How would you design a distributed caching layer for a high-traffic application, and what cache invalidation strategies would you use?

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A distributed caching layer is essential for high-traffic applications that need to serve requests quickly while protecting backend databases from excessive load. Designing it well requires understanding cache topology, data partitioning, invalidation strategies, and failure…