How do you design a resilient caching architecture at scale?

A caching architecture uses multi-layer caching with fallback strategies and consistency controls.

Includes local cache (Caffeine), distributed cache (Redis), and database fallback. Cache-aside or write-through patterns ensure consistency. Eviction policies manage memory pressure.