Profile
Teaching
Teaching activity
Teaching responsibility for modules/courses
- Sistemi di elaborazione (cod. 989II) per Laurea in Ingegneria elettronica
Insegnamenti condivisi/mutuati:- Mobile app e cloud (cod. 903II) - Laurea in Ingegneria delle telecomunicazioni
Incarichi di co-docenza in moduli/insegnamenti
- Performance Evaluation Of Computer Systems and Networks (Cod. 592II) per Laurea Magistrale in Computer engineering
Student consultation hours
Mode of office hours:
Location: Dipartimento di Ingegneria dell'Informazione, sede di Largo L. Lazzarino
Time: Su appuntamento
Research
Research interests
Giovanni Nardini's research interests include resource allocation algorithms for Quality of Service in 5G (and beyond) networks, multi-access edge computing, simulation and performance evaluation of computer networks.
Publications
- Predictive Modeling of Multilink Delay in Avionic Networks: a Machine Learning Approach for Enhanced Communication Reliability (Poostforoushan, Samaneh; Nardini, Giovanni; Stea, Giovanni - 2025 - 4.1 Contributo in Atti di convegno)
- PROACTION: Profitable Transactions Selection Greedy Algorithm in Rational Proof-of-Work Mining (Basile, Mariano; Nardini, Giovanni; Perazzo, Pericle; Dini, Gianluca - 2025 - 1.1 Articolo in rivista)
- Is Music in the Air? Evaluating 4G and 5G Support for the Internet of Musical Things (Vignati, L.; Nardini, G.; Centenaro, M.; Casari, P.; Lagén, S.; Bojovic, B.; Zambon, S.; Turchet, L. - 2024 - 1.1 Articolo in rivista)
- Enabling simulation services for digital twins of 5G/B5G mobile networks (Nardini, Giovanni; Stea, Giovanni - 2024 - 1.1 Articolo in rivista)
- Federated Learning of Explainable Artificial Intelligence Models: A Proof-of-Concept for Video-streaming Quality Forecasting in B5G/6G networks (Corcuera Barcena, J. L.; Daole, M.; Ducange, P.; Marcelloni, F.; Nardini, G.; Renda, A.; Stea, G. - 2023 - 4.1 Contributo in Atti di convegno)
- Enabling federated learning of explainable AI models within beyond-5G/6G networks (Corcuera Bárcena, José Luis; Ducange, Pietro; Marcelloni, Francesco; Nardini, Giovanni; Noferi, Alessandro; Renda, Alessandro; Ruffini, Fabrizio; Schiavo, Alessio; Stea, Giovanni; Virdis, Antonio - 2023 - 1.1 Articolo in rivista)
- Platooning-as-a-Service in a Multi-operator ETSI MEC Environment (Nardini, G.; Noferi, A.; Stea, G. - 2023 - 1.1 Articolo in rivista)
- Exploiting Simu5G for Generating Datasets for Training and Testing AI Models for 5G/6G Network Applications (Nardini, Giovanni; Noferi, Alessandro; Ducange, Pietro; Stea, Giovanni - 2023 - 1.1 Articolo in rivista)
- Rapid prototyping and performance evaluation of ETSI MEC-based applications (Noferi, Alessandro; Nardini, Giovanni; Stea, Giovanni; Virdis, Antonio - 2023 - 1.1 Articolo in rivista)
- Simu5G – An OMNeT++ library for end-to-end performance evaluation of 5G networks (Nardini, Giovanni; Sabella, Dario; Stea, Giovanni; Thakkar, Purvi; Virdis, Antonio - 2020 - 1.1 Articolo in rivista)