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. 24, 2024
Filed:
Feb. 26, 2021
Applicant:
Hitachi, Ltd., Tokyo, JP;
Inventors:
Jeremy Ostergaard, San Jose, CA (US);
Joydeep Acharya, Milpitas, CA (US);
Assignee:
HITACHI, LTD., Tokyo, JP;
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/20 (2019.01); G06F 8/65 (2018.01); G06F 11/34 (2006.01);
U.S. Cl.
CPC ...
G06N 20/20 (2019.01); G06F 8/65 (2013.01); G06F 11/3428 (2013.01);
Abstract
Example implementations described herein involve systems and methods to substantially simultaneously orchestrate machine learning models over multiple resource constrained control edge devices, so that the overall system is more agile to changes in events and environmental conditions where the models have been deployed. The example implementations described herein involve multiple processes that when executed, determine a list of edge devices to be updated along with the corresponding models based on correlation.