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:
May. 27, 2025

Filed:

Feb. 25, 2019
Applicant:

Telefonaktiebolaget Lm Ericsson (Publ), Stockholm, SE;

Inventors:

Tor Kvernvik, Täby, SE;

Tony Larsson, Upplands Väsby, SE;

Jaeseong Jeong, Solna, SE;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 41/147 (2022.01); G06N 20/00 (2019.01); H04B 17/318 (2015.01); H04W 24/02 (2009.01); H04W 24/08 (2009.01); H04W 28/06 (2009.01);
U.S. Cl.
CPC ...
H04L 41/147 (2013.01); G06N 20/00 (2019.01); H04B 17/318 (2015.01); H04W 24/02 (2013.01); H04W 24/08 (2013.01); H04W 28/06 (2013.01);
Abstract

A method and system of filtering abnormal network parameter values are described. A network node receives first values of first network parameters that are not trusted by the network node. The network node determines, based on an expected correlation between the first values of the first network parameters and second values of second network parameters, whether the first values of the first network parameters are anomalies. Responsive to determining that the first values of the first network parameters are not anomalies, the network node causes the first values to be used as input to train a network prediction model that is used for optimization of traffic in the network, and responsive to determining that the first values of the first network parameters are anomalies, the network node causes the first values to not be used to train the network prediction model.


Find Patent Forward Citations

Loading…