| 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 | 661 | 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 | 172 | 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 | 133 | 2018 |
| 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 | 128 | 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 | 125 | 2019 |
| 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 | 125 | 2016 |
| 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 | 110 | 2012 |
| 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 | 76 | 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 | 76 | 2020 |
| 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 | 74 | 2019 |
| 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 | 74 | 2012 |
| 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 | 68 | 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 | 64 | 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 | 57 | 2018 |
| 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 | 48 | 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 | 48 | 2017 |
| 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 | 43 | 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 | 41* | 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 | 39 | 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 | 38 | 2013 |
Massimo TornatoreProfessor of Communication Networks and Internet, Politecnico di MilanoVerified email at polimi.it
