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. 26, 2022

Filed:

Oct. 24, 2019
Applicant:

Emc Ip Holding Company Llc, Hopkinton, MA (US);

Inventor:

Mohammad Rafey, Bangalore, IN;

Assignee:

EMC IP Holding Company LLC, Hopkinton, MA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 11/00 (2006.01); G06F 11/22 (2006.01); G06F 11/30 (2006.01); G06N 20/00 (2019.01); G06F 11/34 (2006.01); G06N 5/04 (2006.01);
U.S. Cl.
CPC ...
G06F 11/2257 (2013.01); G06F 11/302 (2013.01); G06F 11/3006 (2013.01); G06F 11/3495 (2013.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01);
Abstract

A method includes detecting an error that has occurred in one or more assets of an enterprise system and generating a visual error signature of the detected error, the visual error signature comprising at least a portion of a graph-based visualization of operation of the assets. The method also includes providing the generated visual error signature for the detected error as input to a machine learning model and utilizing the machine learning model to classify the visual error signature for the detected error as belonging to at least a given one of a plurality of error classes, the machine learning model being trained using historical visual error signatures for previously-detected errors. The method further includes identifying at least one action taken to remediate each of one or more previously-detected errors of the given error class and remediating the detected error utilizing one or more of the identified actions.


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