US 12,443,501 B2
System and method for analyzing operational parameters of electronic and software components associated with entity applications to detect anomalies
Maharaj Mukherjee, Poughkeepsie, NY (US); Carl M. Benda, Kannapolis, NC (US); Suman Roy Choudhury, Berkeley Heights, NJ (US); Colin Murphy, Charlotte, NC (US); Elvis Nyamwange, Little Elm, TX (US); Utkarsh Raj, Charlotte, NC (US); and Vidya Srikanth, Sunnyvale, CA (US)
Assigned to BANK OF AMERICA CORPORATION, Charlotte, NC (US)
Filed by BANK OF AMERICA CORPORATION, Charlotte, NC (US)
Filed on Nov. 29, 2023, as Appl. No. 18/523,317.
Claims priority of provisional application 63/428,995, filed on Nov. 30, 2022.
Prior Publication US 2024/0176718 A1, May 30, 2024
Int. Cl. H04L 12/24 (2006.01); G06F 11/30 (2006.01); G06F 11/34 (2006.01); H04L 41/0803 (2022.01)
CPC G06F 11/302 (2013.01) [G06F 11/3452 (2013.01)] 17 Claims
OG exemplary drawing
 
1. A system for analyzing operational parameters of electronic and software components associated with entity applications to detect anomalies, the system comprising:
at least one network communication interface;
at least one non-transitory storage device; and
at least one processing device coupled to the at least one non-transitory storage device and the at least one network communication interface, wherein the at least one processing device is configured to:
extract a plurality of historical images associated with resiliency status of electronic and software components associated with an entity application, wherein the plurality of historical images comprise historical heat map data associated with the resiliency status of the electronic and software components;
analyze the plurality of historical images to generate a pixel wise average image representing the historical heat map data in the plurality of historical images;
generate similarity scores between the plurality of historical images and the pixel wise average image;
determine a distribution of the similarity scores;
receive a real-time image associated with a current resiliency status of the electronic and software components associated with the entity application, wherein the real-time image comprises real-time heat map data associated with the current resiliency status of the electronic and software components;
determine presence of an anomaly based on the real-time heat map data in the real-time image, wherein determining the anomaly comprises:
generating a real-time image similarity score for the real-time image comprising the real-time heat map data; and
comparing the real-time image similarity score with the distribution to detect presence of the anomaly.