Redis Cluster

Managing Redis Cluster at scale involves complex resharding, partition rebalancing, and data coordination. Online migrations and scaling require careful orchestration and are prone to errors, with automation still requiring multiple manual steps and risk of downtime or data inconsistencies.

Frequently accessed data that isn't distributed across multiple shards becomes a bottleneck, concentrating load on a single node. This defeats horizontal scaling benefits and creates performance ceiling for the application.