Distributed caching is typically used in scenarios where data needs to be accessed frequently and quickly. 

This is because the primary benefit of using distributed caching is that it allows for faster access to frequently accessed data, so it is most useful in situations where this type of performance improvement is needed. 

https://medium.com/swlh/what-is-distributed-caching-d2f1750e7e7a