Calibrated Probabilistic QoT Regression for Unestablished Lightpaths in Optical Networks-Reference-Cited by-同舟云学术

Calibrated Probabilistic QoT Regression for Unestablished Lightpaths in Optical Networks

Published:2022-08-22 Issue: Volume: Page:
ISSN:
Container-title:2022 International Balkan Conference on Communications and Networking (BalkanCom)
language:
Short-container-title:

Author:

Di Cicco Nicola¹,Ibrahimi Memedhe¹,Rottondi Cristina²,Tornatore Massimo¹

Affiliation:

1. Politecnico di Milano

2. Politecnico di Torino

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/9900485/9900511/09900791.pdf?arnumber=9900791

Reference22 articles.

1. Accurate Quality of Transmission Estimation With Machine Learning

2. On the Robustness of a ML-based Method for QoT Tool Parameter Refinement in Partially Loaded Networks

3. Associating machine-learning and analytical models for quality of transmission estimation: combining the best of both worlds

4. Machine learning regression for QoT estimation of unestablished lightpaths

5. Ad-Hoc, Mobile, and Wireless Networks: 19th International Conference on Ad-Hoc Networks and Wireless;grieco;ADHOC-NOW 2020 Bari Italy October 19–21 2020 Proceedings,2020

Cited by 6 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. CLARA+: dual machine learning optimized resource assignment for translucent SDM-EONs;Journal of Optical Communications and Networking;2024-09-06

2. Vertical Federated Learning for Failure Localization in Partially Disaggregated Optical Networks;2024 IEEE 25th International Conference on High Performance Switching and Routing (HPSR);2024-07-22

3. Innovative Cross-Layer Optimization Techniques for the Design of Optical Networks;SpringerBriefs in Applied Sciences and Technology;2024

4. Probabilistic low-margin optical-network design with multiple physical-layer parameter uncertainties;Journal of Optical Communications and Networking;2023-06-02

5. Uncertainty-Aware QoT Forecasting in Optical Networks with Bayesian Recurrent Neural Networks;ICC 2023 - IEEE International Conference on Communications;2023-05-28