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 charging and unmetered network access. Energy is not a side constraint on mobile federation....