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:
Jan. 30, 2018
Filed:
Dec. 17, 2014
Amazon Technologies, Inc., Seattle, WA (US);
Lucia Castellanos, Palo Alto, CA (US);
Sai Vishnu Kiran Bhyravajosyula, Seattle, WA (US);
Amazon Technologies, Inc., Seattle, WA (US);
Abstract
A network resource ('NR') delivery acceleration system predicts web browsing behavior of users based on their frequent navigation habits, the navigation habits of the majority and/or content based prediction. Based on these predictions, the system accelerates the delivery of selected network resources, such as resources on web pages, to user devices in one or more ways, such as by selectively prefetching, caching, preemptively delivering, and/or pre-rendering content items. To determine access probabilities for candidate pages (such as those frequently visited by the user), the NR delivery acceleration system adapts or trains one or more models, such as logistic regression and/or frequency-based models, using individual/personalized browsing histories of users, their content (topic) preferences, and/or aggregated patterns of navigation.