Abstract: To improve caching techniques, so as to realize greater hit rates within available memory, of the present invention utilizes a entropy signature from the compressed data blocks to supply a bias to pre-fetching operations. The method of the present invention for caching data involves detecting a data I/O request, relative to a data object, and then selecting appropriate I/O to cache, wherein said selecting can occur with or without user input, or with or without application or operating system preknowledge. Such selecting may occur dynamically or manually.