English

Optimizing Learned Bloom Filters by Sandwiching

Data Structures and Algorithms 2018-03-06 v1

Abstract

We provide a simple method for improving the performance of the recently introduced learned Bloom filters, by showing that they perform better when the learned function is sandwiched between two Bloom filters.

Cite

@article{arxiv.1803.01474,
  title  = {Optimizing Learned Bloom Filters by Sandwiching},
  author = {Michael Mitzenmacher},
  journal= {arXiv preprint arXiv:1803.01474},
  year   = {2018}
}

Comments

Short note. Related to arXiv:1802.00884 ; will probably combine them into a larger submission at some point in the future

R2 v1 2026-06-23T00:41:50.679Z