StarRocks

Aug 6, 2022 · Databases

How StarRocks Accelerates Low‑Cardinality String Queries with Global Dictionary Optimization

This article explains how StarRocks uses a global dictionary to transform low‑cardinality string columns into integer codes, dramatically improving query performance across scan, filter, aggregation, join, shuffle, and sort phases, and details the construction, maintenance, and practical impact of this optimization.