Cache servers can be dedicated to storing objects within certain size ranges such that each cache server is designated to store objects having a size within a particular size range that is different than the size range of objects to which at least one other cache server is designated to store. A memory device includes mappings between identifiers for objects and sizes of the objects. The mappings can be used to select a cache server from which to fetch a particular object to respond to a request for the particular object.