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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.:

US 11315044 B1

PDFFull Text
Date of Patent:
Apr. 26, 2022

Filed:

Feb. 08, 2019

Multi dimensional scale analysis using machine learning

Applicant:

Vmware, Inc., Palo Alto, CA (US);

Inventors:

Prashant Ambardekar, Pune, IN;

Darshika Khandelwal, Pune, IN;

Rushikesh Wagh, Pune, IN;

Paryushan Sarsamkar, Pune, IN;

Nikhil Bokare, Pune, IN;

Assignee:

VMware, Inc., Palo Alto, CA (US);

Attorney:

Patterson + Sheridan, LLP

Primary Examiner:

Shane D Woolwine

Int. Cl.
CPC ...
G06N 20/10 (2019.01); G06F 21/60 (2013.01); G06F 9/50 (2006.01); H04L 12/801 (2013.01); H04L 29/06 (2006.01); G06N 5/00 (2006.01); G06N 20/00 (2019.01); H04L 47/127 (2022.01);
U.S. Cl.
CPC ...
G06N 20/10 (2019.01); G06F 9/5077 (2013.01); G06F 21/604 (2013.01); H04L 47/127 (2013.01); H04L 63/104 (2013.01); G06F 9/5083 (2013.01); G06F 2209/5019 (2013.01); G06N 5/003 (2013.01); G06N 20/00 (2019.01);
Abstract

The disclosure provides an approach for collecting system state data relating to whether certain system states overload a processor assigned to a controller of the system. The approach further involves using the collected data to train a regression machine learning algorithm to predict whether indented or desired system states will result in processor overload. Depending on the prediction, the approach takes one of several steps to efficiently change system state.

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Ambardekar, Prashant. (2022). Multi dimensional scale analysis using machine learning (U.S. Patent No. 11315044). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11315044

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