Lobster Programming

Jul 14, 2025 · Backend Development

Scaling Username Availability Checks with Bloom Filters and Redis

This article explains how to efficiently verify whether a user nickname is already registered on high‑traffic websites by combining Bloom filters with Redis caching, reducing database load and improving concurrency handling.