Selected Java Interview Questions

Aug 21, 2025 · Backend Development

How to Build a Scalable User Online Duration System with Redis and MySQL

This article explains why tracking user online duration matters across IM, e‑learning, gaming, and SaaS platforms, and provides a detailed backend design using a heartbeat‑Redis cache, login/logout logging, and a hybrid approach, complete with data models and Java implementation examples.