Battery-Aware Dynamic Adaptive Low-Power Device Selection for IoT-Enabled FL Networks
The integration of Internet of Things (IoT) and Federated Learning (FL) marks a significant step towards pervasiveness, supported by distributed computational resources and enhanced by 5G advancements. However, the efficient and sustainable operation of IoT-enabled FL systems faces critical challenges, particularly in...