Abstract
Proactive maintenance practice for in-field optical transceivers with the help of data analytics and unsupervised learning is presented. 94% of optical transceivers labeled by the proposed one-class SVM to be high-risk have obvious abnormalities.
© 2021 The Author(s)
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