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.

Date of Patent:
Jan. 31, 2023

Filed:

Jan. 08, 2020
Applicant:

Netflix, Inc., Los Gatos, CA (US);

Inventors:

Ben Hands, Mountain View, CA (US);

Yongjian Kang, Sunnyvale, CA (US);

Assignee:

Netflix, Inc., Los Gatos, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/46 (2006.01); G06F 9/445 (2018.01); G06N 20/00 (2019.01); G06F 9/48 (2006.01); G06F 9/50 (2006.01); G06N 5/04 (2006.01);
U.S. Cl.
CPC ...
G06F 9/44594 (2013.01); G06F 9/485 (2013.01); G06F 9/5005 (2013.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01);
Abstract

The disclosed computer-implemented method may include detecting an application running in a background state on a client device. The method may also include collecting state data about a current state of the client device. Additionally, the method may include determining, by applying a machine learning model to the collected state data, that a likelihood of forcible termination of the application within a predetermined timeframe exceeds a threshold. Furthermore, the method may include reducing a computing resource footprint of the application on the client device to reduce the likelihood of forcible termination of the application. Various other methods, systems, and computer-readable media are also disclosed.


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