Reliability-Oriented RSA Combined with Reinforcement Learning in Elastic Optical Networks-Reference-Cited by-同舟云学术

Reliability-Oriented RSA Combined with Reinforcement Learning in Elastic Optical Networks

Published:2022-08-12 Issue: Volume: Page:
ISSN:
Container-title:2022 20th International Conference on Optical Communications and Networks (ICOCN)
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Author:

Jiao Yurong¹,Yin Shan¹,Jin Tianyu¹,Liu Lihao¹,Zhao Ligang¹,Huang Shanguo¹

Affiliation:

1. Beijing University of Posts and Telecommunications,State Key Laboratory of Information Photonics and Optical Communications,Beijing,China,100876

Funder

National Natural Science Foundation of China

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/9900493/9900919/09901238.pdf?arnumber=9901238

Reference6 articles.

1. Deep-RMSA: A Deep-Reinforcement-Learning Routing, Modulation and Spectrum Assignment Agent for Elastic Optical Networks;chen;The Optical Fiber Communication Conference and Exposition (OFC),2018

2. Modeling failure data by 3-parameter Weibull distribution models

3. Routing and Spectrum Assignment Integrating Machine-Learning-Based QoT Estimation in Elastic Optical Networks

4. A Deep Learning Based RSA Strategy for Elastic Optical Networks

5. A Data Augmented Bayesian Network for Node Failure Prediction in Optical Networks

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