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:
Jan. 31, 2023
Filed:
Dec. 11, 2019
Methods and systems for selecting machine learning models to predict distributed computing resources
Applicant:
Toyota Motor Engineering & Manufacturing North America, Inc., Plano, TX (US);
Inventors:
Dawei Chen, Mountain View, CA (US);
Yin-Chen Liu, Mountain View, CA (US);
BaekGyu Kim, Mountain View, CA (US);
Assignee:
TOYOTA MOTOR ENGINEERING & MANUFACTURING NORTH AMERICA, INC., Plano, TX (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G05D 1/00 (2006.01); B60W 40/105 (2012.01); G06F 9/50 (2006.01); G06K 9/62 (2022.01); G06N 20/00 (2019.01); G06F 11/30 (2006.01); H04L 67/1001 (2022.01);
U.S. Cl.
CPC ...
G05D 1/0088 (2013.01); B60W 40/105 (2013.01); G06F 9/5027 (2013.01); G06F 11/3006 (2013.01); G06K 9/6256 (2013.01); G06N 20/00 (2019.01); H04L 67/1001 (2022.05); G05D 2201/0213 (2013.01);
Abstract
A method includes receiving a request from a vehicle to perform a computing task, selecting a machine learning model from among a plurality of machine learning models based at least in part on the request, and predicting an amount of computing resources needed to perform the computing task using the selected machine learning model.