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Multidimensional Bloom Filters

Talkat FOSDEM 2022 · on Sunday, 2022-02-06· at 11:30· D.hpc· [databases]

Overview of implementing multidimensional Bloom filters: explains standard Bloom filters and then concrete strategies for managing multiple Bloom filters (multidimensional Bloom filters). Covers practical uses — multi-column indexing, indexing large document collections, and indexing encrypted data — and presents comparative analysis data to guide when to choose different multidimensional Bloom filter implementations; source code is available under Apache 2 (on GitHub).

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