Sebastian Troia
Sebastian Troia
Dipartimento di Elettronica Informazione e Bioingegneria (DEIB), Politecnico di Milano
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Cited by
Cited by
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
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
Pervasive Computing and Communications Workshops (PerCom Workshops), 2017 …, 2017
Machine-Learning-Assisted Routing in SDN-based Optical Networks
S Troia, A Rodriguez, I Martın, JA Hernández, OG de Dios, R Alvizu, ...
European Conference on Optical Communication, 3, 2018
Deep Learning-based Traffic Prediction for Network Optimization
S Troia, R Alvizu, Y Zhou, G Maier, A Pattavina
International Conference on Transparent Optical Networks, 1-4, 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
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
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
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-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
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
SENATUS: an experimental SDN/NFV Orchestrator
S Troia, A Rodriguez, R Alvizu, G Maier
Proceedings of the IEEE NFV-SDN, 2018
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
Machine learning-based traffic prediction and pattern extraction for dynamic optical routing in SDN mobile metro networks
S Troia
Italy, 2016
Reinforcement Learning for Service Function Chain Reconfiguration in NFV-SDN Metro-Core Optical Networks
S Troia, A Rodolfo, GA Maier
IEEE Access 7 (1), 1-15, 2019
Dynamic Programming of Network Slices in Software-Defined Metro-Core Optical Networks
S Troia, A Cibari, R Alvizu, G Maier
Optical Switching and Networking (OSN), 2019
Enabling multipath optical routing with hybrid differential delay compensation
R Alvizu, V Soto, S Troia, G Maier
2018 20th International Conference on Transparent Optical Networks (ICTON), 1-4, 2018
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
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
Reconfiguration of VNF Placement in an Optical Metro Network by a Modular Planning Tool
G Maier, L Askari, S Troia, LMM Zorello, F Musumeci, M Tornatore
Optical Fiber Communication Conference, W2A. 27, 2020
Machine-learning defined networking: applications for the 5G metro-core
Italy, 2020
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