Patent ID: 11902269
Assignee: CAPITAL ONE SERVICES, LLC
Field: Digital communication (Electrical engineering)
Classification: CPC H  G | IPC G  H

Claim 0:
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.