Empirical Convergence Analysis of Federated Averaging for Failure Prognosis

Author:

Dhada Maharshi,Jain Amit Kumar,Parlikad Ajith Kumar

Funder

Engineering and Physical Sciences Research Council

Publisher

Elsevier BV

Subject

Control and Systems Engineering

Reference17 articles.

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2. Bonawitz, K., Eichner, H., Grieskamp, W., Huba, D., Ingerman, A., Ivanov, V., Kiddon, C., Konecny, J., Maz-zocchi, S., McMahan, H.B., et al. (2019). Towards federated learning at scale: System design. arXiv preprint arXiv:1902.01046.

3. Dhada, M., Salvador Palau, A., and Parlikad, A.K. (2019). Federated learning for collaborative prognosis. COPEN’11, IIT Indore.

4. Maintenance, replacement, and reliability: theory and applications;Jardine,2005

5. Konečcnỳ, J., McMahan, B., and Ramage, D. (2015). Federated optimization: Distributed optimization beyond the datacenter. arXiv preprint arXiv:1511.03575.

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