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:
Apr. 07, 2026

Filed:

Oct. 06, 2021
Applicant:

Advanced Micro Devices, Inc., Santa Clara, CA (US);

Inventors:

Max Alt, San Francisco, CA (US);

Paulo Roberto Pereira De Souza Filho, Maringa, BR;

Assignee:

Advanced Micro Devices, Inc., Santa Clara, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 9/50 (2006.01); G06F 11/34 (2006.01); G06F 18/21 (2023.01); G06F 18/214 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 9/5077 (2013.01); G06F 11/3457 (2013.01); G06F 18/2148 (2023.01); G06F 18/217 (2023.01); G06N 20/00 (2019.01);
Abstract

A system and method for benchmarking the performance of computing resources in a distributed computing system is disclosed. The system may comprise a performance database, a training program, and a machine learning engine. The training program may be configured to create a training data set by running a plurality of workloads multiple times on a plurality of different cloud computing systems using a plurality of different configurations. The training data may be stored in the performance database, and the machine learning engine may be configured to use the training data to create a model usable to predict the performance of future jobs on different cloud computing systems and bare metal systems.


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