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:
Jun. 04, 2019
Filed:
Dec. 19, 2014
Amazon Technologies, Inc., Seattle, WA (US);
Blair Livingstone Hotchkies, Bellevue, WA (US);
Bradley Scott Bowman, Seattle, WA (US);
Paul Christopher Cerda, Snohomish, WA (US);
Min Chong, Kirkland, WA (US);
Anthony T. Chor, Bellevue, WA (US);
Leo Parker Dirac, Seattle, WA (US);
Kevin Andrew Granade, Seattle, WA (US);
Udip Pant, Seattle, WA (US);
Sean Michael Scott, Sammamish, WA (US);
Aman Agarwal, Bellevue, WA (US);
Amazon Technologies, Inc., Seattle, WA (US);
Abstract
Systems and methods for managing content delivery functionalities based on machine learning models are provided. In one aspect, content requests are routed in accordance with clusters of historical content requests to optimize cache performance. In another aspect, content delivery strategies for responding to content requests are determined based on a model trained on data related to historical content requests. The model may also be used to determine above-the-fold configurations for rendering responses to content requests. In some embodiments, portions of the model can be executed on client computing devices.