Cascaded Learned Bloom Filter for Optimizing Model-Filter Size Balance and Fast Rejection

Atsuki Sato, Yusuke Matsui

Recent studies have demonstrated that learned Bloom filters (LBFs), which combine machine learning with the classical Bloom filter, can achieve superior memory efficiency. However,…