Patent ID: 11954177
Assignee: VERIZON PATENT AND LICENSING INC.
Field: Digital communication (Electrical engineering)
Classification: CPC G  H | IPC G  H

Claim 10:
11. One or more network devices, comprising:
a memory storing instructions; and
a processor configured to execute the instructions to:
receive a function for an analytic event and a constraint, wherein the function uses different user attributes for a telecommunications network,
generate a training data set, wherein the training data set is generated using offline constrained optimization of the function,
develop a predictive model for utilization of network resources in the telecommunications network using the training data set,
receive a query for a user that corresponds to the analytic event,
conduct a real-time prescriptive analysis for the query using the predictive model, and
optimize allocation of the network resources to the user based on the prescriptive analysis.