A Federated Learning Framework for IoT: Application to Industry 4.0. - Hamza Safri; Mohamed Mehdi Kandi; Youssef Miloudi; Christophe Bortolaso; Denis Trystram; Frédéric Desprez (CCGRID, 2022)

Towards Developing a Global Federated Learning Platform for IoT. - Hamza Safri; Mohamed Mehdi Kandi; Youssef Miloudi; Christophe Bortolaso; Denis Trystram; Frédéric Desprez (ICDCS, 2022)

A Workflow Management System Approach To Federated Learning: Application to Industry 4.0. - Hamza Safri; George Papadimitriou 002; Frédéric Desprez; Ewa Deelman (DCOSS-IoT, 2024)

Dynamic Tracking, MLOps, and Workflow Integration: Enabling Transparent Reproducibility in Machine Learning. - Hamza Safri; George Papadimitriou 002; Ewa Deelman (e-Science, 2024)