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:
Mar. 11, 2025

Filed:

Sep. 10, 2020
Applicant:

Telefonaktiebolaget Lm Ericsson (Publ), Stockholm, SE;

Inventors:

Premnath Kandhasamy Narayanan, Athlone, IE;

James O'Meara, Athlone, IE;

Paddy Farrell, Athlone, IE;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 43/067 (2022.01); H04L 41/0631 (2022.01); H04L 41/14 (2022.01); H04L 41/147 (2022.01); H04L 43/0817 (2022.01);
U.S. Cl.
CPC ...
H04L 43/067 (2013.01); H04L 41/064 (2013.01); H04L 41/145 (2013.01); H04L 41/147 (2013.01); H04L 43/0817 (2013.01);
Abstract

A method of managing predicting anomalies in operation of a communications network. The method includes receiving network performance data, including network performance data received as time series of values representing monitored characteristics. The method also includes detecting a first anomaly in operation of the communications network and, from historical network performance data, determining if an instance of the first anomaly occurred in the past. If this is a first occurrence of the first anomaly, then based on network performance data received before detecting the first anomaly the method includes building a first model for predicting an instance of the first anomaly and deploying the first model to operate. An apparatus implementing the method is also disclosed.


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