使用多仓库架构扩展 Amazon Redshift.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 1 8Scaling Amazon Redshift with a multi-warehouse architectureNaresh Chainani(He/Him)Director of Engineering,Amazon RedshiftAWSAlex Rabinovich(He/Him)Directo

2、r,Data EngineeringVanguardAnusha Challa(She/Her)Sr Analytics Specialist SAAWS 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AgendaUnderstanding multi-warehouse architecturesHow Amazon Redshift enables multi-warehouse architecturesHow Vanguard scaled using multi-warehouse archite

3、ctureDemoQ&A 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Multi-warehouse architectures overview 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.M U L T I P L E W O R K L O A D S S H A R E C O

4、 M M O N C O M P U T EMonolith#1&ChallengesScalability constraintsWorkload InterferenceResource ContentionStreamingingestionBatch ingestionData scienceExplorative analyticsReports/dashboardsStreamsBatch sourcesBI toolsData APIsData science applicationsAmazon Redshift 2025,Amazon Web Services,Inc.or

5、its affiliates.All rights reserved.H U B A N D S P O K EMulti-warehouseArchitecture#1Complete workload isolationNo interference between workloadsSpin up new endpoints within minutes to onboard new workloadsStreamingingestionBatchingestionData scienceExplorative analyticsReports/dashboardsRedshift Ma

6、naged Storage(RMS)BI toolsData APIsData science applicationsStreamsBatch sources 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.M U L T I W A R E H O U S E F O R M U L T I-T E N A N T W O R K L O A DMulti-warehouseArchitectureComplete tenant isolationSimple chargebacksProvision c