PCA-Assisted Fuzzy Clustering Approach for Soft-Failure Detection in Optical Networks
Author:
Affiliation:
1. Institute of Technology, Federal University of Pará,Belém,Brazil
2. Los Alamos National Laboratory,Los Alamos,USA
3. Scuola Superiore Sant'Anna,Pisa,Italy
4. Chalmers University of Technology,Department of Electrical Engineering,Gothenburg,Sweden
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx8/10582547/10582564/10582591.pdf?arnumber=10582591
Reference11 articles.
1. Optical network security management: requirements, architecture, and efficient machine learning models for detection of evolving threats;Marija;Journal of Optical Communications and Networking,2021
2. Network management automation in 5G: Challenges and opportunities
3. Design of Low-Margin Optical Networks
4. An Overview on Application of Machine Learning Techniques in Optical Networks
5. Learning From the Optical Spectrum: Failure Detection and Identification
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