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.

Date of Patent:
Feb. 22, 2022

Filed:

Feb. 27, 2020
Applicant:

Dell Products L.p., Round Rock, TX (US);

Inventors:

Tamilarasan Janakiraman, Tamilnadu, IN;

Sreeram Muthuraman, Kerala, IN;

Balamurugan Gnanasambandam, Pondicherry, IN;

Charu Lata Ojha, Karnataka, IN;

Santosh Kumar Sahu, Gondala, IN;

Vaishnavi Suchindran, Bangalore, IN;

Assignee:

Dell Products, L.P., Round Rock, TX (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 1/32 (2019.01); G06F 1/3246 (2019.01); G06N 20/00 (2019.01); G06F 1/3203 (2019.01);
U.S. Cl.
CPC ...
G06F 1/3246 (2013.01); G06N 20/00 (2019.01); G06F 1/3203 (2013.01);
Abstract

Methods, apparatus, and processor-readable storage media for automated device power conservation using machine learning techniques are provided herein. An example computer-implemented method includes obtaining usage-related data from one or more processing devices; determining at least one usage pattern for the one or more processing devices by processing the obtained usage-related data using one or more machine learning techniques; automatically generating, based at least in part on the at least one determined usage pattern, instructions pertaining to controlling one or more power states of the one or more processing devices; and performing at least one automated action based at least in part on the generated instructions.


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