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Zuqing Zhu
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Publications
- 2020
- [c81]Xiaoliang Chen, Roberto Proietti, Che-Yu Liu, Zuqing Zhu, S. J. Ben Yoo:
Exploiting Multi-Task Learning to Achieve Effective Transfer Deep Reinforcement Learning in Elastic Optical Networks. OFC 2020: 1-3 - 2019
- [j68]Roberto Proietti, Xiaoliang Chen, Kaiqi Zhang, Gengchen Liu, Mohammadsadegh Shamsabardeh, Alberto Castro, Luis Velasco, Zuqing Zhu, S. J. Ben Yoo:
Experimental Demonstration of Machine-Learning-Aided QoT Estimation in Multi-Domain Elastic Optical Networks with Alien Wavelengths. JOCN 11(1): A1-A10 (2019) - [j67]Xiaoliang Chen, Zuqing Zhu, Roberto Proietti, S. J. Ben Yoo:
On Incentive-Driven VNF Service Chaining in Inter-Datacenter Elastic Optical Networks: A Hierarchical Game-Theoretic Mechanism. IEEE Trans. Netw. Serv. Manag. 16(1): 1-12 (2019) - [c74]Xiaoliang Chen, Baojia Li, Roberto Proietti, Zuqing Zhu, S. J. Ben Yoo:
Multi-Agent Deep Reinforcement Learning in Cognitive Inter-Domain Networking with Multi-Broker Orchestration. OFC 2019: 1-3 - [i2]Xiaoliang Chen, Baojia Li, Roberto Proietti, Hongbo Lu, Zuqing Zhu, S. J. Ben Yoo:
DeepRMSA: A Deep Reinforcement Learning Framework for Routing, Modulation and Spectrum Assignment in Elastic Optical Networks. CoRR abs/1905.02248 (2019) - 2018
- [j59]Xiaoliang Chen, Muqing Zhou, Shilin Zhu, Sheng Kang, Lu Sun, Zuqing Zhu:
Optimizing FIPP-p-Cycle Protection Design to Realize Availability-Aware Elastic Optical Networks. IEEE Commun. Lett. 22(1): 65-68 (2018) - [j56]Xiaoliang Chen, Zuqing Zhu, Jiannan Guo, Sheng Kang, Roberto Proietti, Alberto Castro, S. J. Ben Yoo:
Leveraging Mixed-Strategy Gaming to Realize Incentive-Driven VNF Service Chain Provisioning in Broker-Based Elastic Optical Inter-Datacenter Networks. JOCN 10(2): A232-A240 (2018) - [c68]Xiaoliang Chen, B. Li, Mohammadsadegh Shamsabardeh, Roberto Proietti, Zuqing Zhu, S. J. Ben Yoo:
On Real-Time and Self-Taught Anomaly Detection in Optical Networks Using Hybrid Unsupervised/Supervised Learning. ECOC 2018: 1-3 - [c61]Xiaoliang Chen, Jiannan Guo, Zuqing Zhu, Roberto Proietti, Alberto Castro, S. J. Ben Yoo:
Deep-RMSA: A Deep-Reinforcement-Learning Routing, Modulation and Spectrum Assignment Agent for Elastic Optical Networks. OFC 2018: 1-3 - [c58]Gengchen Liu, Kaiqi Zhang, Xiaoliang Chen, Hongbo Lu, Jiannan Guo, Jie Yin, Roberto Proietti, Zuqing Zhu, S. J. Ben Yoo:
The First Testbed Demonstration of Cognitive End-to-End Optical Service Provisioning with Hierarchical Learning across Multiple Autonomous Systems. OFC 2018: 1-3 - [c57]Roberto Proietti, Xiaoliang Chen, Alberto Castro, Gengchen Liu, Hongbo Lu, Kaiqi Zhang, Jiannan Guo, Zuqing Zhu, Luis Velasco, S. J. Ben Yoo:
Experimental Demonstration of Cognitive Provisioning and Alien Wavelength Monitoring in Multi-domain EON. OFC 2018: 1-3 - 2017
- [c54]Xiaoliang Chen, Jialiang Guo, Zuqing Zhu, Alberto Castro, Roberto Proietti, Hongbo Lu, Mohammadsadegh Shamsabardeh, S. J. Ben Yoo:
Leveraging Deep Learning to Achieve Knowledge-based Autonomous Service Provisioning in Broker-based Multi-Domain SD-EONs with Proactive and Intelligent Predictions of Multi-Domain Traffic. ECOC 2017: 1-3 - [c49]Xiaoliang Chen, Lu Sun, Zuqing Zhu, Hongbo Lu, S. J. Ben Yoo:
On efficient incentive-driven VNF service chain provisioning with mixed-strategy gaming in broker-based EO-IDCNs. OFC 2017: 1-3 - 2016
- [j37]Bin Zhao, Xiaoliang Chen, Jing Zhu, Zuqing Zhu:
Survivable Control Plane Establishment With Live Control Service Backup and Migration in SD-EONs. JOCN 8(6): 371-382 (2016) - [j35]Xiaoliang Chen, Fan Ji, Shilin Zhu, Qinkun Bao, Zuqing Zhu:
Availability-aware service provisioning in SD-EON-based inter-datacenter networks. Photonic Netw. Commun. 31(3): 543-549 (2016) - [c44]Jie Yin, Heqing Yin, Siqi Liu, Zhi Zhou, Xiaoliang Chen, Zuqing Zhu:
On-Demand and Reliable vSD-EON Provisioning with Correlated Data and Control Plane Embedding. GLOBECOM 2016: 1-6 - [c40]Alberto Castro, Alba P. Vela, Lluis Gifre, Roberto Proietti, C. Chen, Jie Yin, Xiaoliang Chen, Z. Cao, Zuqing Zhu, Vaibhawa Mishra, Luis Velasco, S. J. Ben Yoo:
Experimental demonstration of heterogeneous cross stratum broker for scientific applications. OFC 2016: 1-3 - [c39]Lu Sun, Shilin Zhu, Xiaoliang Chen, Zuqing Zhu, Alberto Castro, S. J. Ben Yoo:
Broker-based multi-task gaming to facilitate profit-driven network orchestration in multi-domain SD-EONs. OFC 2016: 1-3 - [c38]Shilin Zhu, Siyao Meng, Qinkun Bao, Xiaoliang Chen, Zuqing Zhu:
Availability-aware service provisioning in EONs: How efficient will FIPP-p-cycles be? OFC 2016: 1-3 - 2015
- [j31]Zuqing Zhu, Xiaoliang Chen, Cen Chen, Shoujiang Ma, Mingyang Zhang, Lei Liu, S. J. Ben Yoo:
OpenFlow-Assisted Online Defragmentation in Single-/Multi-Domain Software-Defined Elastic Optical Networks [Invited]. JOCN 7(1): A7-A15 (2015) - [j25]Nana Xue, Xiaoliang Chen, Long Gong, Suoheng Li, Daoyun Hu, Zuqing Zhu:
Demonstration of OpenFlow-Controlled Network Orchestration for Adaptive SVC Video Manycast. IEEE Trans. Multim. 17(9): 1617-1629 (2015) - [c36]Xiaoliang Chen, Jie Yin, Cen Chen, Zuqing Zhu, Alberto Casales, S. J. Ben Yoo:
Multi-broker based market-driven service provisioning in multi-domain SD-EONs in nuncooperative game scenarios. ECOC 2015: 1-3 - [c34]Jing Zhu, Xiaoliang Chen, Di Chen, Shilin Zhu, Zuqing Zhu:
Service Provisioning with Energy-Aware Regenerator Allocation in Multi-Domain EONs. GLOBECOM 2015: 1-6 - [c30]Lei Liu, Zuqing Zhu, Xiong Wang, Guanghua Song, Cen Chen, Xiaoliang Chen, Shoujiang Ma, Xiaotao Feng, Roberto Proietti, S. J. Ben Yoo:
Field trial of broker-based multi-domain software-defined heterogeneous wireline-wireless-optical networks. OFC 2015: 1-3 - [c28]Xiaoliang Chen, Shilin Zhu, Di Chen, Shuguang Hu, Chang Li, Zuqing Zhu:
On efficient protection design for dynamic multipath provisioning in elastic optical networks. ONDM 2015: 251-256 - 2014
- [j23]Wei Lu, Shoujiang Ma, Cen Chen, Xiaoliang Chen, Zuqing Zhu:
Implementation and Demonstration of Revenue-Driven Provisioning for Advance Reservation Requests in OpenFlow-Controlled SD-EONs. IEEE Commun. Lett. 18(10): 1727-1730 (2014) - [j20]Xiaoliang Chen, Fan Ji, Zuqing Zhu:
Service Availability Oriented p-Cycle Protection Design in Elastic Optical Networks. JOCN 6(10): 901-910 (2014) - [c27]Cen Chen, Shoujiang Ma, Xiaoliang Chen, Zuqing Zhu, Lei Liu, Xiaotao Feng, S. J. Ben Yoo:
Demonstration of OpenFlow-controlled cooperative resource allocation in a multi-domain SD-EON testbed across multiple nations. ECOC 2014: 1-3 - 2013
- [j12]Xiaoliang Chen, Fan Ji, Yanan Wu, Zuqing Zhu:
Energy-Efficient Resilience in Translucent Optical Networks With Mixed Regenerator Placement. JOCN 5(7): 741-750 (2013) - [j7]Zuqing Zhu, Suoheng Li, Xiaoliang Chen:
Design QoS-Aware Multi-Path Provisioning Strategies for Efficient Cloud-Assisted SVC Video Streaming to Heterogeneous Clients. IEEE Trans. Multim. 15(4): 758-768 (2013) - [c18]Fan Ji, Xiaoliang Chen, Wei Lu, Joel J. P. C. Rodrigues, Zuqing Zhu:
Dynamic p-cycle configuration in spectrum-sliced elastic optical networks. GLOBECOM 2013: 2170-2175 - [c10]Xiaoliang Chen, Fan Ji, Zuqing Zhu:
Energy-efficient protection designs for translucent optical networks using mixed regenerator placement. OFC/NFOEC 2013: 1-3
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