COMMUNICATION NETWORK FIBER OPTIC DATA SERVICE EXPANSION

Abstract: a processing system may obtain network inventory data, development infrastructure information, and user information to train a prediction model to predict precedence metrics for a new fiber optic data service in geographic areas that do not include a current fiber optic data service of the communication network, the prediction model comprising at least one machine learning model. the processing system may then generate a precedence metric of a geographic area that does not include the current fiber optic data service by applying to the prediction model: current network inventory data, current development infrastructure information, and current user information, where an output of the prediction model comprises the at least one precedence metric. in addition, the processing system may perform a network reconfiguration action in the communication network in response to the at least one precedence metric of the geographic area.

Inventor(s): Vahid Tavassoli, Allison Whittaker

CPC Classification: H04W16/18 (Network planning tools)

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