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. 23, 2024

Filed:

Jul. 15, 2020
Applicant:

Accenture Global Solutions Limited, Dublin, IE;

Inventors:

Prakash Ghatage, Bangalore, IN;

Nirav Jagdish Sampat, Mumbai, IN;

Kumar Viswanathan, San Jose, CA (US);

Naveen Kumar Thangaraj, Salem, IN;

Sattish Sundarakrishnan, Agasthiar Patti, IN;

Kaustubh Kurhekar, Pune MH, IN;

Richard Stephen Vincent Price, Palatine, IL (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 11/30 (2006.01); G06F 11/32 (2006.01); G06F 18/214 (2023.01); G06F 18/243 (2023.01); G06F 40/30 (2020.01); G06N 5/04 (2023.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 11/3072 (2013.01); G06F 11/327 (2013.01); G06F 18/214 (2023.01); G06F 18/24323 (2023.01); G06F 40/30 (2020.01); G06N 5/04 (2013.01); G06F 2201/86 (2013.01);
Abstract

A device may receive log data from application logs associated with applications, service logs associated with services, and server logs associated with server devices. The device may store the log data. The device may perform natural language processing on the log data to convert the log data into event data identifying events associated with categories. The device may process the event data, with a first machine learning model, to identify patterns in the event data and to generate an alert based on the patterns. The device may process the event data, with a second machine learning model, to generate a correlation matrix for the event data and to predict an event based on the correlation matrix. The device may process the event data, with a third machine learning model, to classify the event data based on the categories and to generate a recommendation based on classifying the event data.


Find Patent Forward Citations

Loading…