US 11,860,723 B2
Systems and methods for parallelizing sequential processing requests using predicted correction data
Sunil Pradhan Sharma, McLean, VA (US); Rajendra Prasad Mokshagundam, McLean, VA (US); and Ravikanth Kompella, McLean, VA (US)
Assigned to Capital One Services, LLC, McLean, VA (US)
Filed by Capital One Services, LLC, McLean, VA (US)
Filed on Dec. 28, 2021, as Appl. No. 17/564,024.
Prior Publication US 2023/0205617 A1, Jun. 29, 2023
Int. Cl. G06F 11/00 (2006.01); G06F 11/07 (2006.01); G06N 20/00 (2019.01); G06F 9/46 (2006.01)
CPC G06F 11/079 (2013.01) [G06F 9/466 (2013.01); G06F 11/0721 (2013.01); G06N 20/00 (2019.01)] 20 Claims
OG exemplary drawing
 
1. One or more non-transitory, computer readable media comprising instructions that, when executed by one or more processors, causes operations comprising:
in response to determining, via a first model, an error in a first processing request of a set of processing requests that are received from a requesting computing system and scheduled to be sent for batch processing validation at a validation computing system, modifying the set of processing requests to include a modified processing request generated via a second model in lieu of including the first processing request, wherein the second model is trained to generate modified processing requests that correct errors in processing requests;
transmitting, in parallel, (i) an approval request for acceptance of the modified processing request to the requesting computing system and (ii) the modified set of processing requests to the validation computing system for batch processing validation before receiving an approval from the requesting computing system indicating that the modified processing request has been accepted; and
in response to receiving the approval from the requesting computing system and receiving a validation result from the validation computing system indicating that the modified processing request is valid, authenticating the modified processing request.