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:
Jul. 14, 2026
Filed:
Jul. 23, 2024
Verizon Patent and Licensing Inc., Basking Ridge, NJ (US);
Khurram Abbas, Novi, MI (US);
Krzysztof Pawlikowski, Farmington, CT (US);
Verizon Patent and Licensing Inc., Basking Ridge, NJ (US);
Abstract
Disclosed are systems and methods that provide a computerized framework for network traffic shaping and optimization using a novel, trained machine learning (ML) algorithm. The disclosure provides for the designed framework to enhance the efficiency and quality of data transmission over a network by dynamically determining the appropriate delivery method—streaming or downloading—for various types of content. The disclosed framework can execute a trained ML algorithm that analyzes real-time network conditions and content characteristics, and the like, to make such determinations as to how to deliver content to users, for which content is then provided to requesting content provider applications executing on user devices.