Nicola Sambo | Scuola Superiore Sant'Anna

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Sant'Anna - School of Advanced Studies Pisa

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Publications

Khan, Lareb Zar; Pedro, Joao; Ayoub, Omran; Costa, Nelson; Sgambelluri, Andrea; DE MARINIS, Lorenzo; Napoli, Antonio; Sambo, Nicola

Optimizing Deep Learning-based Failure Management in Optical Networks by Monitoring Relative Neural Activity Open new browser tab

(2024)
Sambo, N.; Sgambelluri, A.; Cossu, G.; Paolucci, F.; Ciaramella, E.

Control of free-space optical links and networks Open new browser tab

(2024)
Khan, Lareb Zar; Pedro, João; Costa, Nelson; Sgambelluri, Andrea; Napoli, Antonio; Sambo, Nicola

Model and Data-centric Machine Learning Algorithms to Address Data Scarcity for Failure Identification Open new browser tab

(2024)
Matera, F.; Salvo, P.; Settembre, M.; Sambo, N.; Cossu, G.; Ciaramella, E.; Rago, A.; Piro, G.; Grieco, L. A.; Morosi, S.

Cross Domain Orchestration and Management of Optical Links in Terrestrial-Non Terrestrial Networks Open new browser tab

(2024)
Khan, Lareb Zar; Freire, Pedro J.; Pedro, Joao; Costa, Nelson; Napoli, Antonio; Sambo, Nicola

Data Augmentation to Reduce Computational Complexity of Neural-Network-Based Soft-Failure Cause Identifier Open new browser tab

(2023)
Khan, L. Z.; Triki, A.; Laye, M.; Sambo, N.

Dealing with High Cardinality of Network Management System Data for Machine-Learning-Based Alarm Classification Open new browser tab

(2023)
Sambo, N.; Zar Khan, L.; Pedro, J.; Costa, N.; De Marinis, L.; Napoli, A.

The potential of data augmentation for failure management in optical networks Open new browser tab

(2023)
Nadimi Goki, P.; Civelli, S.; Parente, E.; Caldelli, R.; Teferi Mulugeta, T.; Sambo, N.; Secondini, M.; Poti, L.

Optical identification using physical unclonable functions Open new browser tab

(2023)
Khan, Lareb Zar; Pedro, Joao; Costa, Nelson; Napoli, Antonio; Sambo, Nicola

Model-Centric versus Data-Centric Machine Learning for Soft-Failure Cause Identification in Optical Networks Open new browser tab

(2023)
Khan, Lareb Zar; Pedro, João; Costa, Nelson; DE MARINIS, Lorenzo; Napoli, Antonio; Sambo, Nicola

Data Augmentation to Improve Performance of Neural Networks for Failure Management in Optical Networks Open new browser tab

(2023)