Project information

  • Category: MEng. Project
  • About: Federated Learning with Non-IID Clients
  • Project Advisor: Prof. Qing Zhao
  • Project Partner: Owen Deng

Project Goals

  • Explore the impact of fraction of client participation, frequency of communication, and minibatch size on Federated Learning outcomes.
  • Investigate the optimal client-server communication policy to save cost and time.
  • Experiment with different Federated Learning Algorithm using central neural networks and improve on their perfromances.