| 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 | 399 | 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 | 140 | 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 | 106 | 2012 |
| 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 | 92 | 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 | 87 | 2018 |
| 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 | 66 | 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 | 59 | 2014 |
| 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 | 54 | 2019 |
| 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 | 51 | 2019 |
| 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 | 42 | 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 | 39 | 2013 |
| On the energy efficiency of optical transport with time driven switching F Musumeci, F Vismara, V Grkovic, M Tornatore, A Pattavina 2011 IEEE International Conference on Communications (ICC), 1-5, 2011 | 39 | 2011 |
| 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 | 36 | 2019 |
| 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 | 35 | 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 | 34 | 2013 |
| On the energy efficiency of IP-over-WDM networks F Vismara, V Grkovic, F Musumeci, M Tornatore, S Bregni 2010 IEEE Latin-American Conference on Communications, 1-6, 2010 | 34 | 2010 |
| 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 | 30 | 2017 |
| 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 | 29 | 2020 |
| Differentiated quality of protection to improve energy efficiency of survivable optical transport networks J López, Y Ye, V Lopez, F Jimenez, R Duque, F Musumeci, A Pattavina, ... Optical Fiber Communication Conference, OM3A. 1, 2013 | 29 | 2013 |
| Elastic operations in federated datacenters for performance and cost optimization L Velasco, A Asensio, JL Berral, E Bonetto, F Musumeci, V López Computer communications 50, 142-151, 2014 | 28 | 2014 |
Massimo TornatoreProfessor of Communication Networks and Internet, Politecnico di MilanoVerified email at polimi.it
