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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Reza Namvar

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2026

FLEAT: Energy-Accuracy Trade-off in Federated Learning over Heterogeneous Edge Devices

This work proposes FLEAT (Federated Learning Energy and Accuracy Tuning), a framework that jointly optimizes energy efficiency and model accuracy via dynamic local update adaptation and gradient-informed layer-wise pruning, offering a scalable solution for energy-accuracy equilibrium in heterogeneous FL deployments.

Javad Dogani, Reza Namvar, Masoumeh Khodarahmi et al. · 0 citations

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