Di CICCO, NICOLA
Di CICCO, NICOLA
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
ASAP hardware failure-cause identification in microwave networks using Venn-Abers predictors
2024-01-01 Di Cicco, N.; Ibrahimi, M.; Ayoub, O.; B., Federica; M., Michele; Passera, C.; Musumeci, F.
DeepLS: Local Search for Network Optimization based on Lightweight Deep Reinforcement Learning
2023-01-01 Di Cicco, N.; Ibrahimi, M.; Troia, S.; Tornatore, M.
Experimental demonstration of local AI-Agents for lifecycle management and control automation of optical networks
2025-01-01 Sun, C.; Yang, X.; Di Cicco, N.; Ayassi, R.; Virajit Garbhapu, V.; Stavrou, P. A.; Tornatore, M.; Charlet, G.; Pointurier, Y.
Explainable Artificial Intelligence in communication networks: A use case for failure identification in microwave networks
2022-01-01 Ayoub, O.; Di Cicco, N.; Ezzeddine, F.; Bruschetta, F.; Rubino, R.; Nardecchia, M.; Milano, M.; Musumeci, F.; Passera, C.; Tornatore, M.
Hollow-Core Fibers for Latency-Constrained and Low-Cost Edge Data Center Networks
2025-01-01 Sticca, Giovanni Simone; Ibrahimi, Mëmëdhe; Musumeci, Francesco; Cicco, Nicola Di; Tornatore, Massimo
Incremental planning with dual-fiber distributed Raman amplification in (C + L + S) networks
2025-01-01 Sticca, Giovanni Simone; Ibrahimi, Mëmëdhe; Di Cicco, Nicola; Musumeci, Francesco; Tornatore, Massimo
Machine Learning for Failure Management in Microwave Networks: A Data-Centric Approach
2024-01-01 Di Cicco, Nicola; Ibrahimi, Mëmëdhe; Musumeci, Francesco; Bruschetta, Federica; Milano, Michele; Passera, Claudio; Tornatore, Massimo
Minimizing the cost of hierarchical optical transport network traffic grooming boards in metro networks
2023-01-01 Attarpour, Aryanaz; Ibrahimi, Mëmëdhe; Di CICCO, Nicola; Musumeci, Francesco; Castoldi, Andrea; Ragni, Mario; Tornatore, Massimo
Multi-Band Measurements for Deep Learning-Based Dynamic Channel Prediction and Simulation
2023-01-01 Pasic, F; Di Cicco, N; Skocaj, M; Tornatore, M; Schwarz, S; Mecklenbräuker, Cf; Degli-Esposti, V
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.
Optimization over time of reliable 5G-RAN with network function migrations
2022-01-01 Di Cicco, N.; Tonini, F.; Cacchiani, V.; Raffaelli, C.
Scalable and Energy-Efficient Service Orchestration in the Edge-Cloud Continuum With Multi-Objective Reinforcement Learning
2025-01-01 Di Cicco, Nicola; Pittalà, Gaetano Francesco; Davoli, Gianluca; Borsatti, Davide; Cerroni, Walter; Raffaelli, Carla; Tornatore, Massimo
Selective hybrid EDFA/Raman amplifier placement to mitigate lightpath degradation in (C + L) networks
2023-01-01 Sticca, Giovanni; Ibrahimi, Mëmëdhe; Musumeci, Francesco; Di CICCO, Nicola; Castoldi, Andrea; Pastorelli, Rosanna; Tornatore, Massimo
Vehicle-to-Everything (V2X) Datasets for Machine Learning-Based Predictive Quality of Service
2023-01-01 Skocaj, M; Di Cicco, N; Zugno, T; Boban, M; Blumenstein, J; Prokes, A; Mikulasek, T; Vychodil, J; Mikhaylov, K; Tornatore, M; Degli-Esposti, V