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公开(公告)号：US20220222082A1
公开(公告)日：2022-07-14
申请号：US17145023
申请日：2021-01-08
Applicant: Netflix, Inc.
Inventor： Shyamsundar Gopalakrishnan , Amritanshu Thakur , Ashish Gupta , Sailesh Nepal
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.
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公开(公告)号：US12014188B2
公开(公告)日：2024-06-18
申请号：US17145023
申请日：2021-01-08
Applicant: Netflix, Inc.
Inventor： Shyamsundar Gopalakrishnan , Amritanshu Thakur , Ashish Gupta , Sailesh Nepal
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.
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公开(公告)号：US20210240499A1
公开(公告)日：2021-08-05
申请号：US16779265
申请日：2020-01-31
Applicant: Netflix, Inc.
Inventor： Shyamsundar Gopalakrishnan , Chethan Suresh , Maria Bronkie , Ben Johnson , Amritanshu Thakur , Michael Galassi , Christopher Steger , Tom Richards , Sam Pan
Abstract: The disclosed computer-implemented method may include identifying an application, on an electronic device, with a minimum requirement for a resource of the electronic device. The method may also include determining that an available amount of the resource of the electronic device does not meet the minimum requirement of the application. Additionally, the method may include selecting, based on the determination, an alternative user-interface mode of the application with a lower minimum requirement for the resource. Furthermore, the method may include instantiating the alternative user-interface mode of the application. Various other methods, systems, and computer-readable media are also disclosed.
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