Why Analytics Databases Use Columnar Storage, Compression, and Vectorized Query Execution
Data SystemsAnalytical systems are optimized for scanning huge histories, not serving tiny transactional lookups. That is why warehouses lean on columnar storage, aggressive compression, batched writes, vectorized execution, and precomputed aggregates.





