Author

Tymoteusz Miller

University of Szczecin

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Open access Jul 2026

Can Federated Learning Go Green? EcoFL: A System-Level Energy-Aware Benchmark for IoT Edge Intelligence

EcoFL (Energy-Conscious Federated Learning), a modular, energy-aware benchmarking and orchestration framework for systematic evaluation of lightweight machine learning models under emulated edge hardware constraints, is presented.

Tymoteusz Miller, Irmina Durlik · Journal of Low Power Electro... · 0 citations