公开(公告)号：WO2022150602A1

公开(公告)日：2022-07-14

申请号：PCT/US2022/011636

申请日：2022-01-07

Applicant: NETFLIX, INC.

Inventor： GOPALAKRISHNAN, Shyamsundar ,  THAKUR, Amritanshu ,  GUPTA, Ashish ,  NEPAL, Sailesh

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

Abstract: The disclosed computer-implemented method may include predicting, by a machine learning model, a user action and a timing of the user action for an application on a computing device. The method may also include determining that an expected lag in executing the user action is greater than a predetermined threshold based on one or more resource constraints of the computing device and initializing a setup of the application to reduce the expected lag in executing the user action based on the predicted timing. Furthermore, the method may include prefetching one or more application components in response to initializing the setup of the application and preprocessing at least a portion of a function of the application used to execute the user action. Finally, the method may include executing the user action for the application in response to a user request. Various other methods, systems, and computer-readable media are also disclosed.