If you're on a Windows platform, I suggest you take a look at "Windows Server AppFabric", and especially the Caching feature. The name is funky, but I think it's exactly what you're looking for, I quote:

A distributed in-memory cache that provides .NET applications with high-speed access, scale, and high availability to application data.