Bloom Filters Explained: The Probabilistic Data Structure Powering Instagram, Google, and High-Scale Systems

Instagram has over 500 million registered usernames. When a new user tries to register, the platform needs to answer one question almost instantly: has this username already been taken? The naïve answ