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:
Oct. 01, 2024

Filed:

Jan. 25, 2021
Applicant:

Lenovo (Singapore) Pte. Ltd., New Tech Park, SG;

Inventors:

Saba Shah, Morrisville, NC (US);

Xiaohua Xu, Raleigh, NC (US);

Rod D. Waltermann, Rougemont, NC (US);

Assignee:

Lenovo (Singapore) Pte. Ltd., New Tech Park, SG;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/50 (2006.01); G06F 11/30 (2006.01); G06F 11/34 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 9/5038 (2013.01); G06F 9/5044 (2013.01); G06F 9/505 (2013.01); G06F 11/3409 (2013.01); G06F 11/3433 (2013.01); G06N 20/00 (2019.01); G06F 11/3003 (2013.01); G06F 2209/501 (2013.01); G06F 2209/509 (2013.01);
Abstract

An apparatus includes a processor and a memory that stores code executable by the processor. The code is executable by the processor to receive a request at a first device to execute a machine learning workload for the first device, dynamically determine at least one characteristic of the first device that is related to execution of the machine learning workload, dynamically determine at least one characteristic of a second device that is related to execution of the machine learning workload, and select one of the first and second devices to execute the machine learning workload in response to the at least one characteristic of the selected one of the first and second devices being more suitable for execution of the machine learning workload than another of the first and second devices.


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