公开(公告)号：US12032974B2

公开(公告)日：2024-07-09

申请号：US17144538

申请日：2021-01-08

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Anuradha Kanukotla ,  Sumeen Agrawal ,  Jaeho Kim ,  Kumar Abhisek ,  Pavan Nittur ,  Sripurna Mutalik ,  Wonseo Choi

IPC: G06F9/451 ,  G06F9/50 ,  G06N5/04 ,  G06N20/00

CPC classification number: G06F9/451 ,  G06F9/5016 ,  G06N5/04 ,  G06N20/00

Abstract: Embodiments of the disclosure provide a method for accelerating an asset execution in an electronic device. The method includes: detecting, by the electronic device, a user interface (UI) transition associated with a first application; predicting, by the electronic device, a sequence of at least one asset to be offloaded for a subsequent UI transition based on an asset parameter using a ML model, wherein the subsequent UI transition is associated with the first application or a second application; offloading, by the electronic device, the at least one asset in the sequence; and storing, by the electronic device, the at least one offloaded asset to a memory of the electronic device.

公开(公告)号：US11216330B2

公开(公告)日：2022-01-04

申请号：US16552455

申请日：2019-08-27

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Manjunath Channappagoudar ,  Senthil Kumar Iyyappan ,  Anuradha Kanukotla ,  Kumar Abhisek

IPC: G06F11/07 ,  G06N7/00 ,  G06N20/00

Abstract: Provided are a method and apparatus for controlling an unresponsive state of an electronic device. The method includes: obtaining a plurality of device parameters related to at least one of a hardware module and a software module of the electronic device, and a user usage pattern parameter based on receiving at least one user input to the electronic device; predicting the unresponsive state of the electronic device based on the collected plurality of device parameters and the collected user usage pattern parameter; and avoiding the predicted unresponsive state of the electronic device by applying a policy selected from among a plurality of policies associated with the plurality of the device parameters to a device parameter related to the predicted unresponsive state of the electronic device.

公开(公告)号：US20200065184A1

公开(公告)日：2020-02-27

申请号：US16552455

申请日：2019-08-27

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Manjunath CHANNAPPAGOUDAR ,  Senthil Kumar Iyyappan ,  Anuradha Kanukotla ,  Kumar Abhisek

IPC: G06F11/07 ,  G06N7/00 ,  G06N20/00

Abstract: Provided are a method and apparatus for controlling an unresponsive state of an electronic device. The method includes: obtaining a plurality of device parameters related to at least one of a hardware module and a software module of the electronic device, and a user usage pattern parameter based on receiving at least one user input to the electronic device; predicting the unresponsive state of the electronic device based on the collected plurality of device parameters and the collected user usage pattern parameter; and avoiding the predicted unresponsive state of the electronic device by applying a policy selected from among a plurality of policies associated with the plurality of the device parameters to a device parameter related to the predicted unresponsive state of the electronic device.