Francesco Musumeci
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An overview on application of machine learning techniques in optical networks
F Musumeci, C Rottondi, A Nag, I Macaluso, D Zibar, M Ruffini, ...
IEEE Communications Surveys & Tutorials 21 (2), 1383-1408, 2018
Optimal BBU placement for 5G C-RAN deployment over WDM aggregation networks
F Musumeci, C Bellanzon, N Carapellese, M Tornatore, A Pattavina, ...
IEEE Journal of Lightwave Technology 34 (8), 1963 - 1970, 2016
Machine-learning-based soft-failure detection and identification in optical networks
S Shahkarami, F Musumeci, F Cugini, M Tornatore
2018 Optical Fiber Communications Conference and Exposition (OFC), 1-3, 2018
Virtual Network Function Placement For Resilient Service Chain Provisioning
A Hmaity, M Savi, F Musumeci, M Tornatore, A Pattavina
International Workshop on Resilient Networks Design and Modeling (RNDM), 2016
Network traffic prediction based on diffusion convolutional recurrent neural networks
D Andreoletti, S Troia, F Musumeci, S Giordano, G Maier, M Tornatore
IEEE INFOCOM 2019-IEEE Conference on Computer Communications Workshops …, 2019
A tutorial on machine learning for failure management in optical networks
F Musumeci, C Rottondi, G Corani, S Shahkarami, F Cugini, M Tornatore
Journal of Lightwave Technology 37 (16), 4125-4139, 2019
A power consumption analysis for IP-over-WDM core network architectures
F Musumeci, M Tornatore, A Pattavina
Journal of Optical Communications and Networking 4 (2), 108-117, 2012
Traffic and Power-Aware Protection Scheme in Elastic Optical Networks
J López, Y Ye, V López, F Jimenez, R Duque, PM Krummrich, ...
Networks 2012, 2012
Machine learning-based routing and wavelength assignment in software-defined optical networks
I Martín, S Troia, JA Hernández, A Rodríguez, F Musumeci, G Maier, ...
IEEE Transactions on Network and Service Management 16 (3), 871-883, 2019
Machine-learning-enabled ddos attacks detection in p4 programmable networks
F Musumeci, AC Fidanci, F Paolucci, F Cugini, M Tornatore
Journal of Network and Systems Management 30, 1-27, 2022
Machine-learning-assisted DDoS attack detection with P4 language
F Musumeci, V Ionata, F Paolucci, F Cugini, M Tornatore
ICC 2020-2020 IEEE International Conference on Communications (ICC), 1-6, 2020
Protection in optical transport networks with fixed and flexible grid: Cost and energy efficiency evaluation
JL Vizcaíno, Y Ye, V Lopez, F Jiménez, F Musumeci, M Tornatore, ...
Optical Switching and Networking 11, 55-71, 2014
Isolation-aware 5G RAN slice mapping over WDM metro-aggregation networks
H Yu, F Musumeci, J Zhang, M Tornatore, Y Ji
Journal of Lightwave Technology 38 (6), 1125-1137, 2020
Virtual-network-function placement for dynamic service chaining in metro-area networks
L Askari, A Hmaity, F Musumeci, M Tornatore
2018 International Conference on Optical Network Design and Modeling (ONDM …, 2018
Protection strategies for virtual network functions placement and service chains provisioning
A Hmaity, M Savi, F Musumeci, M Tornatore, A Pattavina
Networks 70 (4), 373-387, 2017
Multiplexing gain and processing savings of 5G radio-access-network functional splits
M Shehata, A Elbanna, F Musumeci, M Tornatore
IEEE Transactions on Green Communications and Networking 2 (4), 982-991, 2018
TREND in energy-aware adaptive routing solutions
F Idzikowski, E Bonetto, L Chiaraviglio, A Cianfrani, A Coiro, R Duque, ...
IEEE Communications Magazine 51 (11), 94-104, 2013
DU/CU Placement for C-RAN over Optical Metro-Aggregation Networks
JY H. Yu, J. Zhang, Y. Xiao, F. Musumeci, M. Tornatore
Conference on Optical Network Design and Modelling (ONDM) 2019, 2019
Interdependence between power grids and communication networks: A resilience perspective
L Martins, R Girao-Silva, L Jorge, A Gomes, F Musumeci, J Rak
DRCN 2017-Design of Reliable Communication Networks; 13th International …, 2017
Energy-efficiency of protected IP-over-WDM networks with sleep-mode devices
F Musumeci, M Tornatore, J Lopez Vizcaino, Y Ye, A Pattavina
Journal of High Speed Networks 19 (1), 19-32, 2013
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