Search for: All records

Creators/Authors contains: "Zhu, Zuqing"

« Prev Next »

Note: When clicking on a Digital Object Identifier (DOI) number, you will be taken to an external site maintained by the publisher. Some full text articles may not yet be available without a charge during the embargo (administrative interval).
What is a DOI Number?

Some links on this page may take you to non-federal websites. Their policies may differ from this site.

Exploiting Multi-Task Learning to Achieve Effective Transfer Deep Reinforcement Learning in Elastic Optical Networks

https://doi.org/10.1364/OFC.2020.M1B.3

Chen, Xiaoliang ; Proietti, Roberto ; Liu, Che-Yu ; Zhu, Zuqing ; Ben Yoo, S. J. ( January 2020 , Optical Fiber Communication Conference)
null (Ed.)
Full Text Available
DeepRMSA: A Deep Reinforcement Learning Framework for Routing, Modulation and Spectrum Assignment in Elastic Optical Networks

https://doi.org/10.1109/JLT.2019.2923615

Chen, Xiaoliang ; Li, Baojia ; Proietti, Roberto ; Lu, Hongbo ; Zhu, Zuqing ; Yoo, S.J.Ben ( July 2019 , Journal of Lightwave Technology)

Full Text Available
Self-Taught Anomaly Detection With Hybrid Unsupervised/Supervised Machine Learning in Optical Networks

https://doi.org/10.1109/JLT.2019.2902487

Chen, Xiaoliang ; Li, Baojia ; Proietti, Roberto ; Zhu, Zuqing ; Yoo, S. J. ( April 2019 , Journal of Lightwave Technology)

Full Text Available
Demonstration of distributed collaborative learning with end-to-end QoT estimation in multi-domain elastic optical networks

https://doi.org/10.1364/OE.27.035700

Chen, Xiaoliang ; Li, Baojia ; Proietti, Roberto ; Liu, Che-Yu ; Zhu, Zuqing ; Ben Yoo, S. J. ( November 2019 , Optics Express)
Hierarchical Learning for Cognitive End-to-End Service Provisioning in Multi-Domain Autonomous Optical Networks

https://doi.org/10.1109/JLT.2018.2883898

Liu, Gengchen ; Zhang, Kaiqi ; Chen, Xiaoliang ; Lu, Hongbo ; Guo, Jiannan ; Yin, Jie ; Proietti, Roberto ; Zhu, Zuqing ; Yoo, S. J. ( January 2019 , Journal of Lightwave Technology)

Full Text Available
Leveraging Mixed-Strategy Gaming to Realize Incentive-Driven VNF Service Chain Provisioning in Broker-Based Elastic Optical Inter-Datacenter Networks

https://doi.org/10.1364/JOCN.10.00A232

Chen, Xiaoliang ; Zhu, Zuqing ; Guo, Jiannan ; Kang, Sheng ; Proietti, Roberto ; Castro, Alberto ; Yoo, S. J. B. ( January 2018 , Journal of Optical Communications and Networking)