Server side caching for sharepoint 2013

Use Azure Redis cache. It is from Microsoft.

https://azure.microsoft.com/en-in/services/cache/

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Client should not accept the third party installation. Is there any way to achieve this?

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Have a look at these articles

Distributed Caching using Redis Server

https://www.codeproject.com/Articles/636730/Distributed-Caching-using-Redis

Configure Redis as a shared cache in a load balanced environment

https://matomo.org/faq/how-to/faq_20511/

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