Empowering the Edge: Breaking Heterogeneity Barriers in Cloud-based ML Training
Optimizing Federated Learning for Heterogeneous Edge Devices
- Nov. 25, 2024 by
- Redwan Ibne Seraj Khan
Learn how researcher Redwan Khan uses Chameleon to develop FedCaSe, an innovative framework that tackles the challenges of distributed machine learning across diverse edge devices. This groundbreaking research demonstrates up to 29x improvement in client participation and 81x better data access efficiency, paving the way for more accessible and efficient AI systems.