A review of machine learning-based failure management in optical networks
Author:
Publisher
Springer Science and Business Media LLC
Subject
General Computer Science
Link
https://link.springer.com/content/pdf/10.1007/s11432-022-3557-9.pdf
Reference89 articles.
1. Musumeci F, Rottondi C, Corani G, et al. A tutorial on machine learning for failure management in optical networks. J Lightwave Technol, 2019, 37: 4125–4139
2. Rafique D, Velasco L. Machine learning for network automation: overview, architecture, and applications. J Opt Commun Netw, 2018, 10: D126
3. Musumeci F, Rottondi C, Nag A, et al. An overview on application of machine learning techniques in optical networks. IEEE Commun Surv Tut, 2019, 21: 1383–1408
4. Khan F N, Fan Q, Lu C, et al. An optical communication’s perspective on machine learning and its applications. J Lightwave Technol, 2019, 37: 493–516
5. Musumeci F. Machine learning for failure management in optical networks. In: Proceedings of Optical Fiber Communication Conference and Exhibition (OFC), San Francisco, 2021
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