TROIA, SEBASTIAN
TROIA, SEBASTIAN
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
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.
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.
DeepLS: Local Search for Network Optimization based on Lightweight Deep Reinforcement Learning
2023-01-01 Di Cicco, N.; Ibrahimi, M.; Troia, S.; Tornatore, M.
Dynamic programming of network slices in software-defined metro-core optical networks
2020-01-01 Troia, Sebastian; Cibari, Alberto; Alvizu, Rodolfo; 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.
Machine Learning-Based Routing and Wavelength Assignment in Software-Defined Optical Networks
2019-01-01 Martin, I.; Troia, S.; Hernandez, J. A.; Rodriguez, A.; Musumeci, F.; Maier, G.; Alvizu, R.; de Dios, O. G.
Matheuristic with machine-learning-based prediction for software-defined mobile metro-core networks
2017-01-01 Alvizu, R.; Troia, S.; Maier, G.; Pattavina, A.
On Deep Reinforcement Learning for Static Routing and Wavelength Assignment
2022-01-01 Di Cicco, N.; Mercan, E. F.; Karandin, O.; Ayoub, O.; Troia, S.; Musumeci, F.; Tornatore, M.
On Deep Reinforcement Learning for Traffic Engineering in SD-WAN
2020-01-01 Troia, Sebastian; Sapienza, Federico; Varé, Leonardo; Maier, GUIDO ALBERTO
Performance Characterization and Profiling of Chained CPU-bound Virtual Network Functions
2023-01-01 Troia, Sebastian; Savi, Marco; Nava, Giulia; Maria Moreira Zorello, Ligia; Schneider, Thomas; Maier, GUIDO ALBERTO
Power-efficient baseband-function placement in latency-constrained 5G metro access
2022-01-01 Moreira Zorello, L. M.; Sodano, M.; Troia, S.; Maier, G.
Reinforcement Learning for Service Function Chain Reconfiguration in NFV-SDN Metro-Core Optical Networks
2019-01-01 Troia, Sebastian; Rodolfo, Alvizu; Maier, GUIDO ALBERTO
Resilience of Delay-sensitive Services with Transport-layer Monitoring in SD-WAN
2022-01-01 Troia, S.; Mazzara, M.; Savi, M.; MOREIRA ZORELLO, LIGIA MARIA; Maier, G.
Towards explainable artificial intelligence in optical networks: the use case of lightpath QoT estimation
2023-01-01 Ayoub, Omran; Troia, Sebastian; Andreoletti, Davide; Bianco, Andrea; Tornatore, Massimo; Giordano, GIULIA SILVIA; Rottondi, CRISTINA EMMA MARGHERITA
Traffic-Profile and Machine Learning Based Regional Data Center Design and Operation for 5G Network
2019-01-01 Paul, Udita; Liu, Jiamo; Troia, Sebastian; Falowo, Olabisi; Maier, GUIDO ALBERTO