What are the challenges of distributed caching and how do you handle them?

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Distributed caching allows storing more data and handling more requests by spreading the cache across multiple nodes. This introduces several challenges. The first challenge is sharding, meaning how to distribute data among nodes. Consistent hashing is the standard technique.