5e93\u635f\u574f\u8ba9 Netflix \u8fde\u7eed\u4e09\u5929\u65e0\u6cd5\u5411\u7528\u6237\u5bc4\u9001 DVD\uff0c\u4e5f\u76f4\u63a5\u63a8\u52a8\u5b83\u5f00\u59cb\u79bb\u5f00\u81ea\u5df1\u7684\u6570\u636e\u4e2d\u5fc3\u3002\u4e4b\u540e\u4e03\u5e74\uff0cNetflix \u57fa\u4e8e\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\uff0c\u5b8c\u6574\u91cd\u65b0\u6784\u5efa\u4e86\u6574\u5957\u6280\u672f\u7cfb\u7edf\uff1b\u5230 2016 \u5e74\uff0c\u5185\u90e8\u7684\u6d41\u5a92\u4f53\u4e1a\u52a1\u6700\u540e\u4e00\u6279\u6570\u636e\u4e2d\u5fc3\u4e5f\u88ab\u5173\u95ed\uff0c\u5927\u91cf\u8ba1\u7b97\u3001\u5b58\u50a8\u3001\u5927\u6570\u636e\u5904\u7406\u548c\u5206\u6790\u90fd\u5df2\u7ecf\u8fd0\u884c\u5728\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u4e0a\u3002<\/p>\n<p style=\"text-align: left;\">\u65e9\u5728 2014 \u5e74\uff0cNetflix \u7684\u5de5\u7a0b\u5e08\u5c31\u628a S3 \u79f0\u4f5c\u81ea\u5df1\u6570\u4ed3\u7684\u300csource of truth\u300d\u3002\u6570\u636e\u53ef\u4ee5\u957f\u671f\u653e\u5728 S3\uff0cHadoop \u96c6\u7fa4\u53ef\u4ee5\u5728\u9700\u8981\u65f6\u518d\u52a8\u6001\u521b\u5efa\u548c\u9500\u6bc1\uff0c\u4e0d\u540c\u8ba1\u7b97\u4efb\u52a1\u90fd\u56f4\u7ed5\u540c\u4e00\u4efd\u6570\u636e\u5de5\u4f5c\u3002<\/p>\n<p style=\"text-align: left;\">\u4f46\u8fd9\u79cd\u7528\u6cd5\u4e5f\u628a S3 \u7684\u4e00\u4e2a\u8001\u95ee\u9898\u653e\u5927\u4e86\u3002<\/p>\n<p style=\"text-align: left;\">\u65e9\u671f\u7684 S3 \u63d0\u4f9b\u7684\u662f\u6700\u7ec8\u4e00\u81f4\u6027\u3002\u4e00\u6b21\u5199\u5165\u8fd4\u56de\u6210\u529f\u4ee5\u540e\uff0c\u6570\u636e\u672c\u8eab\u5df2\u7ecf\u88ab\u53ef\u9760\u4fdd\u5b58\uff0c\u4f46\u5e76\u4e0d\u4fdd\u8bc1\u6240\u6709\u8bfb\u53d6\u8def\u5f84\u5728\u540c\u4e00\u65f6\u523b\u90fd\u5df2\u7ecf\u770b\u5230\u8fd9\u4e2a\u6700\u65b0\u72b6\u6001\u3002\u5bf9\u5b58\u56fe\u7247\u3001\u89c6\u9891\u6765\u8bf4\uff0c\u8fd9\u4e2a\u5f88\u77ed\u7684\u65f6\u95f4\u7a97\u53e3\u672a\u5fc5\u6709\u4ec0\u4e48\u5f71\u54cd\uff1b\u53ef\u5728 data pipeline \u91cc\uff0c\u4e00\u4e2a\u8282\u70b9\u521a\u5199\u5b8c\u4e00\u6279\u6587\u4ef6\uff0c\u4e0b\u4e00\u4e2a\u8282\u70b9\u7acb\u523b\u5f00\u59cb\u8ba1\u7b97\uff0c\u5982\u679c\u5c11\u770b\u5230\u51e0\u4efd\uff0c\u62ff\u5230\u7684\u5c31\u662f\u4e00\u4efd\u4e0d\u5b8c\u6574\u7684\u8f93\u5165\u3002<\/p>\n<p style=\"text-align: left;\">2008 \u5e74\uff0cWerner \u5728\u300aEventually Consistent &#8211; Revisited\u300b\u91cc\u7cfb\u7edf\u8ba8\u8bba\u8fc7\uff0c\u5927\u89c4\u6a21\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e3a\u4e86\u53ef\u7528\u6027\u3001\u6027\u80fd\u548c\u5168\u7403\u6269\u5c55\u80fd\u529b\uff0c\u5f80\u5f80\u5fc5\u987b\u5728\u4e00\u81f4\u6027\u3001\u53ef\u7528\u6027\u4e0e\u65f6\u5ef6\u4e4b\u95f4\u505a\u53d6\u820d\u3002<\/p>\n<p style=\"text-align: left;\">\u4f46 Netflix \u5b9e\u9645\u884c\u52a8\u544a\u8bc9\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\uff1a\u5bf9\u4e8e\u65b0\u7684\u5de5\u4f5c\u8d1f\u8f7d\uff0c\u8fd9\u4e2a\u53d6\u820d\u5df2\u7ecf\u8fc7\u65f6\u4e86\u3002\u540e\u6765\uff0cNetflix \u5728 S3 \u65c1\u8fb9\u53c8\u9020\u4e86\u4e00\u5957\u7cfb\u7edf\u2014\u2014s3mper\u3002\u5b83\u7528 DynamoDB \u7ef4\u62a4\u4e00\u4efd\u989d\u5916\u7684\u3001\u4e00\u81f4\u7684\u5143\u6570\u636e\u7d22\u5f15\uff1b\u5f53\u5e94\u7528\u6000\u7591 S3 \u8fd4\u56de\u7684\u7ed3\u679c\u53ef\u80fd\u4e0d\u5b8c\u6574\u65f6\uff0c\u518d\u7528 s3mper \u53bb\u6838\u5bf9\u3002<\/p>\n<p>\u00a0<\/p>\n<p style=\"text-align: center;\"><img src=\"https:\/\/imgslim.geekpark.net\/uploads\/image\/file\/9a\/05\/9a057b179cc2867f16c5ac3291ab4f7e.png\" height=\"565\"\/><\/p>\n<p>\u00a0<\/p>\n<p style=\"text-align: left;\">\u4e8e\u662f\uff0c\u4e00\u4e2a\u8352\u8bde\u7684\u73b0\u5b9e\u51fa\u73b0\u4e86\uff1aNetflix \u4f7f\u7528 S3\uff0c\u672c\u6765\u5c31\u662f\u4e3a\u4e86\u4e0d\u7528\u81ea\u5df1\u7ef4\u62a4\u4e00\u6574\u5957\u5b58\u50a8\u57fa\u7840\u8bbe\u65bd\uff0c\u73b0\u5728\u4e3a\u4e86\u5f25\u8865 S3 \u7684\u4e00\u81f4\u6027\uff0c\u53c8\u5728\u65c1\u8fb9\u591a\u7ef4\u62a4\u4e86\u4e00\u5957\u57fa\u7840\u8bbe\u65bd\u3002<\/p>\n<p style=\"text-align: left;\"><span style=\"font-weight: bold;\">\u5bdf\u89c9\u5230\u4e0d\u5bf9\u7684 Werner\uff0c\u518d\u6b21\u9009\u62e9\u4e86\u63a8\u7ffb\u81ea\u5df1\uff0c\u91cd\u6784 S3\u3002 <\/span>\u628a S3 \u7684\u4e00\u81f4\u6027\u6a21\u578b\u6539\u6389\uff1aGET\u3001PUT\u3001LIST \u7b49\u64cd\u4f5c\u5f00\u59cb\u9ed8\u8ba4\u63d0\u4f9b\u4e00\u81f4\u6027\u5f3a\uff0c\u4e00\u6b21\u5199\u5165\u6210\u529f\u4ee5\u540e\uff0c\u968f\u540e\u7684\u8bfb\u53d6\u548c\u5217\u8868\u64cd\u4f5c\u90fd\u80fd\u7acb\u5373\u770b\u5230\u6700\u65b0\u72b6\u6001\uff0c\u5bf9\u65b0\u65e7\u5bf9\u8c61\u5168\u90e8\u9002\u7528\uff0c\u4e5f\u6ca1\u6709\u989d\u5916\u7684\u6027\u80fd\u548c\u6210\u672c\u4ee3\u4ef7\u3002<\/p>\n<p style=\"text-align: left;\"><span style=\"font-weight: bold;\">\u4f46\u597d\u5728\uff0cWerner \u5bf9\u8fd9\u79cd\u53d8\u5316\u5e76\u4e0d\u964c\u751f\uff0c <\/span>\u65e9\u5728 2016 \u5e74\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u5341\u5468\u5e74\u65f6\uff0cWerner \u603b\u7ed3\u8fc7\u53bb\u5341\u5e74\u505a\u5927\u578b\u7cfb\u7edf\u7684\u7ecf\u9a8c\uff0c\u7b2c\u4e00\u6761\u5c31\u662f\u6784\u5efa\u53ef\u6f14\u5316\u7cfb\u7edf\u3002\u5728\u4ed6\u770b\u6765\uff1a\u4e00\u4e2a\u7cfb\u7edf\u6bcf\u8de8\u8fc7\u4e00\u4e24\u4e2a\u6570\u91cf\u7ea7\uff0c\u90fd\u5e94\u8be5\u91cd\u65b0\u68c0\u67e5\u4e00\u6b21\u67b6\u6784\u3002\u8fc7\u53bb\u505a\u5bf9\u7684\u9009\u62e9\uff0c\u4e0d\u4ee3\u8868\u9762\u5bf9\u65b0\u7684\u89c4\u6a21\u3001\u5de5\u4f5c\u8d1f\u8f7d\u548c\u9650\u5236\u6761\u4ef6\u65f6\u4ecd\u7136\u5e94\u8be5\u4fdd\u6301\u4e0d\u52a8\u3002\u800c\u7cfb\u7edf\u7684\u4efb\u52a1\u4e0d\u662f\u8bc1\u660e\u8bbe\u8ba1\u8005\u5f53\u5e74\u662f\u5bf9\u7684\uff0c\u800c\u662f\u7ee7\u7eed\u89e3\u51b3\u4eca\u5929\u7684\u95ee\u9898\u3002<\/p>\n<p style=\"text-align: left;\"><span style=\"font-weight: bold;\">\u5728\u4e4b\u540e\u7684\u65e5\u5b50\u91cc\uff0c\u53d8\u5316\u7684\u53d1\u751f\uff0c\u4e5f\u4e0d\u4f1a\u56e0\u4e3a S3 \u91cd\u6784\u800c\u505c\u6b62\u3002<\/span><\/p>\n<p>\u00a0<\/p>\n<p style=\"text-align: center;\"><span style=\"font-weight: bold;\">Werner out and Werner back <\/span><\/p>\n<p>\u00a0<\/p>\n<p style=\"text-align: left;\">2025 \u5e74 12 \u6708\uff0cWerner \u7b2c\u5341\u56db\u6b21\u7ad9\u4e0a re:Invent \u7684\u95ed\u5e55\u6f14\u8bb2\u3002<\/p>\n<p>\u00a0<\/p>\n<p style=\"text-align: center;\"><img src=\"https:\/\/imgslim.geekpark.net\/uploads\/image\/file\/cd\/07\/cd0746787de9fba6c262abb9ff579d38.png\" height=\"572\"\/><\/p>\n<p>\u00a0<\/p>\n<p style=\"text-align: left;\">\u8fd9\u4e9b\u5e74\uff0c\u89c2\u4f17\u5df2\u7ecf\u4e60\u60ef\u4e86\u5148\u731c\u4ed6\u7684\u4e50\u961f T-shirt\uff0c\u770b\u90a3\u4e9b\u76f8\u5f53\u524d\u536b\u7684\u5f00\u573a\u77ed\u7247\uff0c\u518d\u542c\u8fd9\u4e2a\u8377\u5170 CTO \u7528\u4e00\u4e2a\u591a\u5c0f\u65f6\u8bb2\u67b6\u6784\u3001\u5f00\u53d1\u8005\u548c\u4e0b\u4e00\u8f6e\u6280\u672f\u53d8\u5316\u3002\u90a3\u4e00\u5929\uff0c\u4ed6\u4e0a\u53f0\u4e0d\u4e45\u5148\u544a\u8bc9\u53f0\u4e0b\uff0c\u8fd9\u662f\u81ea\u5df1\u7684\u6700\u540e\u4e00\u573a re:Invent keynote\u3002<\/p>\n<p style=\"text-align: left;\"><span style=\"font-weight: bold;\">\u4f46 Werner \u4e0d\u4f1a\u79bb\u4e9a\u9a6c\u900a\uff0c\u4e5f\u4e0d\u4f1a\u9000\u4f11\u3002\u4ed6\u53ea\u662f\u89c9\u5f97\u8fde\u7eed\u5341\u56db\u5e74\u7ad9\u5728\u8fd9\u91cc\u5df2\u7ecf\u591f\u4e45\u4e86\uff0c\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u6709\u5f88\u591a\u5e74\u8f7b\u5de5\u7a0b\u5e08\uff0c\u89c2\u4f17\u5e94\u8be5\u5f00\u59cb\u542c\u5230\u65b0\u7684\u58f0\u97f3\u3002<\/span><\/p>\n<p style=\"text-align: left;\"><span style=\"font-weight: bold;\">\u800c\u805a\u5149\u706f\u4e4b\u5916\uff0c\u4ed6\u7684\u53e6\u4e00\u79cd\u751f\u6d3b\u4e5f\u5df2\u7ecf\u5f00\u59cb\u5f88\u4e45\u4e86\u3002 <\/span>\u540c\u4e00\u5e74\u590f\u5929\uff0c\u5728\u65e5\u5185\u74e6\uff0c\u8054\u5408\u56fd AI for Good Global Summit\u3002\u90a3\u573a\u6f14\u8bb2\u4e2d\uff0c\u4ed6\u7f55\u89c1\u7684\u6ca1\u6709\u4ece\u4e9a\u9a6c\u900a\u7684\u65b0\u4ea7\u54c1\u8bb2\u8d77\uff0c\u800c\u662f\u5148\u63d0\u5230\u4e86\u90a3\u4e2a\u5f97\u8fc7\u56fe\u7075\u5956\uff0c\u4e5f\u662f\u4ed6\u5165\u804c\u4e9a\u9a6c\u900a\u524d\u7b2c\u4e00\u4e2a\u6253\u7535\u8bdd\uff0c\u73b0\u5728\u5374\u5df2\u7ecf\u5931\u8e2a\u5341\u516b\u5e74\u7684\u670b\u53cb\u3002<\/p>\n<p style=\"text-align: left;\">Jim Gray\u3002<\/p>\n<p style=\"text-align: left;\">2007 \u5e74 1 \u6708 28 \u65e5\uff0cGray \u72ec\u81ea\u9a7e\u9a76 40 \u82f1\u5c3a\u957f\u7684\u5e06\u8239\uff0c\u4ece\u65e7\u91d1\u5c71\u9a76\u5411\u6cd5\u62c9\u9686\u5c9b\uff0c\u6b64\u540e\u518d\u4e5f\u6ca1\u6709\u56de\u6765\u3002<\/p>\n<p style=\"text-align: left;\">Gray \u8d70\u8fc7\u8fd9\u6761\u822a\u7ebf\u5f88\u591a\u6b21\u3002\u5929\u6c14\u6ca1\u6709\u660e\u663e\u5f02\u5e38\uff0c\u8239\u4e5f\u6ca1\u6709\u53d1\u51fa\u6c42\u6551\u4fe1\u53f7\u3002\u76f4\u5230\u665a\u4e0a\u8239\u6ca1\u6709\u56de\u6765\uff0c\u5bb6\u4eba\u6700\u5148\u53d1\u73b0\u4e86\u5f02\u5e38\uff0c\u4e8e\u662f\u7f8e\u56fd\u6d77\u5cb8\u8b66\u536b\u961f\u5f00\u59cb\u641c\u7d22\uff0c\u98de\u673a\u548c\u8239\u53ea\u626b\u8fc7\u8d85\u8fc7 13 \u4e07\u5e73\u65b9\u82f1\u91cc\u7684\u592a\u5e73\u6d0b\uff0c\u6ca1\u6709\u53d1\u73b0 Gray\u3001\u6551\u751f\u7b4f\uff0c\u751a\u81f3\u6ca1\u6709\u4e00\u5757\u53ef\u4ee5\u786e\u8ba4\u6765\u81ea\u90a3\u8258\u8239\u7684\u6b8b\u9ab8\u3002<\/p>\n<p style=\"text-align: left;\">\u6b63\u5f0f\u641c\u6551\u9010\u6e10\u505c\u6b62\u4ee5\u540e\uff0cGray \u7684\u670b\u53cb\u4eec\u63a5\u68d2\u7ee7\u7eed\u5bfb\u627e\u3002<\/p>\n<p style=\"text-align: left;\">\u90a3\u662f\u4e00\u4e2a\u51e0\u4e4e\u53ef\u4ee5\u8c03\u52a8\u5f53\u65f6\u79d1\u6280\u754c\u548c\u79d1\u5b66\u754c\u6700\u5f3a\u8d44\u6e90\u7684\u670b\u53cb\u5708\u3002\u5546\u4e1a\u536b\u661f\u91cd\u65b0\u5b89\u6392\u62cd\u6444\uff0cNASA \u98de\u673a\u98de\u8fc7\u641c\u7d22\u533a\u57df\uff0c\u6d77\u6d0b\u5b66\u5bb6\u8ba1\u7b97\u6c34\u6d41\u548c\u6f02\u79fb\uff0c\u5fae\u8f6f\u3001\u7532\u9aa8\u6587\u3001\u4e9a\u9a6c\u900a\u3001\u8c37\u6b4c\u7684\u4eba\u4e00\u8d77\u60f3\u529e\u6cd5\u3002<\/p>\n<p style=\"text-align: left;\">\u536b\u661f\u628a\u5927\u7247\u592a\u5e73\u6d0b\u62cd\u4e86\u4e0b\u6765\uff0c\u65b0\u7684\u56f0\u96be\u968f\u4e4b\u51fa\u73b0\uff1a\u6570\u636e\u592a\u591a\u3002\u4e91\u5c42\u3001\u6d6a\u82b1\u3001\u822a\u8ff9\u548c\u8239\u5f71\u6df7\u5728\u5de8\u5e45\u56fe\u50cf\u91cc\uff0c\u5f53\u65f6\u7684\u7b97\u6cd5\u5e76\u4e0d\u64c5\u957f\u4ece\u91cc\u9762\u53ef\u9760\u5730\u8ba4\u51fa\u4e00\u8258\u5e06\u8239\u3002<\/p>\n<p style=\"text-align: left;\">Werner \u60f3\u5230\u4e86 Mechanical Turk\u3002\u8fd9\u662f\u4e9a\u9a6c\u900a 2005 \u5e74\u63a8\u51fa\u7684\u4e00\u5957\u4f17\u5305\u5e73\u53f0\uff0c\u53ef\u4ee5\u628a\u8ba1\u7b97\u673a\u4e0d\u64c5\u957f\u3001\u4f46\u4eba\u773c\u5f88\u5bb9\u6613\u5b8c\u6210\u7684\u5c0f\u4efb\u52a1\u5206\u7ed9\u5927\u91cf\u5728\u7ebf\u7528\u6237\u3002Gray \u641c\u6551\u65f6\uff0cDigitalGlobe \u7684\u536b\u661f\u56fe\u50cf\u88ab\u5207\u6210\u4e00\u5757\u5757\u5c0f\u56fe\uff0c\u5b58\u8fdb S3\uff0c\u518d\u9001\u5230 Mechanical Turk\uff0c\u8ba9\u5fd7\u613f\u8005\u9010\u5f20\u5bfb\u627e Tenacious\u3002\u53ea\u662f\uff1a\u5728\u536b\u661f\u7167\u7247\u4e0a\uff0cGray \u7684\u8239\u53ef\u80fd\u53ea\u6709\u516d\u4e2a\u50cf\u7d20\u5927\u5c0f\u3002\u7b2c\u4e00\u6279\u5f71\u50cf\u4f20\u5230\u4e9a\u9a6c\u900a\u65f6\uff0c\u753b\u9762\u4e00\u5ea6\u5168\u90e8\u663e\u793a\u6210\u9ed1\u8272\u3002\u56e2\u961f\u6d6a\u8d39\u4e86\u51e0\u4e2a\u5173\u952e\u5c0f\u65f6\uff0c\u624d\u53d1\u73b0\u4e0d\u662f\u536b\u661f\u51fa\u4e86\u95ee\u9898\uff0c\u800c\u662f\u81ea\u5df1\u6ca1\u6709\u6b63\u786e\u5904\u7406\u5f71\u50cf\u7684 bit\u3002Werner \u540e\u6765\u56de\u5fc6\u8fd9\u4ef6\u4e8b\uff0c\u6ca1\u6709\u7ed9\u81ea\u5df1\u627e\u4ec0\u4e48\u6280\u672f\u501f\u53e3\uff1a\u300cThat was our own ignorance.\u300d<\/p>\n<p>\u00a0<\/p>\n<p style=\"text-align: center;\"><img src=\"https:\/\/imgslim.geekpark.net\/uploads\/image\/file\/27\/cb\/27cb344413d1dfc107211dfb90f717f3.png\" height=\"485\"\/><\/p>\n<p>\u00a0<\/p>\n<p style=\"text-align: left;\">\u6700\u7ec8\uff0c\u8d85\u8fc7 1.2 \u4e07\u540d\u5fd7\u613f\u8005\u52a0\u5165\uff0c\u68c0\u67e5\u4e86 56 \u4e07\u7ec4\u5f71\u50cf\u3002\u641c\u7d22\u7b2c\u516b\u5929\uff0c\u4ed6\u4eec\u5df2\u7ecf\u770b\u8fc7\u5927\u7ea6 3 \u4e07\u5e73\u65b9\u82f1\u91cc\u7684\u6d77\u9762\uff0c\u7b5b\u51fa\u4e8c\u5341\u591a\u5f20\u7591\u4f3c\u56fe\u7247\uff0c\u5176\u4e2d\u4e00\u5f20\u88ab\u4e13\u5bb6\u5224\u65ad\u4e3a\u300c\u9ad8\u5ea6\u53ef\u80fd\u300d\u662f Gary \u7684\u8239\u7684\u6b8b\u9ab8\u3002\u7b49\u98de\u673a\u80fd\u591f\u91cd\u65b0\u524d\u5f80\u90a3\u4e2a\u5750\u6807\uff0c\u5929\u6c14\u548c\u6d77\u6d41\u5df2\u7ecf\u8fc7\u53bb\u51e0\u5929\u3002<\/p>\n<p style=\"text-align: left;\">\u90a3\u91cc\u4ec0\u4e48\u4e5f\u6ca1\u6709\uff0c\u4ed6\u4eec\u6700\u7ec8\u6ca1\u6709\u627e\u5230 Gray\u3002<\/p>\n<p style=\"text-align: left;\">\u8bb2\u5b8c\u8fd9\u4e2a\u670b\u53cb\uff0c\u4ed6\u8bdd\u9898\u4e00\u8f6c\uff0c\u53c8\u8bb2\u8d77\u4e86\u4e09\u5e74\u540e 2010 \u5e74\u7684\u6d77\u5730\u5730\u9707\u3002<\/p>\n<p style=\"text-align: left;\">\u5bfb\u627e Gray \u65f6\uff0c\u4e00\u4e2a\u4eba\u7684\u5931\u8e2a\u8db3\u4ee5\u8c03\u52a8\u536b\u661f\u3001\u98de\u673a\u3001\u653f\u5e9c\u8d44\u6e90\u548c\u6574\u4e2a\u6280\u672f\u5708\u7684\u4eba\u8109\uff1b\u6d77\u5730\u5730\u9707\u4ee5\u540e\uff0cPort-au-Prince \u6709\u6210\u5343\u4e0a\u4e07\u7684\u4eba\u7b49\u5f85\u6551\u63f4\uff0c\u56fd\u9645\u6551\u63f4\u4eba\u5458\u624b\u91cc\u751a\u81f3\u6709 GPS\uff0c\u5374\u6ca1\u6709\u4e00\u5f20\u8db3\u591f\u53ef\u9760\u7684\u5730\u56fe\u544a\u8bc9\u4ed6\u4eec\u9053\u8def\u5728\u54ea\u91cc\uff0c\u533b\u9662\u548c\u907f\u96be\u6240\u5728\u54ea\u91cc\uff0c\u67d0\u4e2a\u5177\u4f53\u793e\u533a\u5e94\u8be5\u4ece\u54ea\u91cc\u8fdb\u53bb\u3002<\/p>\n<p style=\"text-align: left;\">\u5fd7\u613f\u8005\u968f\u540e\u5f00\u59cb\u6839\u636e\u536b\u661f\u5f71\u50cf\u8865\u56fe\u3002\u4ed6\u4eec\u4f7f\u7528\u7684\u662f OpenStreetMap\uff0c\u4e00\u5957\u7531\u5168\u7403\u793e\u533a\u5171\u540c\u7ef4\u62a4\u7684\u5f00\u653e\u5730\u56fe\u3002\u9053\u8def\u3001\u533b\u9662\u3001\u8425\u5730\u548c\u53d7\u635f\u533a\u57df\u88ab\u4e00\u70b9\u70b9\u8865\u8fdb\u53bb\uff0c\u5f88\u5feb\uff0c\u8fd9\u5f20\u5730\u56fe\u5f00\u59cb\u76f4\u63a5\u8fdb\u5165\u8054\u5408\u56fd\u548c\u5176\u4ed6\u6551\u63f4\u673a\u6784\u7684\u5b9e\u9645\u5de5\u4f5c\u3002<\/p>\n<p style=\"text-align: left;\">Werner \u5728\u90a3\u573a\u6f14\u8bb2\u91cc\u628a\u8fd9\u79cd\u5dee\u8ddd\u79f0\u4f5c\u300cdata divide\u300d\u3002\u6709\u4e9b\u5730\u65b9\u7684\u6570\u636e\u591a\u5230\u9700\u8981\u8ba8\u8bba\u600e\u6837\u5206\u6790\u3002\u6709\u4e9b\u5730\u65b9\uff0c\u4eba\u5f97\u5148\u88ab\u6570\u636e\u770b\u89c1\u3002<\/p>\n<p style=\"text-align: left;\">\u8fd9\u5e76\u4e0d\u662f\u4ed6\u4e3a\u4e86\u8054\u5408\u56fd\u7684\u4e00\u6b21\u6f14\u8bb2\u4e34\u65f6\u627e\u5230\u7684\u9898\u76ee\u3002\u65e9\u5728 2018 \u5e74\uff0cWerner \u5c31\u5f00\u59cb\u628a\u6444\u50cf\u56e2\u961f\u5e26\u5230\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u5ba2\u6237\u771f\u6b63\u5de5\u4f5c\u7684\u5730\u65b9\uff0c\u62cd\u4e86\u4e00\u6863\u53eb\u300aNow Go Build\u300b\u7684\u7eaa\u5f55\u7247\u3002\u4ed6\u60f3\u77e5\u9053\u8fd9\u4e9b\u4eba\u662f\u600e\u6837\u7528\u540c\u4e00\u6279\u6280\u672f\u89e3\u51b3\u519c\u4e1a\u3001\u533b\u7597\u3001\u707e\u5bb3\u3001\u6559\u80b2\u548c\u96be\u6c11\u95ee\u9898\uff0c\u60f3\u53bb\u73b0\u573a\u770b\u770b\u8fd9\u4e9b\u4e8b\u60c5\u7a76\u7adf\u600e\u6837\u53d1\u751f\u3002<\/p>\n<p>\u00a0<\/p>\n<p style=\"text-align: center;\"><img src=\"https:\/\/imgslim.geekpark.net\/uploads\/image\/file\/a5\/26\/a52698e4ef6cd9573992985c97ca216c.png\" height=\"465\"\/><\/p>\n<p>\u00a0<\/p>\n<p style=\"text-align: left;\">\u540e\u6765\u7684 2020 \u5e74\uff0c\u8282\u76ee\u7ec4\u8fd8\u53bb\u4e86\u83f2\u5f8b\u5bbe Guagua\u3002\u955c\u5934\u91cc\u7684 Werner \u4e00\u8eab\u9ed1\u8863\uff0c\u8e29\u7740\u68d5\u8272\u76ae\u9774\uff0c\u5feb\u4e24\u7c73\u7684\u4e2a\u5b50\u8d70\u5728\u4e00\u6761\u72ed\u7a84\u8857\u9053\u4e0a\uff0c\u8eab\u540e\u8ffd\u7740\u5341\u51e0\u4e2a\u7b11\u4e2a\u4e0d\u505c\u7684\u5b69\u5b50\u3002\u51b0\u6dc7\u6dcb\u8f66\u51fa\u73b0\u4ee5\u540e\uff0c\u5b69\u5b50\u4eec\u56f4\u8fc7\u53bb\u62ff\u51b0\u6dc7\u6dcb\uff0c\u4ed6\u5750\u4e0b\u6765\uff0c\u5728\u8def\u8fb9\u4e00\u5f20\u7b80\u5355\u7684\u724c\u684c\u65c1\u548c Humanitarian Open Street Map Team \u7684\u4eba\u804a\u804a\u5f53\u5730\u7684\u706b\u5c71\u3001\u6d2a\u6c34\u548c\u707e\u5bb3\u5730\u56fe\u3002Guagua \u7684\u95ee\u9898\u548c\u6d77\u5730\u6ca1\u6709\u90a3\u4e48\u6781\u7aef\uff0c <span style=\"font-weight: bold;\">\u903b\u8f91\u5374\u9ad8\u5ea6\u76f8\u4f3c\uff1a\u5730\u56fe\u4e0a\u5c11\u4e00\u6761\u8def\u3001\u4e00\u4e2a\u793e\u533a\uff0c\u707e\u96be\u53d1\u751f\u65f6\uff0c\u6551\u63f4\u7cfb\u7edf\u5c31\u5c11\u77e5\u9053\u4e00\u4e9b\u4eba\u5728\u54ea\u91cc\u3002<\/span><\/p>\n<p style=\"text-align: left;\">\u4e8e\u662f\uff0c\u804a\u4e86\u6ca1\u591a\u4e45\uff0cWerner \u5c31\u5f00\u59cb\u671d\u7740\u4ee3\u7801\u7ec6\u8282\u65b9\u5411\u8ffd\u95ee\uff0c\u7136\u540e\u601d\u8003\u6280\u672f\u53ef\u4ee5\u5e2e\u5230\u4ed6\u4eec\u4ec0\u4e48\uff0c\u81ea\u5df1\u4e0e\u56e2\u961f\u53c8\u80fd\u505a\u4e9b\u4ec0\u4e48\u3002\u8fd9\u4e5f\u662f\u300aNow Go Build\u300b\u91cc\u5f88\u5e38\u89c1\u7684\u65f6\u523b\uff0c\u4ed6\u53bb\u62dc\u8bbf\u4e0d\u540c\u7684\u5ba2\u6237\uff0c\u6700\u540e\u603b\u4f1a\u8ffd\u95ee\u6280\u672f\u5230\u5e95\u600e\u6837\u843d\u5730\uff0c\u4ee5\u53ca\u5982\u4f55\u5728\u8fd9\u4e2a\u4e0d\u65ad\u53d8\u5316\u7684\u65f6\u4ee3\u4e2d\uff0c\u5e2e\u5230\u66f4\u591a\u7684\u4eba\u3002<\/p>\n<p style=\"text-align: left;\">\u800c\u8fd9\uff0c\u4e5f\u662f\u4ed6\u540e\u6765\u9000\u51fa re:Invent \u821e\u53f0\uff0c\u4f46\u4ecd\u4f5c\u4e3a\u4e9a\u9a6c\u900a CTO \u65f6\uff0c\u4e00\u76f4\u5728\u575a\u6301\u7684\u4e8b\u60c5\u3002<\/p>\n<p>\u00a0<\/p>\n<p style=\"text-align: center;\"><span style=\"font-weight: bold;\">\u5c3e\u58f0 <\/span><\/p>\n<p>\u00a0<\/p>\n<p style=\"text-align: left;\">\u5176\u5b9e\u5728\u8fdb\u5165\u4e9a\u9a6c\u900a\u4ee5\u524d\uff0cWerner \u6700\u65e9\u5de5\u4f5c\u7684\u5730\u65b9\u4e0d\u662f\u5927\u5b66\uff0c\u4e5f\u4e0d\u662f\u79d1\u6280\u516c\u53f8\uff0c\u800c\u662f\u8377\u5170\u764c\u75c7\u7814\u7a76\u6240\u7684\u653e\u5c04\u79d1\u3002<\/p>\n<p style=\"text-align: left;\">\u90a3\u91cc\u6709\u4e00\u4f4d\u53eb Frank \u7684\u540c\u4e8b\uff0c\u7ecf\u5e38\u8ddf\u4ed6\u8bf4\uff0c\u4ed6\u7684\u80fd\u529b\u4e5f\u8bb8\u66f4\u9002\u5408\u53bb\u505a\u4e00\u79cd\u80fd\u591f <span style=\"font-weight: bold;\">\u300chelp people at scale\u300d <\/span>\u7684\u6280\u672f\u3002<\/p>\n<p style=\"text-align: left;\">\u5f88\u96be\u8bf4\u4e00\u4e2a\u4eba\u540e\u7eed\u56db\u5341\u591a\u5e74\u7684\u4eba\u751f\uff0c\u4f1a\u88ab\u5e74\u8f7b\u65f6\u542c\u5230\u7684\u4e00\u53e5\u8bdd\u63d0\u524d\u5199\u597d\u3002\u4f46\u56de\u5934\u770b\uff0cWerner \u540e\u6765\u786e\u5b9e\u4e00\u76f4\u5728\u548c\u300cscale\u300d\u6253\u4ea4\u9053\uff0c\u53ea\u662f\u8fd9\u4e2a\u8bcd\u6307\u5411\u7684\u4e1c\u897f\u4e0d\u65ad\u53d8\u5316\u3002\u6700\u65e9\u662f\u5728\u5eb7\u5948\u5c14\uff0c\u7814\u7a76\u4e00\u5957\u7cfb\u7edf\u600e\u6837\u5bb9\u7eb3\u66f4\u591a\u673a\u5668\u548c\u6545\u969c\uff1b\u5230\u4e86\u4e9a\u9a6c\u900a\uff0c\u662f\u6570\u636e\u5e93\u600e\u6837\u625b\u4f4f\u8d8a\u6765\u8d8a\u591a\u7684\u8ba2\u5355\uff1b\u518d\u5f80\u540e\uff0cS3\u3001EC2\u3001Lambda 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left;\">\u4e8c\u5341\u591a\u5e74\u524d\uff0c\u4ed6\u7b2c\u4e00\u6b21\u8d70\u8fdb\u4e9a\u9a6c\u900a\uff0c\u5de5\u7a0b\u5e08\u8fd8\u5728\u4e3a\u6570\u636e\u5e93\u5b95\u673a\u3001\u670d\u52a1\u5668\u3001\u5b58\u50a8\u548c\u6269\u5bb9\u8fd9\u4e9b\u6700\u5e95\u5c42\u7684\u95ee\u9898\u5f7b\u591c\u5de5\u4f5c\u3002\u4e8c\u5341\u591a\u5e74\u4ee5\u540e\uff0c\u7ad9\u5728\u4ed6\u4eec\u7684\u80a9\u8180\u4e0a\uff0c\u4e00\u4e2a\u5e74\u8f7b\u5f00\u53d1\u8005\u60f3\u505a\u4e00\u4e2a\u4ea7\u54c1\uff0c\u5df2\u7ecf\u4e0d\u592a\u9700\u8981\u4ece\u91c7\u8d2d\u670d\u52a1\u5668\u3001\u89c4\u5212\u78c1\u76d8\u3001\u642d\u5b58\u50a8\u7cfb\u7edf\u5f00\u59cb\uff1b\u5f88\u591a\u4e8c\u5341\u5e74\u524d\u5fc5\u987b\u7531\u5de5\u7a0b\u56e2\u961f\u4eb2\u81ea\u89e3\u51b3\u7684\u95ee\u9898\uff0c\u5df2\u7ecf\u9000\u8fdb API \u540e\u9762\u3002\u5b83\u4eec\u5e76\u6ca1\u6709\u6d88\u5931\uff0c\u53ea\u662f\u6709\u4eba\u63d0\u524d\u628a\u8fd9\u4e00\u5c42\u505a\u5b8c\u4e86\u3002<\/p>\n<p style=\"text-align: left;\"><span 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