Accumulation-based data object processing

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

• for data compression for a plurality of data objects, wherein each data object of the plurality of data objects have a respective fixed data constituent and a respective variable data constituent:
• obtain a historical component group comprising a historical component for at least each variable data constituent in a variable data constituent subset comprising the respective variable data constituents of a first subset of the plurality of data objects, each of the variable data constituents of the variable data constituent subset having an end date in common and an event timing in common;
• obtain a net historical magnitude for the variable data constituent subset based on the historical component group;
• and
• compress a fixed data constituent subset and the variable data constituent subset into a representative data object, the fixed data constituent subset comprising the respective fixed data constituents of a second subset of the plurality of data objects, the representative data object characterized by:
• a set of matched common properties including the end date and the event timing, the net historical magnitude for the variable data constituent subset, and current net magnitudes for the fixed data constituent subset and the variable data constituent subset.

A system for data compression for a plurality of data objects, wherein each data object of the plurality of data objects have a respective fixed data constituent and a respective variable data constituent:

• means for obtaining a historical component group comprising a historical component for at least each variable data constituent in a variable data constituent subset comprising the respective variable data constituents of a first subset of the plurality of data objects, each of the variable data constituents of the variable data constituent subset having an end date in common and an event timing in common;
• means for obtaining a net historical magnitude for the variable data constituent subset based on the historical component group;
• and
• means for compressing a fixed data constituent subset and the variable data constituent subset into a representative data object, the fixed data constituent subset comprising the respective fixed data constituents of a second subset of the plurality of data objects, the representative data object characterized by:
• a set of matched common properties including the end date and the event timing, the net historical magnitude for the variable data constituent subset, and current net magnitudes for the fixed data constituent subset and the variable data constituent subset.