Amazon Redshift Serverless AI-driven scaling is now the default for new workgroups
News
This article announces that Amazon Redshift Serverless now makes AI-driven scaling the default for all new workgroups, with expanded support for smaller workloads.
- AI-driven scaling uses machine learning to predict and adjust compute resources automatically
- Eliminates manual tuning and reduces query queuing for better price-performance
- Support expanded to 8–512 RPU range, down from 32–512 RPU, lowering entry costs
- Monitors workload patterns and adjusts resources based on query complexity and data volume
- Price-performance slider lets users prioritize cost, performance, or balance
- Applies automatic optimizations including materialized views and table design
- Available in all AWS Regions where Redshift Serverless operates
AI-driven scaling is now the default for new Redshift Serverless workgroups, making data warehouse optimization more accessible and cost-effective.
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