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
Admission Control and Virtual Network Embedding in 5G Networks: A Deep Reinforcement-Learning Approach
2022-01-01 Troia, S.; Rodriguez Vanegas, A. F.; Moreira Zorello, L. M.; Maier, G.
An Open Source SD-WAN CPE with Fast Packet Processing and Secure Connectivity
2025-01-01 Sguotti, G.; Troia, S.; Grieco, M.; Maier, G.
An Orchestration Platform for in-Network DDoS Attack Detection with P4 Programmable Switches
2025-01-01 Troia, S.; Spina, M. G.; Davoli, G.; Giannini, N.; Iera, A.; Maier, G.
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
Automated Data Ingestion Framework for Enhanced Control and Maintenance of Optical Networks [Invited]
2024-01-01 Ibrahimi, Mëmëdhe; Selvamuthukumaran, Keerthikumaran; Troia, Sebastian; Tornatore, Massimo; Musumeci, Francesco
Baseband-Function Placement with Multi-Task Traffic Prediction for 5G Radio Access Networks
2022-01-01 MOREIRA ZORELLO, LIGIA MARIA; Bliek, L.; Troia, S.; Guns, T.; Verwer, S.; Maier, G.
Black-box optimization for anticipated baseband-function placement in 5G networks
2024-01-01 Zorello, L. M. M.; Bliek, L.; Troia, S.; Maier, G.; Verwer, S.
Deep Learning-based Traffic Prediction for Network Optimization
2018-01-01 Troia, S.; Alvizu, R.; Zhou, Youduo; Maier, G.; Pattavina, A.
DeepLS: Local Search for Network Optimization based on Lightweight Deep Reinforcement Learning
2023-01-01 Di Cicco, N.; Ibrahimi, M.; Troia, S.; Tornatore, M.
Demo: Adaptive Resource Allocation Simulator for Federated Learning in MEC-driven SD-WANs
2025-01-01 Li, M.; Asdikian, J. P.; Troia, S.; Spatocco, C.; Maier, G.
Dynamic programming of network slices in software-defined metro-core optical networks
2020-01-01 Troia, Sebastian; Cibari, Alberto; Alvizu, Rodolfo; Maier, Guido
Dynamic Virtual Network Function Placement over a Software-Defined Optical Network
2019-01-01 Troia, Sebastian; Giorgetti, Alessio; Sgambelluri, Andrea; Maier, Guido
Edge-to-Cloud Federated Learning with Resource-Aware Model Aggregation in MEC
2024-01-01 Ploch, Noah; Troia, Sebastian; Kellerer, Wolfgang; Maier, Guido
Employing Channel Probing to Derive End-of-Life Service Margins for Optical Spectrum Services
2023-01-01 Kaeval, K.; Slyne, F.; Troia, S.; Kenny, E.; Große, K.; Griesser, H.; Kilper, D. C.; Ruffini, M.; Pedreno-Manresa, J-J; Patri, S. K.; Jervan, G.
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