Di CICCO, NICOLA
Di CICCO, NICOLA
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
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.
Calibrated Probabilistic QoT Regression for Unestablished Lightpaths in Optical Networks
2022-01-01 Di Cicco, Nicola; Ibrahimi, Mëmëdhe; Rottondi, Cristina; Tornatore, Massimo
DeepLS: Local Search for Network Optimization based on Lightweight Deep Reinforcement Learning
2023-01-01 Di Cicco, N.; Ibrahimi, M.; Troia, S.; Tornatore, M.
DRL-FORCH: A Scalable Deep Reinforcement Learning-based Fog Computing Orchestrator
2023-01-01 Di Cicco, N.; Pittala, G. F.; Davoli, G.; Borsatti, D.; Cerroni, W.; Raffaelli, C.; Tornatore, M.
Efficient microservice deployment in Kubernetes multi-clusters through reinforcement learning
2024-01-01 Santos, J.; Zaccarini, M.; Poltronieri, F.; Tortonesi, M.; Stefanelli, C.; Di Cicco, N.; De Turck, F.
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.
First Experimental Demonstration of Full Lifecycle Automation of Optical Network through Fine-Tuned LLM and Digital Twin
2024-01-01 Sun, C.; Yang, X.; Di Cicco, N.; Ayassi, R.; Virajit Garbhapu, V.; Stavrou, P. A.; Tornatore, M.; Charlet, G.; Pointurier, Y.
Hollow-Core-Fiber Placement in Latency-Constrained Metro Networks with edgeDCs
2024-01-01 Sticca, G. S.; Ibrahimi, M.; Di Cicco, N.; Musumeci, F.; Tornatore, M.
Joint QoT-aware optimization of OTN and WDM layers for low-cost optical metro networks
2024-01-01 Attarpour, A.; Ibrahimi, M.; Di Cicco, N.; Musumeci, F.; Castoldi, A.; Ragni, M.; Tornatore, M.
Link Configuration for Fidelity-Constrained Entanglement Routing in Quantum Networks
In corso di stampa Zhang, Q.; Di Cicco, N.; Ibrahimi, M.; C. Almeida Jr., R.; Gatto, A.; Boutaba, R.; Tornatore, M.
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
Machine Learning-Based Line-Of-Sight Prediction in Urban Manhattan-Like Environments
2023-01-01 Di Cicco, Nicola; Del Prete, Simone; Kodra, Silvi; Barbiroli, Marina; Fuschini, Franco; Vitucci, Enrico M.; Degli Esposti, Vittorio; 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.
Poster: Continual Network Learning
2023-01-01 Di Cicco, N.; Al Sadi, A.; Grasselli, C.; Melis, A.; Antichi, G.; Tornatore, M.
Recovering missing monitoring data to enhance service provisioning in the edge-to-cloud continuum
2024-01-01 Pittalà Gaetano, Francesco; Zilli, Cristian; Di CICCO, Nicola; Davoli, Gianluca; Sacco, Alessio
Resource-Efficient Implementation of Multiple Concurrent Tree-Based Models in P4 Switches using Feature Sharing
2024-01-01 Karandin, Oleg; Torres, Aleix Lahoz; Di Cicco, Nicola; Musumeci, Francesco; Tornatore, Massimo