Xiaolin Talks Programming

Sep 2, 2026 · Backend Development

Spring Boot Redis Geo: Nearby Stores & Geofencing – Pitfalls, Optimizations & Production Patterns

A hands-on guide to replacing MySQL spatial queries with Redis Geo for nearby-store search and geofencing, covering Spring Boot integration, GeoHash internals, coordinate-system pitfalls, pagination strategies, cluster key design, and real-world performance numbers from a 5,000-store convenience-chain deployment.