TROIA, SEBASTIAN
TROIA, SEBASTIAN
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
A MARL Approach to Employ Intelligent Traffic Steering in SD-WAN
2025-01-01 Giacometti, L.; Cerrato, I.; Lu, H.; Lucrezia, F.; Oliva, L.; Scordo, T.; Selvamuthukumaran, K.; Sguotti, G.; Troia, S.; Verticale, G.
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
Agentic AI CPE: Traffic Steering via Small Language Models and Zero-Shot Forecasting
2026-01-01 Sguotti, Giacomo; Troia, Sebastian; Maier, Guido
An AI–Driven SD-WAN Deployment for LEO Satellite and Terrestrial Network Integration
2026-01-01 Borgianni, Luca; Troia, Sebastian; Adami, Davide; Giordano, Stefano
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
Beyond Performance: Explaining Non-Intuitive Deep Reinforcement Learning Actions in Elastic Optical Networks
2025-01-01 Mehyeddine, Louma; Natalino, Carlos; Amro, Alaa; Asdikian, Jean Pierre; Sbeity, Ihab; Maier, Guido; Monti, Paolo; Troia, Sebastian; Ayoub, Omran
Deep Learning-based Traffic Prediction for Network Optimization
2018-01-01 Troia, S.; Alvizu, R.; Zhou, Youduo; Maier, G.; Pattavina, A.
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.
Demo: Design and Implementation of Hierarchical Cross-Domain Orchestration Using TeraFlowSDN
2025-01-01 El Hachimi, Anouar; Attarpour, Aryanaz; Nanni, Gabriele; Ibrahimi, Mëmëdhe; Troia, Sebastian; Sgambelluri, Andrea; Paolini, Emilio; Tornatore, Massimo; Musumeci, Francesco
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
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