[Multisite] Cache Storage For Each Blog (Critical)

I found out that all the blogs under the multisite network shares the same cache directory. So when one blog does clear the cache then all blogs will also clear the cache.

Is it possible to have each blog have their own cache directory so this will not happen?

Thank you.

https://www.ads-software.com/extend/plugins/db-cache-reloaded-fix/