Sebastian Troia
Sebastian Troia
Ph.D. student in Information Technology, Politecnico di Milano
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TitleCited byYear
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
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
Network Orchestration for Dynamic Network Slicing for Fixed and Mobile Vertical Services
R Alvizu, S Troia, VM Nguyen, G Maier, A Pattavina
2018 Optical Fiber Communications Conference and Exposition (OFC), 1-3, 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
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 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
SDN-based network orchestration for new dynamic Enterprise Networking services
R Alvizu, G Maier, S Troia, VM Nguyen, A Pattavina
2017 19th International Conference on Transparent Optical Networks (ICTON), 1-4, 2017
Network Traffic Prediction based on Diffusion Convolutional Recurrent Neural Networks
D Andreoletti, S Troia, F Musumeci, G Silvia, GA Maier, M Tornatore
INFOCOM, 1-6, 2019
SENATUS: an experimental SDN/NFV Orchestrator
S Troia, A Rodriguez, R Alvizu, G Maier
Proceedings of the IEEE NFV-SDN, 2018
Machine learning-based traffic prediction and pattern extraction for dynamic optical routing in SDN mobile metro networks
Italy, 2016
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
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-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
Dynamic Network Slicing Based on Tidal Traffic Patterns in Metro-Core Optical Networks
S Troia, A Cibari, R Alvizu
2019 IEEE 20th International Conference on High Performance Switching and …, 2019
Dynamic Virtual Network Function Placement over a Software-Defined Optical Network
S Troia, A Giorgetti, A Sgambelluri, G Maier
2019 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 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
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
Traffic-Profile and Machine Learning Based Regional Data Center Design and Operation for 5G Network
P Udita, L Jiamo, S Troia, F Olabisi, GA Maier
Journal of Communications and Networks 1, 1-15, 2019
Portable MiniLab for Hands-on Experimentation with Software Defined Networking
S Troia, LMM Zorello, G Maier, G Verticale, P Giaccone
International Conference on Telecommunications, 2019
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