US 11,902,269 B1
Systems and methods for reducing traffic related to network operations
Sunil Pradhan Sharma, Schaumburg, IL (US); Ravikanth Kompella, Aurora, IL (US); and Rajendra Prasad Mokshagundam, Elk Grove Village, IL (US)
Assigned to Capital One Services, LLC, McLean, VA (US)
Filed by Capital One Services, LLC, McLean, VA (US)
Filed on Nov. 4, 2022, as Appl. No. 18/052,889.
Int. Cl. H04L 9/40 (2022.01); H04L 41/16 (2022.01); G06F 30/27 (2020.01)
CPC H04L 63/0807 (2013.01) [G06F 30/27 (2020.01); H04L 41/16 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A token for reducing network traffic related to network operations, comprising:
one or more processors executing computer program instructions that, when executed, cause operations comprising:
receiving, from a client device, information for an operation comprising an authentication instruction for the operation and a value indicative of a priority for the operation;
in response to the value satisfying a predetermined threshold value, obtaining information regarding a plurality of historical operations and corresponding execution results, wherein the information regarding the plurality of historical operations comprises a corresponding authentication instruction and priority value for each historical operation, wherein the plurality of historical operations were executed on a device of a same type as the client device;
training a machine learning model using the information regarding the plurality of historical operations and the corresponding execution results to generate an updated machine learning model;
using the updated machine learning model, processing the information for the operation to predict an execution result for the authentication instruction for the operation; and
in response to the execution result indicating that the authentication instruction will be unsuccessful, transmitting the execution result to the client device to prevent execution of the operation.