在 Amazon SageMaker 中创建您的湖畔别墅建筑蓝图.pdf

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1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.A N T 3 4 6Architectural blueprints for your lakehouse in Amazon SageMakerRavikiran RaoSenior Data Architect,AWSAneesh Chandra PNPrincipal Analytics SA,AWS 2025,Amaz

2、on Web Services,Inc.or its affiliates.All rights reserved.AuroraDynamoDBRDSZenDeskSalesforce PardotSAPFacebook AdsZoho CRMSalesforceServiceNowInstagra AdsGoogle AnalyticsHubspotDATA WAREHOUSEDATA LAKEA P A C H E I C E B E R G O P E N A P IF I N E G R A I N E D A C C E S S C O N T R O LZ E T L I N G

3、E S T I O N,F E D E R A T I O N A N D D A T A S H A R I N G C H O I C E O F A P A C H E I C E B E R G-C O M P A T I B L E D A T A P R O C E S S I N G E N G I N E(S)The lakehouse architecture of Amazon SageMaker33 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Overview of the lake

4、house architecture of Amazon SageMaker3P Apache Iceberg-compatible engine(s)AWS GlueAmazon EMR Amazon RedshiftProcessData SourcesOperational databasesOther data sourcesBusinessapplicationsData WarehousesStreamingIngestAmazon S3 Amazon S3 TablesRedshift Managed Storage(RMS)StorageData LakesOptimized

5、storageFully managed Iceberg TablesAmazon Bedrock Amazon SageMaker Amazon Quick SuiteConsumeUnified StudioGen AI/ML ApplicationsAgentic AI/BI ApplicationsIceberg REST CatalogsZero-ETLCatalog FederationQuery FederationAWS Glue Data CatalogAWS Lake FormationAmazon SageMaker CatalogCatalog&GovernanceUn

6、ified access controlBusiness CatalogTechnical CatalogAWS GlueAmazon EMRAmazon FirehoseAmazon MSFAmazon MSKAmazon Athena ISV solutions 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Lets white board 2025,Amazon Web