公开(公告)号：US11301780B2

公开(公告)日：2022-04-12

申请号：US16791111

申请日：2020-02-14

申请人： SAMSUNG ELECTRONICS CO., LTD.

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

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

摘要： 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：US12093702B2

公开(公告)日：2024-09-17

申请号：US17880234

申请日：2022-08-03

申请人： Samsung Electronics Co., Ltd.

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

IPC分类号： G06F9/445 ,  G06N5/022

CPC分类号： G06F9/44521 ,  G06N5/022

摘要： 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.