Data set compression within a database system

A computer readable memory device comprises:

• a first memory section that stores operational instructions that, when executed by a host computing device of a storage cluster of computing devices, causes the host computing device to:
• receive a segment group of data,
• process the segment group of data to produce a plurality of data segments;
• and
• send the plurality of data segments to the computing devices of the storage cluster, wherein a first computing device of the computing devices is sent a first data segment of the plurality of data segments;
• a second memory section that stores operational instructions that, when executed by a host node of the first computing device, causes the host node to:
• receive the first data segment;
• and
• allocate a plurality of data segment divisions of the first data segment to a plurality of nodes of the first computing device, wherein a first node of the plurality of nodes is allocated a first data segment division of the plurality of data segment divisions;
• a third memory section that stores operational instructions that, when executed by a host processing core resource of the first node, causes the host processing core resource to:
• receive the first data segment division;
• and
• allocate a plurality of data segment sub-divisions of the first data segment division to a plurality of processing core resources of the first node, wherein a first processing core resource of the plurality of processing core resources is allocated a first data segment sub-division of the plurality of data segment sub-divisions;
• and
• a fourth memory section that stores operational instructions that, when executed by the plurality of processing core resources of the first node, causes the first computing device to:
• store the first data segment having the plurality of data segment divisions and the first data segment division having the plurality of data segment sub-divisions.