Lakehouse Research Base

Sep 6, 2026 · Big Data

StarRocks Query Acceleration on Paimon: Production Tuning & Best Practices

This article details production practices for accelerating StarRocks queries on Paimon external tables, covering architecture, table design (partitioning, bucketing, compaction), dirty data handling, catalog configuration, predicate pushdown verification, SQL optimization with partition/bucket pruning, query method selection (direct, async materialized views, hot/cold tiering), and BE-level tuning.