This paper provides a comprehensive study of Federated Learning (FL) with an emphasis on enabling software and hardware platforms, protocols, real-life applications and use …
Federated learning (FL) is a rapidly growing research field in machine learning. However, existing FL libraries cannot adequately support diverse algorithmic development; …
Federated learning promises to use the computational power of edge devices while maintaining user data privacy. Current frameworks, however, typically make the unrealistic …