TROIA, SEBASTIAN
TROIA, SEBASTIAN
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
A Comprehensive Survey on Software-Defined Wide Area Network
2025-01-01 Troia, Sebastian; Borgianni, Luca; Sguotti, Giacomo; Giordano, Stefano; Maier, Guido
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
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.
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
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.
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
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.
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 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