ZoneFL: Zone-Based Federated Learning at the Edge

Author:

Jiang Xiaopeng,Mohammadi Hessamaldin,Borcea Cristian,Phan NhatHai

Publisher

Springer International Publishing

Reference39 articles.

1. Jiang, X., On, T., Phan, N., Mohammadi, H., Mayyuri, V.D., Chen, A., Jin, R., Borcea, C.: Zone-based federated learning for mobile sensing data. In: 2023 IEEE International Conference on Pervasive Computing and Communications (PerCom), pp. 141–148 (2023)

2. McMahan, B., Moore, E., Ramage, D., Hampson, S., y Arcas, B.A.: Communication-efficient learning of deep networks from decentralized data. In: Artificial Intelligence and Statistics, pp. 1273–1282. PMLR (2017)

3. Abbas, N., Zhang, Y., Taherkordi, A., Skeie, T.: Mobile edge computing: A survey. IEEE Internet Things J. 5(1), 450–465 (2017)

4. Murshed, M.S., Murphy, C., Hou, D., Khan, N., Ananthanarayanan, G. and Hussain, F.: Machine learning at the network edge: a survey (2019). arXiv preprint arXiv:1908.00080

5. Ni, J., Muhlstein, L., McAuley, J.: Modeling heart rate and activity data for personalized fitness recommendation. In: The World Wide Web Conference, pp. 1343–1353 (2019)

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