Federated Learning Optimization: A Comparative Study of Data and Model Exchange Strategies in Dynamic Networks

Alka Luqman, Yeow Wei Liang Brandon, Anupam Chattopadhyay

The promise and proliferation of large-scale dynamic federated learning gives rise to a prominent open question - is it prudent to share data or model across nodes, if efficiency o…