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

Claim 0:
1. A method comprising:
receiving, by one or more network devices, a function for an analytic event and a constraint, wherein the function applies different user attributes for a telecommunications network;
generating, by the one or more network devices, a training data set, wherein the training data set is generated using offline constrained optimization of the function;
developing, by the one or more network devices, a predictive model for utilization of network resources in the telecommunications network using the training data set;
receiving, by the one or more network devices, a query for a user that corresponds to the analytic event;
conducting, by the one or more network devices, a real-time prescriptive analysis for the query using the predictive model; and
optimizing by one or more network devices, allocation of the network resources to the user based on the prescriptive analysis.