Cognitive assurance architecture for optical network fault management

D Rafique, T Szyrkowiec, H Grießer… - Journal of Lightwave …, 2018 - opg.optica.org
In face of staggering traffic growth driven by cloud-based platforms, modern optical networks—
forming the backbone of such connectivity—are faced with increasing requirements in terms …

Anomaly prediction with hybrid supervised/unsupervised deep learning for elastic optical networks: a multi-index correlative approach

H Yang, Y Wan, Q Yao, B Bao, C Li, Z Sun… - Journal of Lightwave …, 2022 - opg.optica.org
With the emergence of new services, the complex optical network environment makes it
more difficult to predict network anomalies. This paper proposes a multi-index anomaly …