Introduction to Bloomfilters

Bloomfilters are probabilistic data structures for efficient set membership queries. This article derives the false positive probability from first principles, shows how to select the optimal number of hash functions, and examines the mathematical behavior of practical hashing algorithms. It also analyzes the effects of weak hashing on probe distributions and presents methods to mitigate them in…