Here is a list of selected publications by the group, covering a wide range of topics in distributed systems.
Bartelucci, N; Bellavista, P; Pusztai, T; Morichetta, A; Dustdar, S, High-Level Metrics for Service Level Objective-aware Autoscaling in Polaris: a Performance Evaluation, in: Proceedings of the 6th IEEE International Conference on Fog and Edge Computing (ICFEC), 2022, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA, IEEE COMPUTER SOC, 2022, pp. 73 - 77 (atti di: 6th IEEE International Conference on Fog and Edge Computing (ICFEC), 2022, Messina, Italy, May 16-19, 2022) [Contribution to conference proceedings]
Rojo J.; Hernandez J.; Foschini L.; Bellavista P.; Berrocal J.; Murillo Rodriguez J.M.; Garcia-Alonso J., Blockchains' federation for enabling actor-centered data integration, in: Proceedings of the IEEE International Conference on Communications (ICC), 2022, «IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS», 2022, 2022-May, pp. 3430 - 3435 (atti di: IEEE International Conference on Communications (ICC), 2022, Seoul, Korea, May 16-20, 2022) [Contribution to conference proceedings]
Bellavista, P, Enabling Distributed and Hybrid Digital Twins in the Industry5.0 Cloud Continuum, in: Software Engineering and Formal Methods (SEFM), 2021, Co-located Workshops - CIFMA, CoSim-CPS, OpenCERT, ASYDE, Virtual Event, Revised Selected Papers, GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND, SPRINGER INTERNATIONAL PUBLISHING AG, «LECTURE NOTES IN COMPUTER SCIENCE», 2022, 13230, pp. 139 - 142 (atti di: Software Engineering and Formal Methods (SEFM), 2021, Co-located Workshops, CoSim-CPS, Virtual event, December 6-10, 2021) [Contribution to conference proceedings]
Khowaja, SA; Dev, K; Qureshi, NMF; Khuwaja, P; Foschini, L, Toward Industrial Private AI: A Two-Tier Framework for Data and Model Security, «IEEE WIRELESS COMMUNICATIONS», 2022, 29, pp. 76 - 83 [Scientific article] Open Access
Arzo, Sisay Tadesse; Scotece, Domenico; Bassoli, Riccardo; Granelli, Fabrizio; Foschini, Luca; Fitzek, Frank H.P., A New Agent-Based Intelligent Network Architecture, «IEEE COMMUNICATIONS STANDARDS MAGAZINE», 2022, 6, pp. 74 - 79 [Scientific article] Open Access
Scotece, Domenico; Fiandrino, Claudio; Foschini, Luca, A Practical way to Handle Service Migration of ML-based Applications in Industrial Analytics, in: 2022 IEEE Global Communications Conference: Communication QoS, Reliability and Modeling, 2022, pp. 123 - 128 (atti di: 2022 IEEE Global Communications Conference, Rio de Janeiro, Brazil, 04-08 December 2022) [Contribution to conference proceedings]
Sabbioni, Andrea; Bujari, Armir; Romeo, Stefano; Foschini, Luca; Corradi, Antonio, An Architectural Approach for Heterogeneous Data Access in Serverless Platforms, in: An Architectural Approach for Heterogeneous Data Access in Serverless Platforms, 2022, pp. 129 - 134 (atti di: IEEE Conference and Exhibition on Global Telecommunications (GLOBECOM), Rio de Janeiro-RJ Brazil, 4 - 8 December 2022) [Contribution to conference proceedings]
Mendula, Matteo; Bellavista, Paolo, Energy-aware Edge Federated Learning for Enhanced Reliability and Sustainability, in: The Seventh ACM/IEEE Symposium on Edge Computing, 2022, pp. 1 - 6 (atti di: 2022 IEEE/ACM 7th Symposium on Edge Computing (SEC), Seattle, Washington, USA, 05-08 December 2022) [Contribution to conference proceedings]
Muhammad, K; Hussain, T; Ullah, H; Del Ser, J; Rezaei, M; Kumar, N; Hijji, M; Bellavista, P; de Albuquerque, VHC, Vision-Based Semantic Segmentation in Scene Understanding for Autonomous Driving: Recent Achievements, Challenges, and Outlooks, «IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS», 2022, 23, pp. 22694 - 22715 [Scientific article] Open Access
Mora, Alessio; Fantini, Davide; Bellavista, Paolo, Federated Learning Algorithms with Heterogeneous Data Distributions: An Empirical Evaluation, in: Proceedings of the 7th IEEE/ACM Symposium on Edge Computing, IEEE, 2022, pp. 336 - 341 (atti di: 7th IEEE/ACM Symposium on Edge Computing (SEC 2022), Seattle, WA, USA, December 5-8, 2022) [Contribution to conference proceedings]