Data Materialization: Strategies, Trade-offs and Best Practices

Learn about data materialization strategies in this 26-minute conference talk from OSACon that explores how to optimize OLAP workloads through specialized derived tables and materialized views. Discover the implementation methods across different database systems, including built-in features and third-party processors, while understanding the critical trade-offs between performance gains and increased complexity. Master the nuances of managing materialization costs, addressing data consistency challenges, and determining the optimal scenarios for implementing materialization in your data infrastructure. Explore various systems' approaches to materialization and gain practical insights into balancing performance improvements against storage costs and system complexity.