Ensuring High Availability of Bilibili Live Gift System: Panel, Gift Feeding, and Multi‑Active Architecture
Bilibili guarantees 99.99% availability for its live‑gift ecosystem by pre‑loading panel data, using circuit‑breakers and cached responses, sharding databases, auto‑scaling Kubernetes pods, employing Redis hot‑key caching and distributed rate limiting, handling order timeouts and idempotent MQ processing, and deploying multi‑active cross‑region services with intelligent discovery.