Machine learning framework for timely soft-failure detection and localization in elastic optical networks

S Behera, T Panayiotou, G Ellinas - Journal of Optical …, 2023 - opg.optica.org
This work proposes a soft-failure evolution and localization framework to detect and localize
the root cause of future hard-failure incidents in a timely manner enabling repair actions to …

Data Labeling Using Unsupervised Cascaded Pre-training with Fused Multi-port Data for Optical Failure Management

W Yang, C Zhang, D Wang, H Zhu, X Xu… - Optical Fiber …, 2024 - opg.optica.org
Conference title, upper and lower case, bolded, 18 point type, centered Page 1 Data
Labeling Using Unsupervised Cascaded Pre-training with Fused Multi-port Data for Optical …

Llama-Log: Optical Network Log Parsing with Fine-Tuned Large Language Model

L Xiangbin, Y Pang, Y Liu, Y Huan… - 2024 22nd …, 2024 - ieeexplore.ieee.org
Llama-Log: Optical Network Log Parsing with Fine-Tuned Large Language Model Page 1
Llama-Log: Optical Network Log Parsing with Fine-Tuned Large Language Model Xiangbin …