Optimizing Iceberg Table Layouts at Scale: A Multi-Objective Approach
Optimizing Iceberg Tables: Advanced Data Layout Strategies for Enterprise Data Lakes | Master data layout optimization techniques for managing large-scale Iceberg deployments with 100K+ tables. Learn comprehensive approaches to multi-objective optimization, balancing storage efficiency with query performance through intelligent file management and compaction strategies. This session covers practical implementation of table scoring algorithms, automated optimization workflows, and real-world performance insights from OpenHouse deployment. Includes detailed case studies and benchmarks using LST-bench, demonstrating measurable improvements in query performance and storage efficiency.