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Energy-Aware Federated Learning for Smart Farms by rohma.wulandari is a document available to read on EtoBox.

The document presents SusFL, an energy-aware federated learning system designed for sustainable smart farming, which addresses health monitoring challenges due to fluctuating energy levels of solar sensors. It utilizes a wireless sensor network to monitor livestock health, employing game theory for intelligent client selection to optimize energy use while maintaining system performance. Experimental results demonstrate that SusFL significantly improves energy efficiency, social welfare, and system reliabili

Author
rohma.wulandari
Language
EN