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]

@inproceedings{Aznar-PovedaPBY25,
  title = {FedGuard: Leader-Aware Fault-Tolerant Federated Learning in the Cloud-Edge Continuum},
  author = {Juan Aznar-Poveda and Stefan Pedratscher and Peter Burger and Abolfazl Younesi and Marlon Etheredge and Zahra Najafabadi Samani and Peter Thoman and Thomas Fahringer},
  year = {2025},
  doi = {10.1145/3773274.3774690},
  url = {https://doi.org/10.1145/3773274.3774690},
  researchr = {https://researchr.org/publication/Aznar-PovedaPBY25},
  cites = {0},
  citedby = {0},
  booktitle = {Proceedings of the 18th IEEE/ACM International Conference on Utility and Cloud Computing, UCC 2025, Nantes, France, December 1-4, 2025},
  publisher = {ACM},
  isbn = {979-8-4007-2285-1},
}