Split block Bloom filters

2021/01/04 by Jim Apple, Apple, Jim · 1 citation
Computer Science · #Caching and Content Delivery #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Image and Video Quality Assessment #Peer-to-Peer Network Technologies

paper · pdf · doi:10.48550/arxiv.2101.01719

openalex publication_date 2021/01/04 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28

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.

Citations

• Ribbon filter: practically smaller than Bloom and Xor

Cited by

• Optimizing Bloom Filters for Modern GPU Architectures

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