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Sebastian Troia
Sebastian Troia
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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
1152019
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
1012017
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
962018
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
702019
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
652020
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
582019
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
572017
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
412020
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
382017
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
352018
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
302019
On deep reinforcement learning for static routing and wavelength assignment
N Di Cicco, EF Mercan, O Karandin, O Ayoub, S Troia, F Musumeci, ...
IEEE Journal of Selected Topics in Quantum Electronics 28 (4: Mach. Learn …, 2022
242022
Power-efficient baseband-function placement in latency-constrained 5G metro access
LMM Zorello, M Sodano, S Troia, G Maier
IEEE Transactions on Green Communications and Networking 6 (3), 1683-1696, 2022
212022
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
182018
Admission control and virtual network embedding in 5G networks: A deep reinforcement-learning approach
S Troia, AFR Vanegas, LMM Zorello, G Maier
IEEE Access 10, 15860-15875, 2022
172022
SD-WAN: how the control of the network can be shifted from core to edge
S Troia, LMM Zorello, G Maier
2021 International Conference on Optical Network Design and Modeling (ONDM), 1-3, 2021
152021
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
152019
Towards explainable artificial intelligence in optical networks: the use case of lightpath QoT estimation
O Ayoub, S Troia, D Andreoletti, A Bianco, M Tornatore, S Giordano, ...
Journal of Optical Communications and Networking 15 (1), A26-A38, 2022
142022
Resilience of Delay-sensitive Services with Transport-layer Monitoring in SD-WAN
S Troia, M Mazzara, M Savi, LMM Zorello, G Maier
IEEE Transactions on Network and Service Management 19 (3), 2652-2663, 2022
132022
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
132021
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Articles 1–20