Su San Talks Tech

Oct 26, 2026 · Backend Development

JD-hotkey: Real-time Hot Key Detection to Offload Redis in Flash Sales

This article explains how JD-hotkey detects hot keys in milliseconds using a lightweight worker cluster, pushes them to application JVM caches via Caffeine, and reduces Redis read pressure by over 50% during high-concurrency events like flash sales.