Here is a list of selected publications by the group, covering a wide range of topics in distributed systems.
Andrea Agiollo, Paolo Bellavista, Matteo Mendula, Andrea Omicini, EneA-FL: Energy-aware orchestration for serverless federated learning, «FUTURE GENERATION COMPUTER SYSTEMS», 2024, 154, pp. 219 - 234 [Scientific article] Open Access
Mazzocca, Carlo; Romandini, Nicolò; Montanari, Rebecca; Bellavista, Paolo, Enabling Federated Learning at the Edge through the IOTA Tangle, «FUTURE GENERATION COMPUTER SYSTEMS», 2024, 152, pp. 17 - 29 [Scientific article] Open Access
Jawarneh, Isam Mashhour Al; Bellavista, Paolo; Corradi, Antonio; Foschini, Luca; Montanari, Rebecca, SpatialSSJP: QoS-Aware Adaptive Approximate Stream-Static Spatial Join Processor, «IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS», 2024, 35, pp. 73 - 88 [Scientific article] Open Access
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 [Scientific article]
Sabbioni, Andrea; Garbugli, Andrea; Foschini, Luca; Corradi, Antonio; Bellavista, Paolo, Serverless Computing for QoS-Effective NFV in the Cloud Edge, «IEEE COMMUNICATIONS MAGAZINE», 2024, 62, pp. 40 - 46 [Scientific article]
Staffolani, Alessandro; Darvariu, Victor-Alexandru; Bellavista, Paolo; Musolesi, Mirco, RLQ: Workload Allocation With Reinforcement Learning in Distributed Queues, «IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS», 2023, 34, pp. 856 - 868 [Scientific article] Open Access
Montori, Federico; Zyrianoff, Ivan; Gigli, Lorenzo; Calvio, Alessandro; Venanzi, Riccardo; Sindaco, Simone; Sciullo, Luca; Zonzini, Federica; Zauli, Matteo; Testoni, Nicola; Bertacchini, Alessandro; Londero, Elisa; Alessi, Enrico; Felice, Marco Di; Bononi, Luciano; Bellavista, Paolo; De Marchi, Luca; Marzani, Alessandro; Azzoni, Paolo; Cinotti, Tullio Salmon, An IoT Toolchain Architecture for Planning, Running and Managing a Complete Condition Monitoring Scenario, «IEEE ACCESS», 2023, 11, pp. 6837 - 6856 [Scientific article] Open Access
Venanzi, Riccardo; Dahdal, Simon; Solimando, Michele; Campioni, Lorenzo; Cavalucci, Alberto; Govoni, Marco; Tortonesi, Mauro; Foschini, Luca; Attana, Loredana; Tellarini, Matteo; Stefanelli, Cesare, Enabling adaptive analytics at the edge with the Bi-Rex Big Data platform, «COMPUTERS IN INDUSTRY», 2023, 147, pp. 1 - 11 [Scientific article]
Scotece, Domenico; Fiandrino, Claudio; Foschini, Luca, Handling Data Handoff of AI-based Applications in Edge Computing Systems, «IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT», 2023, 20, pp. 4435 - 4447 [Scientific article] Open Access
Scotece, Domenico; Noor, Asma; Foschini, Luca; Corradi, Antonio, 5G-Kube: Complex Telco Core Infrastructure Deployment Made Low-Cost, «IEEE COMMUNICATIONS MAGAZINE», 2023, 61, pp. 26 - 30 [Scientific article] Open Access