Using Active Learning to Decrease Probes for QoT Estimation in Optical Networks
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OSA
Reference4 articles.
1. Performance Analysis of a Data-Driven Quality-of-Transmission Decision Approach on a Dynamic Multicast-Capable Metro Optical Network
2. Machine-Learning Method for Quality of Transmission Prediction of Unestablished Lightpaths
3. Sequential design of computer experiments for the estimation of a probability of failure
4. Fast Parallel Kriging-Based Stepwise Uncertainty Reduction With Application to the Identification of an Excursion Set
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1. On the Generalization of Machine-Learning-aided QoT Estimation in Optical Networks;2023 32nd Wireless and Optical Communications Conference (WOCC);2023-05-05
2. A survey on QoT prediction using machine learning in optical networks;Optical Fiber Technology;2022-01
3. A QoT prediction technique based on machine learning and NLSE for QoS and new lightpaths in optical communication networks;Frontiers of Optoelectronics;2021-01-05
4. Scalable for Cloud-native Transport SDN Controller Using GNPy and Machine Learning techniques for QoT estimation;Optical Fiber Communication Conference (OFC) 2021;2021
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