We exploit the intrinsic advantages of a time and frequency domain digital twin to detect degradations and to estimate their severity. Noticeable performance shown for filter failures confirms the usefulness of this approach.The research leading to these results has received funding from the European Community through the MSCA MENTOR (G.A. 956713) and the H2020 B5G-OPEN (G.A. 101016663) projects, the AEI through the IBON (PID2020-114135RB-I00) project, and by the ICREA institutionPeer ReviewedPostprint (author's final draft
In elastic optical networks (EONs), effective soft failure localization is of paramount importance t...
Optical connections support virtual links in MPLS-over-optical multilayer networks and therefore, er...
IEEE Optical connections support virtual links in MPLS-over-optical multilayer networks and therefor...
© 2020 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for a...
A soft-failure localization and key working parameters estimation system is proposed for network dia...
Failure detection is essential in optical networks as a result of the huge amount of traffic that op...
© 2018 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for a...
The deployment of 5G and network slicing has challenged the current network management requirements,...
The performance of optical devices can degrade because of aging and external causes like, for exampl...
We develop and test several machine-learning methods to perform detection and identification of equi...
Huge efforts have been paid lastly to study the application of Machine Learning techniques to optica...
A single failure in a communication network may trigger many alarms. When the communication network ...
© 2019 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for a...
Monitoring the physical layer is key to detect bit error rate (BER) degradation caused by failures a...
In elastic optical networks (EONs), effective soft failure localization is of paramount importance t...
Optical connections support virtual links in MPLS-over-optical multilayer networks and therefore, er...
IEEE Optical connections support virtual links in MPLS-over-optical multilayer networks and therefor...
© 2020 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for a...
A soft-failure localization and key working parameters estimation system is proposed for network dia...
Failure detection is essential in optical networks as a result of the huge amount of traffic that op...
© 2018 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for a...
The deployment of 5G and network slicing has challenged the current network management requirements,...
The performance of optical devices can degrade because of aging and external causes like, for exampl...
We develop and test several machine-learning methods to perform detection and identification of equi...
Huge efforts have been paid lastly to study the application of Machine Learning techniques to optica...
A single failure in a communication network may trigger many alarms. When the communication network ...
© 2019 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for a...
Monitoring the physical layer is key to detect bit error rate (BER) degradation caused by failures a...
In elastic optical networks (EONs), effective soft failure localization is of paramount importance t...
Optical connections support virtual links in MPLS-over-optical multilayer networks and therefore, er...
IEEE Optical connections support virtual links in MPLS-over-optical multilayer networks and therefor...