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Elia Guerra
ORCID
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 8
Top Topics
Distributed Data Sources
Energy Efficient
Traffic Management
Cellular Networks
Top Venues
CoRR
NetSoft
IEEE Open J. Commun. Soc.
FMEC
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Publications
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Elia Guerra
,
Francesc Wilhelmi
,
Marco Miozzo
,
Paolo Dini
The Cost of Training Machine Learning Models Over Distributed Data Sources.
IEEE Open J. Commun. Soc.
4 (2023)
Francesc Wilhelmi
,
Elia Guerra
,
Paolo Dini
On the Decentralization of Blockchain-enabled Asynchronous Federated Learning.
NetSoft
(2023)
Vasileios Perifanis
,
Nikolaos Pavlidis
,
Selim F. Yilmaz
,
Francesc Wilhelmi
,
Elia Guerra
,
Marco Miozzo
,
Pavlos S. Efraimidis
,
Paolo Dini
,
Remous-Aris Koutsiamanis
Towards Energy-Aware Federated Traffic Prediction for Cellular Networks.
CoRR
(2023)
Elia Guerra
,
Marco Miozzo
,
Paolo Dini
Fully Decentralized Client Selection for Energy-Efficient Federated Learning.
DASC/PiCom/CBDCom/CyberSciTech
(2023)
Vasileios Perifanis
,
Nikolaos Pavlidis
,
Selim F. Yilmaz
,
Francesc Wilhelmi
,
Elia Guerra
,
Marco Miozzo
,
Pavlos S. Efraimidis
,
Paolo Dini
,
Remous-Aris Koutsiamanis
Towards Energy-Aware Federated Traffic Prediction for Cellular Networks.
FMEC
(2023)
Francesc Wilhelmi
,
Nima Afraz
,
Elia Guerra
,
Paolo Dini
The Implications of Decentralization in Blockchained Federated Learning: Evaluating the Impact of Model Staleness and Inconsistencies.
CoRR
(2023)
Francesc Wilhelmi
,
Elia Guerra
,
Paolo Dini
On the Decentralization of Blockchain-enabled Asynchronous Federated Learning.
CoRR
(2022)
Elia Guerra
,
Francesc Wilhelmi
,
Marco Miozzo
,
Paolo Dini
How Much Does It Cost to Train a Machine Learning Model over Distributed Data Sources?
CoRR
(2022)