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FedGuard: Leader-Aware Fault-Tolerant Federated Learning in the Cloud-Edge Continuum

Juan Aznar-Poveda, Stefan Pedratscher, Peter Burger, Abolfazl Younesi, Marlon Etheredge, Zahra Najafabadi Samani, Peter Thoman, Thomas Fahringer. FedGuard: Leader-Aware Fault-Tolerant Federated Learning in the Cloud-Edge Continuum. In Proceedings of the 18th IEEE/ACM International Conference on Utility and Cloud Computing, UCC 2025, Nantes, France, December 1-4, 2025. ACM, 2025. [doi]

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