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

Claim 16:
17. A non-transitory computer-readable medium containing instructions executable by at least one processor, the computer-readable medium comprising one or more instructions for:
receiving a function for an analytic event and a constraint, wherein the function includes a summation of different user attributes for a telecommunications network;
generating a training data set, wherein the training data set is generated using offline constrained optimization of the function;
developing a predictive model for utilization of network resources in the telecommunications network using the training data set;
receiving a query for a user that corresponds to the analytic event;
conducting an online prescriptive analysis for the query using the predictive model; and
optimizing allocation of the network resources to the user based on the prescriptive analysis.