公开(公告)号：US20200265337A1

公开(公告)日：2020-08-20

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 ,  G06F11/34 ,  G06F16/908 ,  G06F3/0482

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：US20220308922A1

公开(公告)日：2022-09-29

申请号：US17841053

申请日：2022-06-15

Applicant: Samsung Electronics Co., Ltd.

Inventor： Sripurna MUTALIK ,  Manith SHETTY ,  Anuradha KANUKOTLA ,  Kwanjin JUNG ,  Wonseo CHOI

IPC: G06F9/48 ,  G06F9/50

Abstract: A method for managing application launching in an electronic device is provided. The method includes identifying a plurality of user interaction parameters and a plurality of hardware parameters of the electronic device, identifying, based on the plurality of user interaction parameters and the plurality of hardware parameters, an optimal time to pre-launch an application in a background, identifying at least one next probable application to be launched, pre-launching the at least one next probable application in the background at the optimal time, detecting at least one event to launch the at least one second application in the foreground, and launching the at least one second application in the foreground based on a user input.

公开(公告)号：US20250118241A1

公开(公告)日：2025-04-10

申请号：US18777034

申请日：2024-07-18

Applicant: Samsung Electronics Co., Ltd.

Inventor： Anuradha KANUKOTLA ,  Manith SHETTY ,  Narendra MUTYALA ,  Sethu Mathavan B ,  Vineeth Sai KARETI ,  Praan GARG ,  Sripurna MUTALIK

IPC: G09G3/20

Abstract: A device and methods for predicting and preventing frame drops to achieve a smooth User Interface (UI) experience on an electronic device are provided. The method includes determining, by the electronic device, one or more display frame parameters for displaying each frame, determining, by the electronic device, one or more device operating parameters indicative of a system state of one or more resources in the electronic device, estimating, by the electronic device, a preparation time for rendering each frame on the electronic device using the one or more display frame parameters and the one or more device operating parameters, and adjusting, by the electronic device, the one or more resources in the electronic device to reduce the preparation time, in response to the estimated preparation time indicating occurrence of a frame drop.

公开(公告)号：US20210216335A1

公开(公告)日：2021-07-15

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 ,  G06N20/00 ,  G06N5/04

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：US20230045617A1

公开(公告)日：2023-02-09

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 ,  G06N5/02

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：US20220292627A1

公开(公告)日：2022-09-15

申请号：US17729789

申请日：2022-04-26

Applicant: SAMSUNG ELECTRONICS CO., LTD

Inventor： Sripurna MUTALIK ,  Manith SHETTY ,  Anuradha KANUKOTLA ,  Sumeen AGRAWAL ,  Narendra MUTYALA ,  Naresh Kumar Narasimma MOORTHY ,  Pavan NITTUR ,  Mayank GUPTA ,  Kwanjin JUNG

IPC: G06T1/20 ,  G06F3/0485 ,  G06T1/60 ,  G06F3/14

Abstract: Disclosed is a method for boosting (e.g., improving) graphics performance of an electronic device. The method for boosting graphics performance of an electronic device comprises: determining a context of the electronic device for boosting the graphics performance, determining a current state of the electronic device, determining at least one graphics configuration of hardware components of the electronic device and at least one application of the electronic device based on the context of the electronic device and the current state of the electronic device and generating a virtual display for displaying the at least one application based on the at least one graphics configuration of the hardware components and the at least one application.