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:
Sep. 08, 2020

Filed:

Sep. 13, 2018
Applicant:

Accenture Global Solutions Limited, Dublin, IE;

Inventors:

Janardan Misra, Bangalore, IN;

Divya Rawat, Dehradun, IN;

Shubhashis Sengupta, Bangalore, IN;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 11/00 (2006.01); H04L 12/24 (2006.01); G06F 11/36 (2006.01); G06F 11/34 (2006.01); G06N 20/00 (2019.01); G06F 16/901 (2019.01); H04L 12/26 (2006.01);
U.S. Cl.
CPC ...
H04L 41/0636 (2013.01); G06F 11/3476 (2013.01); G06F 11/3684 (2013.01); G06F 16/9024 (2019.01); G06N 20/00 (2019.01); H04L 41/145 (2013.01); H04L 41/16 (2013.01); H04L 41/5074 (2013.01); H04L 41/0645 (2013.01); H04L 43/50 (2013.01);
Abstract

In some examples, learning based incident or defect resolution, and test generation may include ascertaining historical log data that includes incident or defect log data associated with operation of a process, and generating, based on the historical log data, step action graphs. Based on grouping of the step action graphs with respect to different incident and defect tickets, an incident and defect action graph may be generated to further generate a machine learning model. Based on an analysis of the machine learning model with respect to a new incident or defect, an output that includes a sequence of actions may be generated to reproduce, for the new incident, steps that result in the new incident, reproduce, for the new defect, an error that results in the new defect, identify a root cause of the new incident or defect, and/or resolve the new incident or defect.


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