End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things

Yansong Gao, Minki Kim, Sharif Abuadbba +6

This work is the first attempt to evaluate and compare felderated learning (FL) and split neural networks (SplitNN) in real-world IoT settings in terms of learning performance and…