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; Foschini, Luca; Girolami, Michele; Bellavista, Paolo; Musolesi, Mirco, PRORL: Proactive Resource Orchestrator for Open RANs Using Deep Reinforcement Learning, «IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT», 2024, 21, pp. 3933 - 3944 [Scientific article] Open Access
Becattini, Marco; Borsatti, Davide; Bujari, Armir; Carnevali, Laura; Garbugli, Andrea; Khachatrian, Hrant; Raptis, Theofanis P.; Tarchi, Daniele, Empirical Application Insights on Industrial Data and Service Aspects of Digital Twin Networks, in: 2024 IEEE International Mediterranean Conference on Communications and Networking (MeditCom), 2024, pp. 323 - 328 (atti di: 2024 IEEE International Mediterranean Conference on Communications and Networking (MeditCom), Madrid, Spain, 08-11 July 2024) [Contribution to conference proceedings]
Borsatti D.; Cerroni W.; Foschini L.; Ya Grabarnik G.; Manca L.; Poltronieri F.; Scotece D.; Shwartz L.; Stefanelli C.; Tortonesi M.; Zaccarini M., KubeTwin: A Digital Twin Framework for Kubernetes Deployments at Scale, «IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT», 2024, 21, pp. 3889 - 3903 [Scientific article] Open Access
Arzo, Sisay Tadesse; Scotece, Domenico; Bassoli, Riccardo; Devetsikiotis, Michael; Foschini, Luca; Fitzek, Frank H.P., Softwarized and containerized microservices-based network management analysis with MSN, «COMPUTER NETWORKS», 2024, 254, pp. 1 - 12 [Scientific article]
Gómez-delaHiz, José; Herrera, Juan Luis; Scotece, Domenico; Galán-Jiménez, Jaime; Berrocal, Javier; Di Modica, Giuseppe; Foschini, Luca, Evolutionary Computation for Latency Minimization in SDN Microservice Architectures, in: Evolutionary Computation for Latency Minimization in SDN Microservice Architectures, «IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS», 2024, pp. 171 - 176 (atti di: ICC 2024 - IEEE International Conference on Communications, Denver, CO, USA, 09-13 June 2024) [Contribution to conference proceedings] Open Access