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Split block Bloom filters

4 Jan 2021arXiv:2101.01719links table onlyarchive 2025-07-28

Jim Apple

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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.

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