Automatische Unterdrückung von Nichtaktionsfähigen Alarmen mit Maschinenlernen

Details

Veröffentlichungs-Nr.

EP4149075

Aktenzeichen

EP22193945

Anmeldetag

5. September 2022

Veröffentlichung

17. Juli 2024

Erteilung

17. Juli 2024

Rechtsraum

EP

IPC

H04L41/06H04L41/16

Abstract

Systems and methods (100) include receiving (102) alarms from a network; utilizing (104) a machine learning model to classify the alarms as one of important and non-important; and displaying (106) the important alarms and suppressing display of the non-important alarms. The systems and methods can further include training (108) the machine learning model with historical alarm data that includes features related to an associated device and comments related to how a Network Operations Center (NOC) handles an associated alarm or group of alarms. The training (108) can be via supervised machine learning with the features used as labels or via reinforcement learning with the features used as a reward.

Anmelder

Firma

Ciena Corporation

Land

🇺🇸 USA

Fachgebiete