Follow
Sebastian Troia
Title
Cited by
Cited by
Year
Matheuristic with machine-learning-based prediction for software-defined mobile metro-core networks
R Alvizu, S Troia, G Maier, A Pattavina
Journal of Optical Communications and Networking 9 (9), D19-D30, 2017
662017
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
502019
Deep learning-based traffic prediction for network optimization
S Troia, R Alvizu, Y Zhou, G Maier, A Pattavina
2018 20th International Conference on Transparent Optical Networks (ICTON), 1-4, 2018
352018
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
342019
Machine-learning-assisted routing in SDN-based optical networks
S Troia, A Rodriguez, I Martín, JA Hernández, OG De Dios, R Alvizu, ...
2018 European Conference on Optical Communication (ECOC), 1-3, 2018
252018
Identification of tidal-traffic patterns in metro-area mobile networks via matrix factorization based model
S Troia, G Sheng, R Alvizu, GA Maier, A Pattavina
2017 IEEE International Conference on Pervasive Computing and Communications …, 2017
242017
Reinforcement learning for service function chain reconfiguration in NFV-SDN metro-core optical networks
S Troia, R Alvizu, G Maier
IEEE Access 7, 167944-167957, 2019
232019
On deep reinforcement learning for traffic engineering in sd-wan
S Troia, F Sapienza, L Varé, G Maier
IEEE Journal on Selected Areas in Communications 39 (7), 2198-2212, 2020
152020
SD-WAN: an open-source implementation for enterprise networking services
S Troia, LMM Zorello, AJ Maralit, G Maier
2020 22nd International Conference on Transparent Optical Networks (ICTON), 1-4, 2020
142020
Traffic-profile and machine learning based regional data center design and operation for 5G network
U Paul, J Liu, S Troia, O Falowo, G Maier
Journal of Communications and Networks 21 (6), 569-583, 2019
142019
Is machine learning suitable for solving RWA problems in optical networks?
I Martín, JA Hernández, S Troia, F Musumeci, G Maier, OG de Dios
2018 European Conference on Optical Communication (ECOC), 1-3, 2018
132018
Machine learning-assisted planning and provisioning for SDN/NFV-enabled metropolitan networks
S Troia, DE Martinez, I Martín, LMM Zorello, G Maier, JA Hernández, ...
2019 European Conference on Networks and Communications (EuCNC), 438-442, 2019
112019
Machine-learning-based prediction and optimization of mobile metro-core networks
R Alvizu, S Troia, G Maier, A Pattavina
2018 IEEE Photonics Society Summer Topical Meeting Series (SUM), 155-156, 2018
92018
Dynamic programming of network slices in software-defined metro-core optical networks
S Troia, A Cibari, R Alvizu, G Maier
Optical Switching and Networking 36, 100551, 2020
82020
Network orchestration for dynamic network slicing for fixed and mobile vertical services
R Alvizu, S Troia, G Maier, A Pattavina
Optical Fiber Communication Conference, Tu3D. 15, 2018
82018
SDN-based network orchestration for new dynamic Enterprise Networking services
R Alvizu, G Maier, S Troia, A Pattavina
2017 19th International Conference on Transparent Optical Networks (ICTON), 1-4, 2017
72017
Power-aware optimization of baseband-function placement in cloud radio access networks
LMM Zorello, S Troia, M Quagliotti, G Maier
2020 International Conference on Optical Network Design and Modeling (ONDM), 1-6, 2020
62020
SENATUS: an experimental SDN/NFV orchestrator
S Troia, A Rodriguez, R Alvizu, G Maier
2018 IEEE Conference on Network Function Virtualization and Software Defined …, 2018
62018
Resiliency in SD-WAN with eBPF monitoring: municipal network and video streaming use cases
S Troia, M Mazzara, LMM Zorello, A Pattavina
2021 17th International Conference on the Design of Reliable Communication …, 2021
32021
Machine Learning-based traffic prediction and pattern extraction for dynamic optical routing in SDN mobile metro networks
S Troia
Italy, 2016
32016
The system can't perform the operation now. Try again later.
Articles 1–20