The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Sep. 22, 2026
Filed:
May. 29, 2024
Verizon Patent and Licensing Inc., Basking Ridge, NJ (US);
Farid Khafizov, Plano, TX (US);
Sachin Vargantwar, Cumming, GA (US);
Verizon Patent and Licensing Inc., Basking Ridge, NJ (US);
Abstract
A device may receive topology data associated with a plurality of RANs and historical energy consumption data associated with respective radios of the plurality of RANs, and may generate feature data identifying features. The device may process the feature data to generate a trained predictive model, and may receive traffic associated with the plurality of RANs and current energy consumption data associated with the respective radios. The device may create a network data flow graph of the plurality of RANs or the respective radios based on the traffic and the current energy consumption data. The device may process the network data flow graph, with the trained predictive model, to determine energy consumption drops of the respective radios and corresponding KPI degradations of the respective radios. The device may identify a radio with an energy consumption drop above a predefined threshold, and may perform one or more actions for the radio.