1. B. McMahan, E. Moore, D. Ramage, S. Hampson, B.A. y Arcas, Communication-efficient learning of deep networks from decentralized data, in Proc. International Conference on Artificial Intelligence and Statistics, Ft. Lauderdale, FL, USA, April (2017)
2. D. Alistarh, D. Grubic, J. Li, R. Tomioka, M. Vojnovic, QSGD: Communication-efficient SGD via gradient quantization and encoding, in Proc. Advances in Neural Information Processing Systems (NIPS), Long Beach, CA, USA, Dec. (2017)
3. J. Konečnỳ, H.B. McMahan, D. Ramage, P. Richtárik, Federated optimization: Distributed machine learning for on-device intelligence. Preprint. arXiv:1610.02527 (2016)
4. Y. LeCun, The MNIST database of handwritten digits. http://yann.lecun.com/exdb/mnist/
5. Speedtest.net, Speedtest united states market report (2019). [Online]. Available: http://www.speedtest.net/reports/united-states/