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Paolo Dini

Energy-Aware Decentralized Learning with Intermittent Model Training

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Jul 01, 2024
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Mobile Traffic Prediction at the Edge through Distributed and Transfer Learning

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Oct 22, 2023
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The Implications of Decentralization in Blockchained Federated Learning: Evaluating the Impact of Model Staleness and Inconsistencies

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Oct 11, 2023
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Towards Energy-Aware Federated Traffic Prediction for Cellular Networks

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Sep 19, 2023
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How Much Does It Cost to Train a Machine Learning Model over Distributed Data Sources?

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Sep 15, 2022
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To Compute or not to Compute? Adaptive Smart Sensing in Resource-Constrained Edge Computing

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Sep 05, 2022
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On the Decentralization of Blockchain-enabled Asynchronous Federated Learning

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May 20, 2022
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Federated Spatial Reuse Optimization in Next-Generation Decentralized IEEE 802.11 WLANs

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Mar 20, 2022
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Blockchain-enabled Server-less Federated Learning

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Dec 15, 2021
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Distributed Deep Reinforcement Learning for Functional Split Control in Energy Harvesting Virtualized Small Cells

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Aug 07, 2020
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