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Optimizing Apache Iceberg Tables with Amazon SageMaker Lakehouse Architecture: A Step-by-Step Guide
ByAinvest
Friday, Aug 8, 2025 5:42 pm ET1min read
Amazon SageMaker lakehouse architecture now automates optimization configuration of Apache Iceberg tables on Amazon S3. This feature enables automatic optimization for new Iceberg tables with one-time Data Catalog configuration, compacting small files, removing snapshots, and unreferenced files. This reduces operational burden and improves storage and query performance. The prerequisites for using this feature include an active AWS account, data lake administrator, and IAM role for table optimizations.
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