1. A method of accumulating application-level statistics in a storage system that includes a plurality of block storage devices, the method comprising: identifying, from data stored on a block storage device, one or more sub-regions of the data stored on the block storage device that are associated with an application; and compiling, from statistics maintained for each of the one or more sub-regions of the stored data associated with the application, cumulative statistics for the application.