Articles by Redwan Ibne Seraj Khan

Empowering the Edge: Breaking Heterogeneity Barriers in Cloud-based ML Training

Optimizing Federated Learning for Heterogeneous Edge Devices

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.

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