Federated Learning is a decentralised and privacy-friendly form of machine learning. This means that there is no need for a central database to hold all of the sensitive data, so these data cannot be ...

Thomas, S. and Myakala, P. (2025) Beyond the Cloud: Federated Learning and Edge AI for the Next Decade. Journal of Computer and Communications, 13, 37-50. doi: 10.4236/jcc.2025.132004 .

Rhino Federated Computing Platform (FCP) is a scalable, secure, and production-grade federated computing solution designed to orchestrate both site-specific and federated workflows without requiring ...

To mitigate these issues, decentralized federated learning has been proposed as an alternative. In this framework, the central server is removed, and clients communicate directly with one another ...

One of the biggest obstacles in multi-institutional EHR research is the inconsistency in medical coding systems across ...