The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Sep. 01, 2020
Filed:
May. 13, 2018
Vigyanlabs Innovations Private Limited, Mysore, IN;
Mousumi Paul, Howrah, IN;
Srivatsa Krishnaswamy, Bangalore, IN;
Vigyanlabs Innovations Private Limited, Mysore, IN;
Abstract
A system and method configured with an electronic device to enable prediction-based power management by providing direct transition to a lower power state such that overall energy consumption is reduced. The system and method includes an idleness information recording module configured to, using a power management agent, non-intrusively observe and record usage and idleness information of the electronic device, a learning module configured to, using a neural network operatively coupled with the power management agent, conduct deep learning of idleness patterns of the electronic device, a prediction module configured to predict future idleness of the electronic device based on the deep learning of the idleness patterns, and a prediction-based lower power state transfer module configured to directly transition the electronic device to lower power state based on the predicted future idleness.