Amazon EC2 and static page Caching (Multisite): How to enable Caching with multiple instances?
There are two alternatives store the caching on an NFS “drive” put a caching proxy before your instances and forget about stupid caching plugins. Variation on 2 is to use a CDN like cloudflair to do the caching.