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. 16, 2022

Filed:

Feb. 08, 2021
Applicant:

Exfo Solutions Sas, Saint-Jacques-de-la-Lande, FR;

Inventor:

Fabrice Pelloin, Rennes, FR;

Assignee:

EXFO Solutions SAS, Saint-Jacques-de, FR;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/2458 (2019.01); G06F 16/2457 (2019.01); G06N 20/00 (2019.01); G06F 16/248 (2019.01); G06F 16/242 (2019.01);
U.S. Cl.
CPC ...
G06F 16/2465 (2019.01); G06F 16/243 (2019.01); G06F 16/244 (2019.01); G06F 16/248 (2019.01); G06F 16/24573 (2019.01); G06F 16/24575 (2019.01); G06N 20/00 (2019.01);
Abstract

Systems and methods for detection, characterization, and prediction of real-time events having approximate periodicity include detection of events from raw data that are approximately periodic. The detection includes analyzing raw data to determine approximately periodic chains of events. The raw data can be related to network management systems, financial monitoring systems, medical monitoring, seismic activity monitoring, or any system that performs some management or monitoring of an underlying system or network having time lasting events. The detected approximately periodic events could be characterized and presented in natural language as well as used for prediction of future events via supervised machine learning.


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