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Francesc Wilhelmi

Machine Learning & Wi-Fi: Unveiling the Path Towards AI/ML-Native IEEE 802.11 Networks

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May 19, 2024
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Continuous Multi-Link Operation: A Contention-Free Mechanism for the Unlicensed Spectrum

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May 15, 2024
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Distributed Learning for Wi-Fi AP Load Prediction

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Apr 22, 2024
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AI/ML-based Load Prediction in IEEE 802.11 Enterprise Networks

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Oct 11, 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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Throughput Analysis of IEEE 802.11bn Coordinated Spatial Reuse

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Sep 17, 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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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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