Cache warming pre-loads data before traffic arrives. Cold caches cause latency spikes after deployments or restarts.
Approaches:
Scheduled warming: Load popular keys on startup
Traffic replay: Replay recent access logs
Gradual rollout: Shift traffic slowly to warmed instances
In containerized environments, pods spin up frequently. Without warming, each new pod starts with empty cache and hammers the database. Plan for this in your deployment strategy.