QuantFL: Sustainable Federated Learning for Edge IoT via Pre-Trained Model Quantisation

Charuka Herath, Yogachandran Rahulamathavan, Varuna De Silva +1

Federated Learning (FL) enables privacy-preserving intelligence on Internet of Things (IoT) devices but incurs a significant carbon footprint due to the high energy cost of frequen…