Elia Guerra

According to our database, Elia Guerra authored at least 8 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

The implications of decentralization in blockchained federated learning: Evaluating the impact of model staleness and inconsistencies.

Francesc Wilhelmi, Nima Afraz, Elia Guerra, Paolo Dini

Comput. Networks, 2024

Energy-Aware Decentralized Learning with Intermittent Model Training.

Martijn de Vos, Akash Dhasade, Paolo Dini, Elia Guerra, Anne-Marie Kermarrec, Marco Miozzo, Rafael Pires, Rishi Sharma

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

Energy Minimization for Participatory Federated Learning in IoT Analyzed via Game Theory.

Alessandro Buratto, Elia Guerra, Marco Miozzo, Paolo Dini, Leonardo Badia

Proceedings of the International Conference on Artificial Intelligence in Information and Communication , 2024

2023

The Cost of Training Machine Learning Models Over Distributed Data Sources.

Elia Guerra, Francesc Wilhelmi, Marco Miozzo, Paolo Dini

IEEE Open J. Commun. Soc., 2023

On the Decentralization of Blockchain-enabled Asynchronous Federated Learning.

Francesc Wilhelmi, Elia Guerra, Paolo Dini

Proceedings of the 9th IEEE International Conference on Network Softwarization, 2023

Towards Energy-Aware Federated Traffic Prediction for Cellular Networks.

Vasileios Perifanis, Nikolaos Pavlidis, Selim F. Yilmaz, Francesc Wilhelmi, Elia Guerra, Marco Miozzo, Pavlos S. Efraimidis, Paolo Dini, Remous-Aris Koutsiamanis

Proceedings of the Eighth International Conference on Fog and Mobile Edge Computing, 2023

Fully Decentralized Client Selection for Energy-Efficient Federated Learning.

Elia Guerra, Marco Miozzo, Paolo Dini

Proceedings of the IEEE Intl Conf on Dependable, 2023

2022

How Much Does It Cost to Train a Machine Learning Model over Distributed Data Sources?

Elia Guerra, Francesc Wilhelmi, Marco Miozzo, Paolo Dini

CoRR, 2022