Here is a list of selected publications by the group, covering a wide range of topics in distributed systems.
Qaisar, Muhammad Umar Farooq; Yuan, Weijie; Bellavista, Paolo; Liu, Fan; Han, Guangjie; Zakariyya, Rabiu Sale; Ahmed, Adeel, Poised: Probabilistic On-Demand Charging Scheduling for ISAC-Assisted WRSNs With Multiple Mobile Charging Vehicles, «IEEE TRANSACTIONS ON MOBILE COMPUTING», 2024, 23, pp. 10818 - 10834 [Scientific article]
Guerra, Lorenzo; Xu, Linhan; Bellavista, Paolo; Chapuis, Thomas; Duc, Guillaume; Mozharovskyi, Pavlo; Nguyen, Van-Tam, AI-Driven Intrusion Detection Systems (IDS) on the ROAD Dataset: A Comparative Analysis for Automotive Controller Area Network (CAN), in: CSCS '24: Proceedings of the 2024 Cyber Security in CarS Workshop, 2024, pp. 39 - 49 (atti di: CSCS '24: Proceedings of the 2024 Cyber Security in CarS Workshop (within 31st ACM Conference on Computer and Communications Security), Salt Lake City, USA, October 18, 2024) [Contribution to conference proceedings]
Costagliola, Andrea Roberta; Sabbioni, Andrea; Bujari, Armir; Montanari, Rebecca; Bellavista, Paolo, A Multi-faceted Interoperability Model for Reliable and Trustworthy Urban Digital Twins, in: Proceedings of the 2024 International Conference on Information Technology for Social Good (GoodIT), 1601 Broadway, 10th Floor, NEW YORK, NY, UNITED STATES, ASSOC COMPUTING MACHINERY, 2024, pp. 373 - 376 (atti di: International Conference on Information Technology for Social Good (GoodIT 2024), Bremen, Germany, September 4-6, 2024) [Contribution to conference proceedings]
Herrera, Juan Luis; Montebugnoli, Sofia; Bellavista, Paolo; Foschini, Luca, Enabling Reusable and Comparable xApps in the Machine Learning-Driven Open RAN, in: IEEE International Conference on High Performance Switching and Routing, HPSR, 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE Computer Society, 2024, pp. 37 - 42 (atti di: 25th IEEE International Conference on High Performance Switching and Routing, HPSR 2024, Pisa, Italy, July 22-24, 2024) [Contribution to conference proceedings]
Feraudo, Angelo; Popescu, Diana Andreea; Yadav, Poonam; Mortier, Richard; Bellavista, Paolo, Mitigating IoT Botnet DDoS Attacks through MUD and eBPF based Traffic Filtering, in: ACM International Conference Proceeding Series, Association for Computing Machinery, 2024, pp. 164 - 173 (atti di: 25th International Conference on Distributed Computing and Networking, ICDCN 2024, Chennai, India, January 4-7, 2024) [Contribution to conference proceedings]
Mendula, Matteo; Bellavista, Paolo; Levorato, Marco; De Guevara Contreras, Sharon Ladron, Furcifer: a Context Adaptive Middleware for Real-world Object Detection Exploiting Local, Edge, and Split Computing in the Cloud Continuum, in: 2024 IEEE International Conference on Pervasive Computing and Communications, PerCom 2024, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 47 - 56 (atti di: 22nd IEEE International Conference on Pervasive Computing and Communications, PerCom 2024, Biarritz, France, March 11-15, 2024) [Contribution to conference proceedings]
Mora, A.; Tenison, I.; Bellavista, P.; Rish, I., Knowledge Distillation in Federated Learning: A Practical Guide, in: Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, {IJCAI} 2024, 2024, pp. 8188 - 8196 (atti di: Thirty-Third International Joint Conference on Artificial Intelligence, (IJCAI) 2024, Jeju, South Korea, August 3-9, 2024) [Contribution to conference proceedings]
Romandini, Nicolò; Mora, Alessio; Mazzocca, Carlo; Montanari, Rebecca; Bellavista, Paolo, Federated Unlearning: A Survey on Methods, Design Guidelines, and Evaluation Metrics, «IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS», 2024, ON LINE FIRST, pp. 1 - 21 [Scientific article] Open Access
Bellavista, Paolo; Garbugli, Andrea, Cloud Continuum Digital Twins: Architectures of Solution, Open Technical Challenges, and Lessons Learned, in: Leveraging Applications of Formal Methods, Verification and Validation., Springer LNCS, «LECTURE NOTES IN COMPUTER SCIENCE», 2024, pp. 44 - 59 (atti di: ISOLA 2024, Creta, Grecia, October 27-31, 2024) [Contribution to conference proceedings]
Calvio, A.; Lenzi, F.; Bujari, A.; Foschini, L., Charting the Route: Fine-grained Road Topology Construction for Logistics Digital Twins, in: Proceedings - IEEE Symposium on Computers and Communications, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., «PROCEEDINGS - IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATIONS», 2024, pp. 1 - 6 (atti di: 29th IEEE Symposium on Computers and Communications, ISCC 2024, fra, 2024) [Contribution to conference proceedings]