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Nicola Di Cicco
Nicola Di Cicco
Operations Research Specialist, OPTIT S.r.l.
Verified email at optit.net
Title
Cited by
Cited by
Year
On deep reinforcement learning for static routing and wavelength assignment
N Di Cicco, EF Mercan, O Karandin, O Ayoub, S Troia, F Musumeci, ...
IEEE Journal of Selected Topics in Quantum Electronics 28 (4: Mach. Learn …, 2022
322022
Explainable Artificial Intelligence in communication networks: A use case for failure identification in microwave networks
O Ayoub, N Di Cicco, F Ezzeddine, F Bruschetta, R Rubino, M Nardecchia, ...
Computer Networks 219, 109466, 2022
122022
DRL-FORCH: A Scalable Deep Reinforcement Learning-based Fog Computing Orchestrator
N Di Cicco, GF Pittalą, G Davoli, D Borsatti, W Cerroni, C Raffaelli, ...
2023 IEEE 9th International Conference on Network Softwarization (NetSoft …, 2023
92023
Optimization over time of reliable 5G-RAN with network function migrations
N Di Cicco, F Tonini, V Cacchiani, C Raffaelli
Computer Networks 215, 109216, 2022
82022
Calibrated probabilistic qot regression for unestablished lightpaths in optical networks
N Di Cicco, M Ibrahimi, C Rottondi, M Tornatore
2022 international Balkan conference on communications and networking …, 2022
82022
Efficient microservice deployment in kubernetes multi-clusters through reinforcement learning
J Santos, M Zaccarini, F Poltronieri, M Tortonesi, C Sleianelli, N Di Cicco, ...
NOMS 2024-2024 IEEE Network Operations and Management Symposium, 1-9, 2024
62024
Machine learning-based line-of-sight prediction in urban manhattan-like environments
N Di Cicco, S Del Prete, S Kodra, M Barbiroli, F Fuschini, EM Vitucci, ...
2023 17th European Conference on Antennas and Propagation (EuCAP), 1-5, 2023
62023
Vehicle-to-Everything (V2X) Datasets for Machine Learning-Based Predictive Quality of Service
M Skocaj, N Di Cicco, T Zugno, M Boban, J Blumenstein, A Prokes, ...
IEEE Communications Magazine 61 (9), 106-112, 2023
52023
Multi-Band Measurements for Deep Learning-Based Dynamic Channel Prediction and Simulation
F Pasic, N Di Cicco, M Skocaj, M Tornatore, S Schwarz, ...
IEEE Communications Magazine 61 (9), 98-104, 2023
52023
Selective hybrid EDFA/Raman amplifier placement to mitigate lightpath degradation in (C+ L) networks
G Sticca, M Ibrahimi, F Musumeci, N Di Cicco, A Castoldi, R Pastorelli, ...
Journal of Optical Communications and Networking 15 (8), C232-C241, 2023
42023
Uncertainty-Aware QoT forecasting in optical networks with bayesian recurrent neural networks
N Di Cicco, J Talpini, M Ibrahimi, M Savi, M Tornatore
ICC 2023-IEEE International Conference on Communications, 441-446, 2023
42023
A Reinforcement Learning-based Dynamic Bandwidth Allocation for XGS-PON Networks
A Quran, S Troia, O Ayoub, N Di Cicco, M Tornatore
26th International Conference on Optical Network Design and Modeling, 1-3, 2022
42022
COST CA20120 INTERACT Framework of Artificial Intelligence-Based Channel Modeling
R He, ND Cicco, B Ai, M Yang, Y Miao, M Boban
IEEE Wireless Communications, 2025
32025
White Paper on Radio Channel Modeling and Prediction to Support Future Environment-aware Wireless Communication Systems
M Boban, V Degli-Esposti
arXiv preprint arXiv:2309.17088, 2023
32023
Poster: Continual Network Learning
N Di Cicco, A Al Sadi, C Grasselli, A Melis, G Antichi, M Tornatore
Proceedings of the ACM SIGCOMM 2023 Conference, 1096-1098, 2023
32023
DeepLS: Local search for network optimization based on lightweight deep reinforcement learning
N Di Cicco, M Ibrahimi, S Troia, M Tornatore
IEEE Transactions on Network and Service Management 21 (1), 108-119, 2023
32023
Hollow-Core-Fiber Placement in Latency-Constrained Metro Networks with edgeDCs
GS Sticca, M Ibrahimi, N Di Cicco, F Musumeci, M Tornatore
2024 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2024
22024
Scalable multi-objective optimization of reliable latency-constrained optical transport networks
N Di Cicco, V Cacchiani, C Raffaelli
2021 17th International Conference on the Design of Reliable Communication …, 2021
22021
Multi-Objective Scheduling and Resource Allocation of Kubernetes Replicas Across the Compute Continuum
N Di Cicco, F Poltronieri, J Santos, M Zaccarini, M Tortonesi, C Stefanelli, ...
2024 20th International Conference on Network and Service Management (CNSM), 1-9, 2024
12024
ASAP Hardware Failure-Cause Identification in Microwave Networks using Venn-Abers Predictors
N Di Cicco, M Ibrahimi, O Ayoub, F Bruschetta, M Milano, C Passera, ...
IEEE Transactions on Network and Service Management, 2024
12024
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