Adaptive Federated Learning in Resource Constrained Edge Computing Systems
Adaptive Federated Learning in Resource Constrained Edge Computing Systems
Emerging technologies and applications including Internet of Things, social networking, and crowd-sourcing generate large amounts of data at the network edge. Machine learning models are often built from the collected data, to enable the detection, classification, and prediction of future events. Due to bandwidth, storage, and privacy concerns, it is …