A method and system for storing data for retrieval by an application running on a computer system including providing a tiered caching system including at least one cache tier and a base tier, storing data in at least one of said at least one cache tier and said base tier based on a policy, and presenting an application view of said data to the application by a means to organize data. The invention optionally provides an additional overflow tier, and preferably includes multiple cache tiers.