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：US11636020B2

公开(公告)日：2023-04-25

申请号：US16978110

申请日：2019-03-08

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Renju Chirakarotu Nair ,  Hiren Bharatbhai Gajjar ,  Syama Sudheesh ,  vaisakh Punnekkattu Chirayil Sudheesh Babu ,  Rajib Basu ,  Raju Suresh Dixit

IPC: G06F11/34 ,  G06F3/04817 ,  G06F11/30 ,  G06K9/62

Abstract: Embodiments herein provide an on-device method for enhancing user experience in an electronic device. The method includes monitoring a plurality of parameters associated with an operation of the electronic device. The method includes identifying an anomaly associated with the electronic device based on the plurality of parameters associated with the operation of the electronic device and identifying a class of anomaly to which the anomaly associated with the electronic device belongs using a first on-device model. Further, the method includes presenting at least one question associated with the identified class of anomaly to user of the electronic device using on a second on-device model and receiving at least one user input for the at least one question. Furthermore, the method includes performing at least one action for enhancing the user experience based on the at least one user input for the at least one question.