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12/02/2022
On the Energy and Communication Efficiency Tradeoffs in Federated and Multi-Task Learning
Recent advances in Federated Learning (FL) have paved the way towards th...
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06/21/2022
An Energy and Carbon Footprint Analysis of Distributed and Federated Learning
Classical and centralized Artificial Intelligence (AI) methods require m...
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03/18/2021
A Framework for Energy and Carbon Footprint Analysis of Distributed and Federated Edge Learning
Recent advances in distributed learning raise environmental concerns due...
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01/09/2021
Opportunities of Federated Learning in Connected, Cooperative and Automated Industrial Systems
Next-generation autonomous and networked industrial systems (i.e., robot...
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12/22/2020