Abstract: A system for data object compression and reduction includes to implement, in accordance with obtained optimization constraint data, an optimization procedure configured to determine an optimal set of adjustments to a set of data objects that maximizes reduction of both a data set aggregate magnitude and a data link composite magnitude for at least one pair of a plurality of data sources, the optimal set of adjustments including an offset of multiple data objects of data objects of same data object type and opposite polarity, and to store data indicative of the optimal set of adjustments to the set of data objects.

Abstract: A system for data object compression and reduction includes a processor, a memory coupled with the processor, and first through fifth logic stored in the memory and executable by the processor to cause the processor to obtain a set of data objects from a plurality of data sources, each data object of the set of data objects specifying a data object type, a size, a polarity, and identification data, to obtain optimization constraint data for each data source of the plurality of data sources, to identify those data objects of the plurality of data objects for which the identification data matches, to implement, in accordance with the obtained optimization constraint data, an optimization procedure configured to determine an optimal set of adjustments to the set of data objects that maximizes reduction of both a data set aggregate magnitude and a data link composite magnitude for at least one pair of the plurality of data sources, the optimal set of adjustments including an offset of multiple data objects of the