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:
Aug. 22, 2023

Filed:

Jan. 27, 2021
Applicant:

Pure Storage, Inc., Mountain View, CA (US);

Inventors:

Christopher Golden, Emerald Hills, CA (US);

Emily Watkins, Mountain View, CA (US);

Assignee:

Pure Storage, Inc., Santa Clara, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 11/07 (2006.01); G06N 3/088 (2023.01); G06F 11/34 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 11/079 (2013.01); G06F 11/0709 (2013.01); G06F 11/0793 (2013.01); G06F 11/3409 (2013.01); G06F 11/3476 (2013.01); G06N 3/088 (2013.01); G06N 20/00 (2019.01); G06F 2201/81 (2013.01); G06F 2201/86 (2013.01);
Abstract

An illustrative method includes identifying, based on an output of a machine learning model that receives data associated with an operation of a hardware component as an input, an anomaly in the data, determining that the anomaly is representative of an issue associated with the hardware component, and performing, based on the determining that the anomaly is representative of the issue associated with the hardware component, a remedial action that affects a performance of the operation of the hardware component.


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