Optimize energy consumption in Federated Learning on mobile devices
Instruction: Propose strategies to reduce energy consumption of Federated Learning processes on mobile devices.
Context: Candidates need to address the challenge of optimizing energy consumption for Federated Learning on battery-powered devices, ensuring sustainability.
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I would optimize energy use by reducing local compute, update size, and participation frequency, and by scheduling training only when device conditions are favorable, such as...