Data object compression and reduction

Non-transitory machine-readable media configured to store instructions for data compression thereon, the instructions, when executed, configured to cause a processor to:

• obtain a set of data objects for a plurality of currency exchange transactions, where for each of the plurality of currency exchange transactions the set of data objects specify:
• two data sources as a party and a counterparty;
• a type that indicates a base currency and counter currency;
• transaction size data;
• and
• a transaction polarity;
• obtain constraint data based on configuration files for each data object;
• identify a subset of data objects from among the set of data objects with associated with a particular source;
• and
• reduce, based on the constraint data and via operation on the subset of data objects, a sum over the transaction size data for the set of data objects via an optimization procedure configured to determine an optimal set of adjustments to the set of data objects, the optimal set of adjustments comprising an offset to the subset of data objects that eliminates at least one object of the subset of data objects without information loss.

A system for data compression including:

• means for obtaining a set of data objects for a plurality of currency exchange transactions, where for each of the plurality of currency exchange transactions the set of data objects specify:
• two data sources as a party and a counterparty;
• a type that indicates a base currency and counter currency;
• transaction size data;
• and
• a transaction polarity;
• means for obtaining constraint data based on configuration files for each data object;
• means for identifying a subset of data objects from among the set of data objects with associated with a particular source;
• and
• means for reducing, based on the constraint data and via operation on the subset of data objects, a sum over the transaction size data for the set of data objects via an optimization procedure configured to determine an optimal set of adjustments to the set of data objects, the optimal set of adjustments comprising an offset to the subset of data objects that eliminates at least one object of the subset of data objects without information loss.