You could use MongoDB to store large objects, or use and object store like Amazon's S3, RiakCS, or if you're deploying CloudFoundry yourself, then CloudFoundry's filesystem service or vBlob store.
One of CloudFoundry's operating principles is that data must be persisted within a service. The filesystem within which an app runs is ephemeral, and can be reset at any time.
Hope that helps,