EP 4029196 A1 20220720 - SYSTEM AND METHOD OF SCENARIO-DRIVEN SMART FILTERING FOR NETWORK MONITORING
Title (en)
SYSTEM AND METHOD OF SCENARIO-DRIVEN SMART FILTERING FOR NETWORK MONITORING
Title (de)
SYSTEM UND VERFAHREN ZUR SZENARIO-GESTEUERTEN INTELLIGENTEN FILTERUNG ZUR NETZWERKÜBERWACHUNG
Title (fr)
SYSTÈME ET PROCÉDÉ DE FILTRAGE INTELLIGENT PILOTÉ PAR SCÉNARIO POUR SURVEILLANCE DE RÉSEAU
Publication
Application
Priority
- US 201962897695 P 20190909
- IB 2020058346 W 20200908
Abstract (en)
[origin: WO2021048742A1] A network node (140) leverages machine learning models and their corresponding model explainers (86) to automatically optimize network monitoring configuration for service assurance. The active services of a user session serve to identify applicable service assurance scenarios. Using a knowledge base representing corresponding machine learning models and their corresponding model explainers, one or more low-level features to be reported are selected. The selected features are those that are determined to have greatest relative importance on service-level performance indicators. The metrics associated with the selected features are then input into the network configuration management system.
IPC 8 full level
G06F 11/30 (2006.01); H04W 24/10 (2009.01)
CPC (source: EP US)
G06F 11/3006 (2013.01 - EP); G06F 11/3409 (2013.01 - EP); G06F 11/3452 (2013.01 - EP); H04L 41/0836 (2013.01 - EP); H04L 41/5009 (2013.01 - EP US); H04L 43/091 (2022.05 - EP); H04W 24/10 (2013.01 - EP); H04L 41/145 (2013.01 - EP); H04L 41/147 (2013.01 - EP US); H04L 41/16 (2013.01 - EP); H04L 43/028 (2013.01 - EP); H04W 24/04 (2013.01 - EP)
Designated contracting state (EPC)
AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR
Designated extension state (EPC)
BA ME
DOCDB simple family (publication)
DOCDB simple family (application)
IB 2020058346 W 20200908; EP 20772111 A 20200908