Adaptive Learned Bloom Filter (Ada-BF): Efficient Utilization of the Classifier

Zhenwei Dai, Anshumali Shrivastava

Recent work suggests improving the performance of Bloom filter by incorporating a machine learning model as a binary classifier. However, such learned Bloom filter does not take fu…