US 11,991,245 B1
Compliant and optimized peer data generation
Steven Bruce Oshry, Tarrytown, NY (US); and Alexander Joseph Franz, Purcellville, NY (US)
Filed by MASTERCARD INTERNATIONAL INCORPORATED, Purchase, NY (US)
Filed on Aug. 16, 2023, as Appl. No. 18/450,485.
Int. Cl. H04L 67/1074 (2022.01); G06N 3/08 (2023.01); H04L 41/16 (2022.01); H04N 21/466 (2011.01)
CPC H04L 67/1076 (2013.01) [G06N 3/08 (2013.01); H04L 41/16 (2013.01); H04N 21/4662 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A computer-implemented method to generate compliant and optimized peer data, the method comprising:
determining training data associated with a group of peers and a time period, the group of peers having one or more comparable attributes and the training data comprising one or more metrics;
aggregating the training data associated with each peer of the peer group to determine a share of the metric associated with each peer of the peer group;
determining compliance data based on the aggregated training data, the compliance data being associated with a constraint that limits a weighted contribution of aggregated training data associated with one peer;
applying the constraint of aggregated training data associated with the peer to limit the weighted contribution of aggregated training data associated with the peer to determine compliant peer data;
determining weighted contributions of aggregated training data associated with the remaining peers of the peer group; and
generating and providing the compliant peer data to an application, wherein the compliant peer data is generated based on the limited weighted contribution of aggregated training data associated with the peer and the weighted contributions of aggregated training data associated with the remaining peers of the peer group, and wherein the application is configured to display the compliant peer data.