Elia Guerra
Elia Guerra
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The Cost of Training Machine Learning Models over Distributed Data Sources
E Guerra, F Wilhelmi, M Miozzo, P Dini
IEEE Open Journal of the Communications Society 4, 1111-1126, 2023
Towards energy-aware federated traffic prediction for cellular networks
V Perifanis, N Pavlidis, SF Yilmaz, F Wilhelmi, E Guerra, M Miozzo, ...
2023 Eighth International Conference on Fog and Mobile Edge Computing (FMEC …, 2023
On the decentralization of blockchain-enabled asynchronous federated learning
F Wilhelmi, E Guerra, P Dini
2023 IEEE 9th International Conference on Network Softwarization (NetSoft …, 2023
Energy-Aware Decentralized Learning with Intermittent Model Training
A Dhasade, P Dini, E Guerra, AM Kermarrec, M Miozzo, R Pires, ...
arXiv preprint arXiv:2407.01283, 2024
The implications of decentralization in blockchained federated learning: Evaluating the impact of model staleness and inconsistencies
F Wilhelmi, N Afraz, E Guerra, P Dini
Computer Networks 245, 110361, 2024
Energy Minimization for Participatory Federated Learning in IoT Analyzed via Game Theory
A Buratto, E Guerra, M Miozzo, P Dini, L Badia
2024 International Conference on Artificial Intelligence in Information and …, 2024
Fully Decentralized Client Selection for Energy-Efficient Federated Learning
E Guerra, M Miozzo, P Dini
2023 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf …, 2023
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