Distributed Cache Design | System Design Interview | Skill-Lync Resources
Hard System Design Distributed Systems

How would you design a distributed caching system like Memcached or Redis Cluster?

Answer

Architecture: client library for routing, cache nodes, cluster manager. Data distribution: consistent hashing with virtual nodes for balance. Replication: master-slave per partition for durability, async replication for speed. Cluster management: gossip protocol for membership, failure detection, automatic failover. Features: TTL expiration, eviction policies (LRU, LFU), memory management. Consistency: eventual for performance, read-your-writes via routing. Hot keys: local caching, key replication. Scaling: add nodes, automatic rebalancing. Monitor: hit rates, memory usage, latency percentiles.

Master These Concepts with IIT Certification
IIT Certified

Master These Concepts with IIT Certification

175+ hours of industry projects. Get placed at Bosch, Tata Motors, L&T and 500+ companies.

Relevant for Roles

Senior Software Engineer Systems Architect Infrastructure Engineer