Speed Up Federated Learning in Heterogeneous Environment: A Dynamic Tiering Approach

Seyed Mahmoud Sajjadi Mohammadabadi, Syed Zawad, Feng Yan +1

Federated learning (FL) enables collaboratively training a model while keeping the training data decentralized and private. However, one significant impediment to training a model…