公开(公告)号：US11829778B2

公开(公告)日：2023-11-28

申请号：US17339859

申请日：2021-06-04

Applicant: Samsung Electronics Co., Ltd.

Inventor： Saurabh Pareek ,  Pioush Kumar ,  Ved Gangwar ,  Gaurav Yadav

IPC: G06F9/445 ,  G06F9/54 ,  G06N5/04 ,  H04B1/3827

CPC classification number: G06F9/44505 ,  G06F9/54 ,  G06N5/04 ,  H04B1/3827

Abstract: Embodiments herein disclose a method for enhancing a performance of an electronic device. The method includes detecting a plurality of hardware features of the electronic device. Further, the method includes learning a usage pattern of each of the hardware features of the electronic device over a period of time using a machine learning model. Further, the method includes predicting at least one of a remaining usage time of a battery of the electronic device and at least one application to be launched by a user of the electronic device based on the usage pattern of each of the hardware features. Further, the method includes enhancing the performance of the electronic device based on at least one of the predicted remaining usage time of the battery and the at least one predicted application to be launched by the user.