Mora, Alessio; Bujari, Armir; Bellavista, Paolo, Enhancing generalization in Federated Learning with heterogeneous data: A comparative literature review, «FUTURE GENERATION COMPUTER SYSTEMS», 2024, 157, pp. 1 - 15 [articolo]Open Access
Bellavista, Paolo; Bicocchi, Nicola; Fogli, Mattia; Giannelli, Carlo; Mamei, Marco; Picone, Marco, Exploiting microservices and serverless for Digital Twins in the cloud-to-edge continuum, «FUTURE GENERATION COMPUTER SYSTEMS», 2024, 157, pp. 275 - 287 [articolo]
Mora, Alessio; Dominici, Luca; Bellavista, Paolo, FedUNRAN: On-device Federated Unlearning via Random Labels, in: Proceedings - 2024 IEEE International Conference on Big Data, BigData 2024, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 7955 - 7960 (atti di: 2024 IEEE International Conference on Big Data, BigData 2024, usa, 2024) [Contributo in Atti di convegno]
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 [articolo]Open Access
Mazzocca, Carlo; Garbugli, Andrea; Armillotta, Michele; Montanari, Rebecca; Bellavista, Paolo, Flexible and Secure Process Confinement with eBPF, in: Security and Trust Management, «LECTURE NOTES IN COMPUTER SCIENCE», 2024, pp. 97 - 109 (atti di: 20th International Workshop on Security and Trust Management (ERCIM STM 2024), Bydgoszcz, Poland, September 19–20, 2024) [Contributo in Atti di convegno]
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) [Contributo in Atti di convegno]
Qaisar, Muhammad Umar Farooq; Yuan, Weijie; Bellavista, Paolo; Han, Guangjie; Ahmed, Adeel, ISAC-Assisted Wireless Rechargeable Sensor Networks with Multiple Mobile Charging Vehicles, «IEEE INTERNET OF THINGS MAGAZINE», 2024, 7, pp. 80 - 86 [articolo]
Lakhan, Abdullah; Grønli, Tor-Morten; Bellavista, Paolo; Memon, Sajida; Alharby, Maher; Thinnukool, Orawit, IoT workload offloading efficient intelligent transport system in federated ACNN integrated cooperated edge-cloud networks, «JOURNAL OF CLOUD COMPUTING», 2024, 13, Article number: 79, pp. 1 - 16 [articolo]
Bellavista, Paolo; Di Modica, Giuseppe, IoTwins: Implementing Distributed and Hybrid Digital Twins in Industrial Manufacturing and Facility Management Settings, «FUTURE INTERNET», 2024, 16, Article number: 65, pp. 1 - 18 [articolo]Open Access
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) [Contributo in Atti di convegno]
Bellavista, Paolo; Dahdal, Simon; Foschini, Luca; Tazzioli, Davide; Tortonesi, Mauro; Venanzi, Riccardo, Kubernetes Enhanced Stateful Service Migration for ML-Driven Applications in Industry 4.0 Scenarios, in: Proceedings - 2024 IEEE Annual Congress on Artificial Intelligence of Things, AIoT 2024, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 25 - 31 (atti di: 2024 IEEE Annual Congress on Artificial Intelligence of Things, AIoT 2024, aus, 2024) [Contributo in Atti di convegno]
Mazzocca, Carlo; Mora, Alessio; Romandini, Nicolò; Montanari, Rebecca; Bellavista, Paolo, Membership Proof in Federated Learning via Cryptographic Accumulators, in: 2024 6th International Conference on Blockchain Computing and Applications (BCCA), IEEE, 2024, pp. 57 - 63 (atti di: International Conference on Blockchain Computing and Applications (BCCA), Dubai, United Arab Emirates, 26-29 November 2024) [Contributo in Atti di convegno]Open Access
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) [Contributo in Atti di convegno]
Bellavista, Paolo; Bicocchi, Nicola; Fogli, Mattia; Giannelli, Carlo; Mamei, Marco; Picone, Marco, ODTE: A Metric for Digital Twin Entanglement, «IEEE OPEN JOURNAL OF THE COMMUNICATIONS SOCIETY», 2024, 5, pp. 2377 - 2390 [articolo]
Herrera, Juan Luis; Scotece, Domenico; Galán-Jiménez, Jaime; Berrocal, Javier; Modica, Giuseppe Di; Bellavista, Paolo; Foschini, Luca, Orchestrating Microservice-based SDN Controllers: the MSN Realistic Use Case, in: Proceedings - IEEE Global Communications Conference, GLOBECOM, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., «... IEEE GLOBAL COMMUNICATIONS CONFERENCE», 2024, pp. 92 - 97 (atti di: 2024 IEEE Global Communications Conference, GLOBECOM 2024, zaf, 2024) [Contributo in Atti di convegno]
