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:
Apr. 04, 2023
Filed:
Jan. 08, 2020
Applicant:
International Business Machines Corporation, Armonk, NY (US);
Inventors:
Augusto Vega, Mount Vernon, NY (US);
Alper Buyuktosunoglu, White Plains, NY (US);
Pradip Bose, Yorktown Heights, NY (US);
Assignee:
INTERNATIONAL BUSINESS MACHINES CORPORATION, Armonk, NY (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 11/34 (2006.01); G06N 20/00 (2019.01); G06N 5/04 (2023.01); H04L 67/289 (2022.01); G06F 9/50 (2006.01);
U.S. Cl.
CPC ...
G06F 11/3433 (2013.01); G06F 9/5088 (2013.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); H04L 67/289 (2013.01);
Abstract
Various embodiments are provided for load balancing of machine learning operations in a computing environment by a processor. One or more machine learning operations performing inference or training operations may by dynamically balanced between one or more edge computing devices in a wireless communication network and a cloud computing system for increasing performance of a selected metric.