Embodiments of the disclosure provide techniques for creating a compressed mapping structure in a system of resources. For example, a distributed resources system may use delta encoding to store, in memory, numerous entries of dense data structures in the system. In a compressed block of such entries, the distributed resources system encodes the key of each entry as the delta from the key of the previous entry. The content of each entry is encoded similarly. The distributed resources system suppresses the leading zero bits of each resulting field.