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:
Apr. 07, 2026
Filed:
Dec. 15, 2023
Amazon Technologies, Inc., Seattle, WA (US);
Krishnakanth Rapaka, Santa Clara, CA (US);
Tarek Amara, Pleasanton, CA (US);
Ryan Bickhart, San Francisco, CA (US);
John Bowers, Provo, UT (US);
Sunil Gopal Koteyar, Burlington, CA;
Richard Leider, San Francisco, CA (US);
Hassan Heidari Namarvar, Mountain View, CA (US);
Amazon Technologies, Inc., Seattle, WA (US);
Abstract
Techniques and systems for adaptive optimization of clusters for bitrate prediction are disclosed. In some embodiments, such techniques may include extracting, in real-time, features from content segments of a video stream; identifying superclusters representing optimal bitrates for the content segments of the live video stream based on a mapping of the features to superclusters generated by one or more trained machine learning models, the identified superclusters configured to maintain a quality level associated with the content segments; assigning a subcluster between the identified superclusters; and applying bitrates associated with the identified superclusters and the subcluster to the video stream.