TROIA, SEBASTIAN
TROIA, SEBASTIAN
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
A Reinforcement Learning-based Dynamic Bandwidth Allocation for XGS-PON Networks
2022-01-01 Quran, ABDULLAH MOH'D SALEH; Troia, Sebastian; Ayoub, Omran; Di CICCO, Nicola; Tornatore, Massimo
Assessing the Efficacy of Reinforcement Learning in Enhancing Quality of Service in SD-WANs
2023-01-01 Borgianni, L.; Troia, S.; Adami, D.; Maier, G.; Giordano, S.
Auction-based network slicing for 5G RAN
2023-01-01 Zorello, Lmm; Eradatmand, K; Troia, S; Pattavina, A; Zhang, Yq; Maier, G
Deep Learning-based Traffic Prediction for Network Optimization
2018-01-01 Troia, S.; Alvizu, R.; Zhou, Youduo; Maier, G.; Pattavina, A.
Dynamic Virtual Network Function Placement over a Software-Defined Optical Network
2019-01-01 Troia, Sebastian; Giorgetti, Alessio; Sgambelluri, Andrea; Maier, Guido
Enabling multipath optical routing with hybrid differential delay compensation
2018-01-01 Alvizu, R.; Soto, V.; Troia, S.; Maier, G.
Enhancing cross layer monitoring on open optical transport networks
2023-01-01 Ellsworth, Nathan; Zhang, Tianliang; Troia, Sebastian; Maier, GUIDO ALBERTO; Fumagalli, Andrea
Experimental Demonstration and Results of Cross-layer Monitoring Using OpenNOP: an Open Source Network Observability Platform
2023-01-01 Ellsworth, Nathan; Troia, Sebastian; Zhang, Tianliang; Tacca, Marco; Maier, Guido; Fumagalli, Andrea
Experimental Demonstration of ML-Based DWDM System Margin Estimation
2023-01-01 Müller, Jasper; Slyne, Frank; Kaeval, Kaida; Troia, Sebastian; Fehenberger, Tobias; Elbers, Jörg-Peter; Kilper, Daniel C.; Ruffini, Marco; Mas-Machuca, Carmen
Experimental Evaluation of SD-WAN Performance in a Municipal Network Test Bed
2023-01-01 Troia, Sebastian; Maier, Guido; Bregni, Stefano
Exploring Service Margins for Optical Spectrum Services
2022-01-01 Kaeval, K.; Slyne, F.; Troia, S.; Kenny, E.; Pedreno-Manresa, J. -J.; Patri, S. K.; Grobe, K.; Kilper, D. C.; Ruffini, M.; Jervan, G.
From MPLS to SD-WAN to ensure QoS and QoE in cloud-based applications
2023-01-01 Borgianni, L; Troia, S; Adami, D; Maier, G; Giordano, S
Identification of tidal-traffic patterns in metro-area mobile networks via matrix factorization based model
2017-01-01 Troia, Sebastian; Sheng, G.; Alvizu, R.; Maier, G.; Pattavina, A.
Is Machine Learning Suitable for Solving RWA Problems in Optical Networks?
2018-01-01 Martín, Ignacio; Alberto Hernández, José; Troia, Sebastian; Musumeci, Francesco; Maier, GUIDO ALBERTO; González de Dios, Oscar
Machine Learning-assisted Planning and Provisioning for SDN/NFV-enabled Metropolitan Networks
2019-01-01 Troia, S.; Martinez, D. E.; Martin, I.; MOREIRA ZORELLO, LIGIA MARIA; Maier, G.; Hernandez, J. A.; Gonzalez De Dios, O.; Garrich, M.; Romero-Gazquez, J. L.; Moreno-Muro, F. -J.; Marino, P. P.; Casellas, R.
Machine-Learning-Assisted Routing in SDN-based Optical Networks
2018-01-01 Troia, Sebastian; RODRÍGUEZ BLÁZQUEZ, Alberto; Ignacio, Martín; José Alberto Hernández, ; Oscar González de Dios, ; Rodolfo, Alvizu; Musumeci, Francesco; Maier, GUIDO ALBERTO
Machine-Learning-Based Prediction and Optimization of Mobile Metro-Core Networks
2018-01-01 Alvizu, Rodolfo; Troia, Sebastian; Maier, Guido; Pattavina, Achille
Model-based service provisioning in optical networks
2023-01-01 Karunakaran, V.; Müller, J.; Slyne, F.; Kaeval, K.; Troia, S.; Autenrieth, A.; Kilper, D. C.; Bauschert, T.; Ruffini, M.
Network Orchestration for Dynamic Network Slicing for Fixed and Mobile Vertical Services
2018-01-01 Rodolfo, Alvizu; Troia, Sebastian; Nguyen, VAN MINH; Maier, GUIDO ALBERTO; Pattavina, Achille
Network Traffic Prediction based on Diffusion Convolutional Recurrent Neural Networks
2019-01-01 Andreoletti, Davide; Troia, Sebastian; Musumeci, Francesco; Silvia, Giordano; Maier, GUIDO ALBERTO; Tornatore, Massimo