Split block Bloom filters

Abstract

This short note describes a Bloom filter variant that takes advantage of modern SIMD instructions to increase speed by 30%-450%. This filter, the split block Bloom filter, is used by StarRocks, Apache Impala, Apache Kudu, Apache Parquet, Apache Arrow, Apache Drill, and Alibaba Cloud's Hologres.

3 pages, 1 figure

References in corpus (1)

• Ribbon filter: practically smaller than Bloom and Xor