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:
Mar. 21, 2023
Filed:
Dec. 07, 2018
Applicant:
Intel Corporation, Santa Clara, CA (US);
Inventors:
Samantha Alt, Portland, OR (US);
Derssie Mebratu, Hillsboro, OR (US);
Nishi Ahuja, Portland, OR (US);
Assignee:
Intel Corporation, Santa Clara, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 11/00 (2006.01); G06F 11/07 (2006.01); G06F 11/34 (2006.01); G06F 11/30 (2006.01);
U.S. Cl.
CPC ...
G06F 11/079 (2013.01); G06F 11/0751 (2013.01); G06F 11/3037 (2013.01); G06F 11/3058 (2013.01); G06F 11/3433 (2013.01);
Abstract
Technologies for predicting computer hardware performance with machine learning are disclosed. Analysis of telemetry data through machine learning and statistical modeling is used to determine whether various components of a compute device such as a fan or memory are failing or are otherwise potentially impacting performance of the compute device. For example, machine-learning-based algorithms may be used to determine an impact of a latency of memory accesses may have on time to execute workloads.