{"id":92313,"date":"2024-12-11T17:23:08","date_gmt":"2024-12-11T09:23:08","guid":{"rendered":"https:\/\/www.ioiotimes.com\/?p=92313"},"modified":"2024-12-11T17:23:08","modified_gmt":"2024-12-11T09:23:08","slug":"aws%e6%8e%a8%e5%87%ba%e6%96%b0%e4%b8%80%e4%bb%a3amazon-sagemaker%ef%bc%8c%e7%82%ba%e8%b3%87%e6%96%99%e3%80%81%e5%88%86%e6%9e%90%e5%92%8cai%e6%8f%90%e4%be%9b%e7%b5%b1%e4%b8%80%e5%b9%b3%e5%8f%b0","status":"publish","type":"post","link":"https:\/\/www.ioiotimes.com\/?p=92313","title":{"rendered":"AWS\u63a8\u51fa\u65b0\u4e00\u4ee3Amazon SageMaker\uff0c\u70ba\u8cc7\u6599\u3001\u5206\u6790\u548cAI\u63d0\u4f9b\u7d71\u4e00\u5e73\u53f0"},"content":{"rendered":"\n<p>\u4e9e\u99ac\u905c\uff08Amazon\uff09\u65d7\u4e0b Amazon Web Services\uff08AWS\uff09\u5728 2024 \u5e74 re:Invent \u5168\u7403\u5927\u6703\u4e0a\uff0c\u5ba3\u5e03\u63a8\u51fa\u65b0\u4e00\u4ee3 Amazon SageMaker\uff0c\u5c07\u5ba2\u6236\u6240\u9700\u7684\u5feb\u901f SQL \u5206\u6790\u3001PB 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Lakehouse<\/strong><strong>\u6e1b\u5c11\u8cc7\u6599\u5b64\u5cf6\u4e26\u7d71\u4e00\u8cc7\u6599<\/strong><strong><\/strong><\/h3>\n\n\n\n<p>\u5982\u4eca\uff0c\u8d85\u904e\u4e00\u767e\u842c\u500b\u8cc7\u6599\u6e56\u5efa\u69cb\u5728 Amazon Simple Storage Service\uff08Amazon S3\uff09\u4e0a\uff0c\u4f7f\u5ba2\u6236\u80fd\u5920\u96c6\u4e2d\u8cc7\u6599\u8cc7\u7522\uff0c\u4e26\u900f\u904e AWS \u7684\u5206\u6790\u3001AI \u548c ML \u5de5\u5177\u7372\u53d6\u50f9\u503c\u3002\u8cc7\u6599\u6e56\u4f7f\u5ba2\u6236\u80fd\u5920\u6309\u539f\u6a23\u5132\u5b58\u8cc7\u6599\uff0c\u4e26\u8f15\u9b06\u7d44\u5408\u4f86\u81ea\u591a\u500b\u4f86\u6e90\u7684\u8cc7\u6599\u3002\u5ba2\u6236\u7684\u8cc7\u6599\u53ef\u80fd\u5206\u5e03\u5728\u591a\u500b\u8cc7\u6599\u6e56\u4ee5\u53ca\u8cc7\u6599\u5009\u5132\u4e2d\uff0c\u5ba2\u6236\u5c07\u53d7\u76ca\u65bc\u7528\u4e00\u7a2e\u7c21\u55ae\u7684\u65b9\u6cd5\u7d71\u4e00\u6240\u6709\u8cc7\u6599\u3002<\/p>\n\n\n\n<p>Amazon SageMaker Lakehouse \u53ef\u7d71\u4e00\u4f7f\u7528\u5132\u5b58\u5728 Amazon S3 \u8cc7\u6599\u6e56\u3001Redshift \u8cc7\u6599\u5009\u5132\u548c\u806f\u5408\u8cc7\u6599\u4f86\u6e90\u4e2d\u7684\u8cc7\u6599\uff0c\u5305\u542b\u4e0d\u540c\u7684\u8cc7\u6599\u5132\u5b58\u65b9\u5f0f\u548c\u7269\u7406\u4f4d\u7f6e\uff0c\u6e1b\u5c11\u8cc7\u6599\u5b64\u5cf6\u4e26\u8b93\u67e5\u8a62\u8b8a\u5f97\u66f4\u5bb9\u6613\u3002\u501f\u52a9 Amazon SageMaker \u4e2d\u8207 Apache Iceberg \u76f8\u5bb9\u7684\u5168\u65b0\u8cc7\u6599\u6e56\u529f\u80fd\uff0c\u5ba2\u6236\u53ef\u4ee5\u5f9e Amazon SageMaker Unified Studio\u4e2d\uff0c\u4f7f\u7528\u8207 Apache Iceberg \u958b\u653e\u6a19\u6e96\u76f8\u5bb9\u7684 AI \u548c ML \u5de5\u5177\u4ee5\u53ca\u67e5\u8a62\u5f15\u64ce\uff0c\u4ee5\u4f7f\u7528\u548c\u8655\u7406\u6240\u6709\u8cc7\u6599\u3002\u73fe\u5728\uff0c\u7121\u8ad6\u8cc7\u6599\u7684\u5132\u5b58\u65b9\u5f0f\u548c\u5132\u5b58\u4f4d\u7f6e\uff0c\u5ba2\u6236\u53ef\u4ee5\u4f7f\u7528\u559c\u6b61\u7684\u5206\u6790\u548c ML \u5de5\u5177\u8655\u7406\u8cc7\u6599\uff0c\u4ee5\u652f\u63f4 SQL \u5206\u6790\u3001\u7279\u5b9a\u67e5\u8a62\uff08ad-hoc querying\uff09\u3001\u8cc7\u6599\u79d1\u5b78\u3001ML \u548c\u751f\u6210\u5f0f AI \u7684\u61c9\u7528\u6848\u4f8b\u3002Amazon SageMaker Lakehouse \u63d0\u4f9b\u6574\u5408\u7684\u7cbe\u7d30\u5b58\u53d6\u63a7\u5236\uff0c\u9019\u4e9b\u5b58\u53d6\u63a7\u5236\u4e00\u81f4\u5730\u61c9\u7528\u65bc\u8cc7\u6599\u6e56\u4e2d\u6240\u6709\u5206\u6790\u548c AI \u5de5\u5177\u7684\u8cc7\u6599\uff0c\u5ba2\u6236\u53ea\u9700\u5b9a\u7fa9\u4e00\u6b21\u6b0a\u9650\uff0c\u5373\u53ef\u5728\u6574\u500b\u7d44\u7e54\u4e2d\u5b89\u5168\u5730\u5171\u7528\u8cc7\u6599\u3002<\/p>\n\n\n\n<p>Roche \u662f\u88fd\u85e5\u548c\u8a3a\u65b7\u9818\u57df\u7684\u9818\u5c0e\u8005\uff0c\u81f4\u529b\u65bc\u63a8\u52d5\u79d1\u5b78\u9032\u6b65\u4ee5\u6539\u5584\u4eba\u5011\u7684\u751f\u6d3b\u3002Roche \u5c07\u4f7f\u7528 Amazon SageMaker Lakehouse \u7d71\u4e00\u4f86\u81ea Amazon Redshift \u548c Amazon S3 \u8cc7\u6599\u6e56\u7684\u8cc7\u6599\uff0c\u4ee5\u6d88\u9664\u8cc7\u6599\u5b64\u5cf6\uff0c\u589e\u5f37\u5718\u968a\u4e4b\u9593\u7684\u5408\u4f5c\uff0c\u4e26\u5141\u8a31\u4f7f\u7528\u8005\u7121\u7e2b\u904b\u7528\u8cc7\u6599\uff0c\u7121\u9700\u6602\u8cb4\u7684\u8cc7\u6599\u79fb\u52d5\u6216\u91cd\u8907\u7684\u5b89\u5168\u5b58\u53d6\u63a7\u5236\u3002\u501f\u52a9 Amazon SageMaker Lakehouse\uff0cRoche \u9810\u8a08\u8cc7\u6599\u8655\u7406\u6642\u9593\u5c07\u6e1b\u5c11 40%\uff0c\u9019\u5e6b\u52a9\u4ed6\u5011\u6e1b\u5c11\u8cc7\u6599\u7ba1\u7406\u5de5\u4f5c\uff0c\u80fd\u5c07\u66f4\u591a\u7684\u7cbe\u529b\u7528\u65bc\u63a8\u52d5\u696d\u52d9\u767c\u5c55\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u5168\u65b0\u96f6<\/strong><strong>ETL<\/strong><strong>\u6574\u5408<\/strong><strong>SaaS<\/strong><strong>\u61c9\u7528\u7a0b\u5f0f\uff0c\u53ef\u5feb\u901f\u3001\u8f15\u9b06\u5730\u4f7f\u7528<\/strong><strong>SaaS<\/strong><strong>\u8cc7\u6599<\/strong><strong><\/strong><\/h3>\n\n\n\n<p>\u70ba\u4e86\u5728\u71df\u904b\u4e2d\u771f\u6b63\u904b\u7528\u8cc7\u6599\uff0c\u4f01\u696d\u9700\u8981\u80fd\u7121\u7e2b\u4f7f\u7528\u6240\u6709\u8cc7\u6599\uff0c\u7121\u8ad6\u9019\u4e9b\u8cc7\u6599\u4f4d\u65bc\u4f55\u8655\u3002\u9019\u5c31\u662f AWS \u4e0d\u65b7\u767c\u5c55\u96f6 ETL \u7684\u539f\u56e0\uff0c\u96f6 ETL \u4f7f\u8cc7\u6599\u6574\u5408\u4e0d\u518d\u662f\u7e41\u7463\u7684\u624b\u52d5\u5de5\u4f5c\uff0c\u5ba2\u6236\u53ef\u4ee5\u8f15\u9b06\u5730\u5728\u9700\u8981\u7684\u5730\u65b9\u4f7f\u7528\u8cc7\u6599\u3002Amazon Aurora MySQL \u548c PostgreSQL\u3001Amazon RDS for MySQL \u4ee5\u53ca Amazon DynamoDB \u8207 Amazon Redshift \u7684\u96f6 ETL \u6574\u5408\uff0c\u80fd\u5e6b\u52a9\u5ba2\u6236\u5feb\u901f\u4e14\u8f15\u9b06\u5730\u4f7f\u7528 Amazon Redshift \u548c Amazon SageMaker Lakehouse \u4e2d\u5e38\u7528\u7684\u95dc\u806f\u5f0f\u548c\u975e\u95dc\u806f\u5f0f\u8cc7\u6599\u5eab\u4e2d\u7684\u8cc7\u6599\uff0c\u4e26\u7528\u65bc\u5206\u6790\u548c\u6a5f\u5668\u5b78\u7fd2\u3002\u9664\u4e86\u71df\u904b\u8cc7\u6599\u5eab\u548c\u8cc7\u6599\u6e56\uff0c\u8a31\u591a\u5ba2\u6236\u4e5f\u5c07\u95dc\u9375\u4f01\u696d\u8cc7\u6599\u5132\u5b58\u5728 SaaS \u61c9\u7528\u7a0b\u5f0f\u4e2d\uff0c\u800c\u5ba2\u6236\u5c07\u53d7\u76ca\u65bc\u8f15\u9b06\u4f7f\u7528\u9019\u4e9b\u8cc7\u6599\u9032\u884c\u5206\u6790\u548c\u6a5f\u5668\u5b78\u7fd2\u3002<\/p>\n\n\n\n<p>\u5ba2\u6236\u4f7f\u7528\u8207 SaaS \u61c9\u7528\u7a0b\u5f0f\u6574\u5408\u7684\u5168\u65b0\u96f6 ETL\uff0c\u5c07\u80fd\u8f15\u9b06\u5730\u4f7f\u7528 Amazon SageMaker Lakehouse \u4e2d\u7684 Zendesk \u548c SAP \u7b49\u61c9\u7528\u7a0b\u5f0f\u4ee5\u53ca Amazon Redshift \u4e2d\u7684\u8cc7\u6599\uff0c\u4e26\u7528\u65bc\u5206\u6790\u548cAI\u3002\u9019\u6d88\u9664\u4e86\u8cc7\u6599\u7ba1\u9053\u7684\u9700\u6c42\uff0c\u8cc7\u6599\u7ba1\u9053\u7684\u5efa\u69cb\u672c\u8eab\u5c31\u5177\u6709\u6311\u6230\u6027\u4e14\u6210\u672c\u9ad8\u6602\uff0c\u800c\u4e14\u8cc7\u6599\u7ba1\u9053\u7ba1\u7406\u8907\u96dc\uff0c\u5bb9\u6613\u51fa\u932f\u800c\u8b93\u5ba2\u6236\u7121\u6cd5\u53ca\u6642\u7372\u5f97\u60f3\u8981\u7684\u6d1e\u5bdf\u3002\u6574\u5408 SaaS \u61c9\u7528\u7a0b\u5f0f\u7684\u96f6 ETL \u5305\u542b\u8cc7\u6599\u540c\u6b65\u3001\u6aa2\u6e2c\u589e\u91cf\u66f4\u65b0\u548c\u522a\u9664\u3001\u5408\u4f75\u76ee\u6a19\u7684\u6700\u4f73\u5be6\u8e10\u3002<\/p>\n\n\n\n<p>\u4f86\u81ea\u4e0d\u540c\u7522\u696d\u3001\u5404\u7a2e\u898f\u6a21\u7684\u7d44\u7e54\uff0c\u5305\u62ec Infosys\u3001Intuit \u548c Woolworths\uff0c\u90fd\u5df2\u7d93\u53d7\u76ca\u65bc AWS \u7684\u96f6 ETL \u6574\u5408\uff0c\u7121\u9700\u5efa\u69cb\u548c\u7ba1\u7406\u8cc7\u6599\u7ba1\u9053\uff0c\u5373\u53ef\u5feb\u901f\u4e14\u8f15\u9b06\u5730\u9023\u63a5\u548c\u5206\u6790\u8cc7\u6599\u3002\u4f8b\u5982\uff0c\u900f\u904e\u6574\u5408 SaaS \u61c9\u7528\u7a0b\u5f0f\u7684\u96f6 ETL\uff0c\u7dda\u4e0a\u623f\u5730\u7522\u5e73\u53f0 idealista \u80fd\u7c21\u5316\u8cc7\u6599\u64f7\u53d6\u6d41\u7a0b\uff0c\u7121\u9700\u591a\u500b\u7ba1\u9053\u4f86\u5132\u5b58\u5408\u4f5c\u5ee0\u5546 SaaS \u61c9\u7528\u7a0b\u5f0f\u4e2d\u7684\u8cc7\u6599\uff0c\u4f7f\u8cc7\u6599\u5de5\u7a0b\u5718\u968a\u80fd\u5920\u5c08\u6ce8\u65bc\u5f9e\u8cc7\u6599\u4e2d\u7372\u5f97\u53ef\u57f7\u884c\u7684\u6d1e\u5bdf\uff0c\u800c\u4e0d\u662f\u5efa\u69cb\u548c\u7ba1\u7406\u57fa\u790e\u8a2d\u65bd\u3002<\/p>\n\n\n\n<p>\u65b0\u4e00\u4ee3 Amazon SageMaker \u73fe\u5df2\u53ef\u7528\uff0cAmazon SageMaker Unified Studio 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