1. J. Dean, G. Corrado, R. Monga, C. Kai, M. Devin, M. Mao, M. Ranzato, A. Senior, P. Tucker, K. Yang, Q. Le, A. Ng, Large Scale Distributed Deep Networks, in: Advances in Neural Information Processing Systems, vol. 25, 2012, pp. 1223–1231.
2. Distributed optimization with arbitrary local solvers;Ma;Optim. Methods Softw.,2017
3. Advances and open problems in federated learning;Kairouz;Found. Trends® Mach. Learn.,2021
4. FedSa: A staleness-aware asynchronous federated learning algorithm with non-IID data;Chen;Future Gener. Comput. Syst.,2021
5. A survey on security and privacy of federated learning;Mothukuri;Future Gener. Comput. Syst.,2021