公开(公告)号：US11567784B2

公开(公告)日：2023-01-31

申请号：US16737690

申请日：2020-01-08

Applicant: Netflix, Inc.

Inventor： Ben Hands ,  Yongjian Kang

IPC: G06F9/46 ,  G06F9/445 ,  G06N20/00 ,  G06F9/48 ,  G06F9/50 ,  G06N5/04

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.

公开(公告)号：USD968431S1

公开(公告)日：2022-11-01

申请号：US29773027

申请日：2021-03-05

Applicant: Netflix, Inc.

Designer： Cameron Johnson ,  David Aragon ,  Jeremey Fleischer ,  Ben Johnson ,  Mariam Braimah ,  Ben Hands ,  Emmanuel Boudrant

公开(公告)号：US20210208906A1

公开(公告)日：2021-07-08

申请号：US16737690

申请日：2020-01-08

Applicant: Netflix, Inc.

Inventor： Ben Hands ,  Yongjian Kang

IPC: G06F9/445 ,  G06F9/48 ,  G06F9/50 ,  G06N20/00 ,  G06N5/04

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.