An Experiment Study on Federated Learning Testbed

Author:

Shen Cheng,Xue Wanli

Publisher

Springer Singapore

Reference7 articles.

1. Hard A, Rao K, Mathews R, Ramaswamy S, Beaufays F, Augenstein S, Eichner H, Kiddon C, Ramage D (2018) Federated learning for mobile keyboard prediction. arXiv preprint arXiv:1811.03604

2. Konečnỳ J, McMahan B, Ramage D (2015) Federated optimization: distributed optimization beyond the datacenter. arXiv preprint arXiv:1511.03575

3. Konečnỳ J, McMahan HB, Yu FX, Richtárik P, Suresh AT, Bacon D (2016) Federated learning: strategies for improving communication efficiency. arXiv preprint arXiv:1610.05492

4. Li T, Sahu AK, Talwalkar A, Smith V (2020) Federated learning: challenges, methods, and future directions. IEEE Signal Processing Magazine 37(3):50–60

5. PySyft: Federated learning of a recurrent neural network for text classification. https://github.com/OpenMined/PySyft/blob/master/examples/tutorials/advanced/Federated%20Recurrent%20Neural%20Network.ipynb

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