公开(公告)号：US11301780B2

公开(公告)日：2022-04-12

申请号：US16791111

申请日：2020-02-14

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Sripurna Mutalik ,  Nidhal Kottamoola Ibrahimkutty ,  Naresh Kumar Narasimma Moorthy ,  Manith Shetty ,  Anuradha Kanukotla ,  Jaeho Kim ,  Kwanjin Jung ,  Wonseo Choi

IPC: G06N20/00 ,  G06F3/0482 ,  G06F16/908 ,  G06F11/34

Abstract: A method for machine learning based prediction of at least one subsequent UI layout is provided. The method may include detecting, by the electronic device, a first transition event. Further, the method may include identifying, by the electronic device, a UI layout associated with a first application of the electronic device. Further, the method may include predicting, by the electronic device, the at least one subsequent UI layout to be displayed based on at least one transition parameter, wherein the at least one subsequent UI layout is associated with at least one of the first application or at least one second application. Further, the method may include loading, by the electronic device, the at least one subsequent UI layout in a memory of the electronic device.

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：US20230385134A1

公开(公告)日：2023-11-30

申请号：US18334997

申请日：2023-06-14

Applicant: Samsung Electronics Co., Ltd.

Inventor： Sripurna Mutalik ,  Manith Shetty ,  Anuradha Kanukotla ,  Mayank Gupta ,  Sumeen Agrawal

IPC: G06F9/54 ,  G06F9/451

CPC classification number: G06F9/542 ,  G06F9/451

Abstract: An artificial intelligence (AI) based method to enhance launching of an application at a user equipment (UE) is provided. The method includes monitoring launch of the application on the UE. The method includes determining an event to be executed upon the launch of the application. The method includes categorizing the event into one of a UI updating event and a non-UI updating event. Further, generating an execution flow based on the categorization, wherein the execution flow is indicative of prioritizing the UI updating event for execution before the non-UI updating event such that prioritization prevents a mismatch of the UI components during the launch. The method includes storing the execution flow and executing the stored execution flow during a subsequent launch of the application, such that launching of the at application is enhanced.

公开(公告)号：US12093702B2

公开(公告)日：2024-09-17

申请号：US17880234

申请日：2022-08-03

Applicant: Samsung Electronics Co., Ltd.

Inventor： Naresh Kumar Narasimma Moorthy ,  Dwait Bhatt ,  Anuradha Kanukotla ,  Sripurna Mutalik ,  Prateek Bansal ,  Jaeho Kim ,  Syama Sudheesh ,  Renju Chirakarotu Nair

IPC: G06F9/445 ,  G06N5/022

CPC classification number: G06F9/44521 ,  G06N5/022

Abstract: A method for managing a boost time required for an application launch in an electronic device is provided. The method includes detecting, by the electronic device, a user input to launch the application. Further, the method includes measuring, by the electronic device, real-time system health parameters of the electronic device. Further, the method includes predicting, by the electronic device, an application launch time by inputting the real-time system health parameters to an AI-based application prediction model. Further, the method includes boosting, by the electronic device, at least one hardware of the electronic device based on the predicted application launch time.

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：US11455172B2

公开(公告)日：2022-09-27

申请号：US16635794

申请日：2018-08-16

Applicant: Samsung Electronics Co., Ltd.

Inventor： Atikant Singh ,  Anuradha Kanukotla ,  Hyunjoon Kim ,  Kyungseok Lee ,  Ramalingam Ramamoorthy

IPC: G06F9/4401 ,  G06F9/48

Abstract: Accordingly the embodiments herein provide a method for managing scheduling of services during a boot-up process in an electronic device including a multi-core processor. The method includes determining a plurality of services initiated during the boot-up process of the electronic device. Further, the method includes registering system parameters associated with the electronic device for each one of the determined services. Further, the method includes determining whether the service is critical or non-critical for the boot-up process. Further, the method includes tagging a label data to each one of the determined services, wherein the label data represents whether the service is critical or non-critical. Further, the method includes clustering each of the services into one of an accelerating cluster and a decelerating cluster based on the registered system parameters associated with the electronic device and the tagged label data.

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.