Journals in Research Topics (Part 1):
All-Optical Data Center Networks:
4. Xuexia Xie, Binjun Tang, Xiaoliang Chen, and Zuqing Zhu, “P4INC-AOI: All-Optical Interconnect Empowered by In-Network Computing for DML Workloads,” IEEE/ACM Transactions on Networking, in Press, 2025 (Corresponding Author).
3. Qian Lv, Yuxiao Zhang, Shuoning Zhang, Ruoxing Li, Ke Meng, Bowen Zhang, Fuguang Huang, Xiaoliang Chen, and Zuqing Zhu, “On the TPE Design to Efficiently Accelerate Hitless Reconfiguration of OCS-based DCNs,” IEEE Journal on Selected Areas in Communications, in Press, 2024 (Corresponding Author).
2. Hao Yang and Zuqing Zhu, “Traffic-aware Configuration of All-Optical Data Center Networks based on Hyper-FleX-LION,” IEEE/ACM Transactions on Networking, vol. 32, no. 3, pp. 2675-2688, Jun. 2024 (Corresponding Author).
1. Hao Yang and Zuqing Zhu, “Acceleration of Coflows with All-Optical Interconnects in Hyper-FleX-LION,” Journal of Optical Communications and Networking, vol. 14, no. 10, pp. 805-814, Oct. 2022 (Corresponding Author).
Hybrid Optical Electrical Data Center Networks:
6. Hao Yang, Xiaoqin Pan, Sicheng Zhao, Binjie Ge, Hang Yu, and Zuqing Zhu, “On the Bilevel Optimization for Remapping Virtual Networks in an HOE-DCN,” IEEE Transactions on Network and Service Management, vol. 19, no. 2, pp. 1274-1286, Jun. 2022 (Corresponding Author).
5. Xiaoqin Pan, Sicheng Zhao, Hao Yang, Shaofei Tang, and Zuqing Zhu, “Scheduling Virtual Network Reconfigurations in Parallel in Hybrid Optical/Electrical Datacenter Networks,” Journal of Lightwave Technology, vol. 39, no. 17, pp. 5371-5382, Sept. 2021 (Corresponding Author).
4. Sicheng Zhao and Zuqing Zhu, “On Virtual Network Reconfiguration in Hybrid Optical/Electrical Datacenter Networks,” Journal of Lightwave Technology, vol. 38, no. 23, pp. 6424-6436, Dec. 2020 (Corresponding Author).
3. Qinhezi Li, Hongqiang Fang, Deyun Li, Jianquan Peng, Jiawei Kong, Wei Lu, and Zuqing Zhu, “Scalable Knowledge-defined Orchestration for Hybrid Optical/Electrical Datacenter Networks,” Journal of Optical Communications and Networking, vol. 12, no. 2, pp. A113-A122, Feb. 2020 (Corresponding Author) (Invited).
2. Wei Lu, Lipei Liang, Bingxin Kong, Baojia Li, and Zuqing Zhu, “AI-Assisted Knowledge-Defined Network Orchestration for Energy-Efficient Data Center Networks,” IEEE Communications Magazine, vol. 58, no. 1, pp. 86-92, Jan. 2020 (Corresponding Author).
1. Hongqiang Fang, Wei Lu, Qinhezi Li, Jiawei Kong, Lipei Liang, Bingxin Kong, and Zuqing Zhu, “Predictive Analytics based Knowledge-Defined Orchestration in a Hybrid Optical/Electrical Datacenter Network Testbed,” Journal of Lightwave Technology, vol. 37, no. 19, pp. 4921-4934, Oct. 2019 (Corresponding Author).
Artificial Intelligence (AI) in Networking, and Network Automation:
a) Deep Learning assisted Network Orchestration
16. Xiaoliang Chen, Zhenlin Ouyang, Hanyu Gao, Gunzhi Lin, and Zuqing Zhu, “Meta-Learning-Aided QoT Estimator Provisioning for Dynamic VNT Configuration in Optical Networks,” Journal of Optical Communications and Networking, vol. 17, no. 1, pp. A103-A111, Jan. 2025 (Corresponding Author).
15. Oscar J. Ciceri, Carlos A. Astudillo, Zuqing Zhu, and Nelson L. S. da Fonseca, “Federated Learning over Next-Generation Ethernet Passive Optical Networks,” IEEE Network, vol. 37, no. 1, pp. 70-76, Jan./Feb. 2023.
14. Silvana Trindade, Ricardo da S. Torres, Zuqing Zhu, and Nelson L. S. da Fonseca, “Cognitive Control-Loop for Elastic Optical Networks with Space-Division Multiplexing,” Sensors, vol. 21, no. 23, pp. 7821, 2021.
13. Baojia Li and Zuqing Zhu, “GNN-based Hierarchical Deep Reinforcement Learning for NFV-Oriented Online Resource Orchestration in Elastic Optical DCIs,” Journal of Lightwave Technology, vol. 40, no. 4, pp. 935-946, Feb. 2022 (Corresponding Author).
12. Baojia Li, Ruyun Zhang, Xiaojian Tian, and Zuqing Zhu, “Multi-Agent and Cooperative Deep Reinforcement Learning for Scalable Network Automation in Multi-Domain SD-EONs,” IEEE Transactions on Network and Service Management, vol. 18, no. 4, pp. 4801-4813, Dec. 2021 (Corresponding Author).
11. Xiaojian Tian, Baojia Li, Rentao Gu, and Zuqing Zhu, “Reconfiguring Multicast Sessions in Elastic Optical Networks Adaptively with Graph-Aware Deep Reinforcement Learning,” Journal of Optical Communications and Networking, vol. 13, no. 11, pp. 253-265, Nov. 2021 (Corresponding Author).
10. Deyun Li, Hongqiang Fang, Xu Zhang, Jin Qi, and Zuqing Zhu, “DeepMDR: A Deep-Learning-assisted Control Plane System for Scalable, Protocol-independent, and Multi-domain Network Automation,” IEEE Communications Magazine, vol. 59, no. 3, pp. 62-68, Mar. 2021 (Corresponding Author).
9. Xu Zhang, Baojia Li, Jianquan Peng, Xiaoqin Pan, and Zuqing Zhu, “You Calculate and I Provision: A DRL-assisted Service Framework to Realize Distributed and Tenant-driven Virtual Network Slicing,” Journal of Lightwave Technology, vol. 39, no. 1, pp. 4-16, Jan. 2021 (Corresponding Author).
8. Xiaoliang Chen, Baojia Li, Roberto Proietti, Che-Yu Liu, Zuqing Zhu, and S. J. Ben Yoo, “Demonstration of Distributed Collaborative Learning with End-to-End QoT Estimation in Multi-Domain Elastic Optical Networks,” Optics Express, vol. 27, no. 24, pp. 35700-35709, 2019.
7. Baojia Li, Wei Lu, and Zuqing Zhu, “Deep-NFVOrch: Leveraging Deep Reinforcement Learning to Achieve Adaptive vNF Service Chaining in EON-DCIs,” Journal of Optical Communications and Networking, vol. 12, no. 1, pp. A18-A27, Jan. 2020 (Corresponding Author) (Invited).
6. Siqi Liu, Bin Niu, Deyun Li, Shaofei Tang, Jawei Kong, Baojia Li, Xiaokang Xie, and Zuqing Zhu, “DL-Assisted Cross-Layer Orchestration in Software-Defined IP-over-EONs: From Algorithm Design to System Prototype,” Journal of Lightwave Technology, vol. 37, no. 17, pp. 4426-4438, Sept. 2019 (Corresponding Author).
5. Xiaoliang Chen, Baojia Li, Roberto Proietti, Hongbo Lu, Zuqing Zhu, and S. J. Ben Yoo, “DeepRMSA: A Deep Reinforcement Learning Framework for Routing, Modulation and Spectrum Assignment in Elastic Optical Networks,” Journal of Lightwave Technology, vol. 37, no. 16, pp. 4155-4163, Aug. 2019.
4. Xiaoliang Chen, Baojia Li, Roberto Proietti, Zuqing Zhu, and S. J. Ben Yoo, “Self-taught Anomaly Detection with Hybrid Unsupervised/Supervised Machine Learning in Optical Networks,” Journal of Lightwave Technology, vol. 37, no. 7, pp. 1742-1749, Apr. 2019 (Invited).
3. Gengchen Liu, Kaiqi Zhang, Xiaoliang Chen, Hongbo Lu, Jiannan Guo, Jie Yin, Roberto Proietti, Zuqing Zhu, and S. J. Ben Yoo, “Hierarchical Learning for Cognitive End-to-End Service Provisioning in Multi-Domain Autonomous Optical Networks,” Journal of Lightwave Technology, vol. 37, no. 1, pp. 218-225, Jan. 2019 (Invited).
2. Roberto Proietti, Xiaoliang Chen, Kaiqi Zhang, Gengchen Liu, Mohammadsadegh Shamsabardeh, Alberto Castro, Luis Velasco, Zuqing Zhu, and S. J. Ben Yoo, “Experimental Demonstration of Machine Learning-aided QoT Estimation in Multi-domain Elastic Optical Networks with Alien Wavelengths,” Journal of Optical Communications and Networking, vol. 11, no. 1, pp. A1-A10, Jan. 2019 (Invited).
1. Baojia Li, Wei Lu, Siqi Liu, and Zuqing Zhu, “Deep-Learning-Assisted Network Orchestration for On-Demand and Cost-Effective vNF Service Chaining in Inter-DC Elastic Optical Networks,” Journal of Optical Communications and Networking, vol. 10, no. 10, pp. D29-D41, Oct. 2018 (Corresponding Author).
b) Network Monitoring and Telemetry
9. Zichen Xu, Ziye Lu, and Zuqing Zhu, “Information-Sensitive In-band Network Telemetry in P4-based Programmable Data Plane,” IEEE/ACM Transactions on Networking, vol. 32, no. 6, pp. 5081-5096, Dec. 2024 (Corresponding Author).
8. Bofan Chen, Feng Chen, Shaofei Tang, Qitao Zheng, and Zuqing Zhu, “On Orchestration of Segment Routing and In-band Network Telemetry,” IEEE Transactions on Network and Service Management, vol. 20, no. 4, pp. 4047-4060, Dec. 2023 (Corresponding Author).
7. Shaofei Tang, Sicheng Zhao, Xiaoqin Pan, and Zuqing Zhu, “How to Use In-band Network Telemetry Wisely: Network-wise Orchestration of Sel-INT,” IEEE/ACM Transactions on Networking, vol. 31, no. 1, pp. 421-435, Feb. 2023 (Corresponding Author).
6. Zichen Xu, Shaofei Tang, and Zuqing Zhu, “Entropy-driven Adaptive INT and Its Applications in Network Automation of IP-over-EONs,” Journal of Selected Topics in Quantum Electronics, vol. 28, no. 4, pp. 3700313, Jul./Aug. 2022 (Invited) (Corresponding Author).5. Qitao Zheng, Shaofei Tang, Bofan Chen, and Zuqing Zhu, “Highly-Efficient and Adaptive Network Monitoring: When INT Meets Segment Routing,” IEEE Transactions on Network and Service Management, vol. 18, no. 3, pp. 2587-2597, Sept. 2021 (Corresponding Author).
4. Siqi Liu, Jiawei Kong, Xiaoqin Pan, Deyun Li, and Zuqing Zhu, “Highly-Efficient and Automatic Spectrum Inspection based on AutoEncoder and Semi-Supervised Learning for Anomaly Detection in EONs,” Journal of Lightwave Technology, vol. 39, no. 5, pp. 1243-1254, Mar. 2021 (Corresponding Author).
3. Shaofei Tang, Jiawei Kong, Bin Niu, and Zuqing Zhu, “Programmable Multilayer INT: An Enabler for AI-assisted Network Automation,” IEEE Communications Magazine, vol. 58, no. 1, pp. 26-32, Jan. 2020 (Corresponding Author).
2. Shaofei Tang, Deyun Li, Bin Niu, Jianquan Peng, and Zuqing Zhu, “Sel-INT: A Runtime-Programmable Selective In-Band Network Telemetry System,” IEEE Transactions on Network and Service Management, vol. 17, no. 2, pp. 708-721, Jun. 2020 (Corresponding Author).
1. Bin Niu, Jiawei Kong, Shaofei Tang, Yingcong Li, and Zuqing Zhu, “Visualize Your IP-over-Optical Network in Realtime: A P4-based Flexible Multilayer In-Band Network Telemetry (ML-INT) System,” IEEE Access, vol. 7, pp. 82413-82423, 2019 (Corresponding Author).
Interplanetary Networks (IPNs):
2. Xiaojian Tian, Xiaoliang Chen, Xixuan Zhou, Nirwan Ansari, and Zuqing Zhu, “On the Rate Control and Information Exchange for Optimizing Data Transfers in IPNs,” IEEE Internet of Things Journal, in Press, 2024 (Corresponding Author).
1. Xiaojian Tian and Zuqing Zhu, “On the Fine-Grained Distributed Routing and Data Scheduling for Interplanetary Data Transfers,” IEEE Transactions on Network and Service Management, vol. 21, no. 1, pp. 451-462, Feb. 2024 (Corresponding Author).
In-Network Computing:
1. Yuhan Xue and Zuqing Zhu, “Hybrid Flow Table Installation: Leveraging External Memory to Enhance Programmable Data Plane Switches for In-Network Computing,” IEEE Transactions on Network and Service Management, vol. 18, no. 1, pp. 429-440, Mar. 2021 (Corresponding Author).
Network Function Virtualization (NFV):
8. Tingyu Li, Zhihuang Ma, and Zuqing Zhu, “st-SFC: Optimizing Dynamic Deployment of Stateful SFCs on P4-based PDP Switches,” IEEE Transactions on Network and Service Management, vol. 21, no. 6, pp. 6658-6669, Dec. 2024 (Corresponding Author).
7. Xuefeng Yan, Nelson L. S. da Fonseca, and Zuqing Zhu, “Self-Adaptive SRv6-INT-Driven System Adjustment in Runtime for Reliable Service Function Chaining,” IEEE Transactions on Network and Service Management, vol. 21, no. 5, pp. 4962-4973, Oct. 2024 (Corresponding Author).
6. Zhihuang Ma, Tingyu Li, Zichen Xu, Nelson L. S. da Fonseca, and Zuqing Zhu, “SFCache: Hybrid NF Synthesization in Runtime with Rule-Caching in Programmable Switches,” IEEE Transactions on Network and Service Management, vol. 21, no. 4, pp. 4613-4624, Aug. 2024 (Corresponding Author).
5. Tingyu Li and Zuqing Zhu, “QoS-aware Management Reconfiguration of vNF Service Trees with Heterogeneous NFV Platforms,” IEEE Transactions on Network and Service Management, vol. 20, no. 2, pp. 2013-2024, Jun. 2023 (Corresponding Author).
4. Yuhan Xue and Zuqing Zhu, “On the Upgrade of Service Function Chains with Heterogeneous NFV Platforms,” IEEE Transactions on Network and Service Management, vol. 18, no. 4, pp. 4311-4323, Dec. 2021 (Corresponding Author).
3. Lu Dong, Nelson L. S. da Fonseca, and Zuqing Zhu, “Application-driven Provisioning of Service Function Chains over Heterogeneous NFV Platforms,” IEEE Transactions on Network and Service Management, vol. 18, no. 3, pp. 3037-3048, Sept. 2021 (Corresponding Author).
2. Kai Han, Shengru Li, Shaofei Tang, Huibai Huang, Sicheng Zhao, Guilu Fu, and Zuqing Zhu, “Application-Driven End-to-End Slicing: When Wireless Network Virtualization Orchestrates with NFV-based Mobile Edge Computing,” IEEE Access, vol. 6, pp. 26567-26577, 2018 (Corresponding Author).
1. Junjie Liu, Wei Lu, Fen Zhou, Ping Lu, and Zuqing Zhu, “On Dynamic Service Function Chain Deployment and Readjustment,” IEEE Transactions on Network and Service Management, vol. 14, no. 3, pp. 543-553, Sept. 2017 (Corresponding Author).
Network Virtualization and Slicing:
5. Sicheng Zhao, Xing Wu, and Zuqing Zhu, “On Parallel and Hitless vSDN Reconfiguration,” IEEE/ACM Transactions on Networking, vol. 28, no. 6, pp. 2657-2670, Dec. 2020 (Corresponding Author).
4. Yuhan Xue, Jianquan Peng, Kai Han, and Zuqing Zhu, “On Table Resource Virtualization and Network Slicing in Programmable Data Plane,” IEEE Transactions on Network and Service Management, vol. 17, no. 1, pp. 319-331, Jan. 2020 (Corresponding Author).
3. Sicheng Zhao, Deyun Li, Kai Han, and Zuqing Zhu, “Proactive and Hitless vSDN Reconfiguration to Balance Substrate TCAM Utilization: From Algorithm Design to System Prototype,” IEEE Transactions on Network and Service Management, vol. 16, no. 2, pp. 647-660, Jun. 2019 (Corresponding Author).
2. Huihui Jiang, Yixiang Wang, Long Gong, and Zuqing Zhu, “Availability-Aware Survivable Virtual Network Embedding (A-SVNE) in Optical Datacenter Networks,” Journal of Optical Communications and Networking, vol. 7, no. 12, pp. 1160-1171, Dec. 2015 (Corresponding Author).
1. Long Gong, Huihui Jiang, Yixiang Wang, and Zuqing Zhu, “Novel Location-Constrained Virtual Network Embedding (LC-VNE) Algorithms Towards Integrated Node and Link Mapping,” IEEE/ACM Transactions on Networking, vol. 24, no. 6, pp. 3648-3661, Dec. 2016 (Corresponding Author).
Inter-Datacenter (DC) Networks:
8. Xiaochuan Yu, Qian Lv, Ruoxing Li, Meihan Wu, Yuxiao Zhang, and Zuqing Zhu, “Network Expansion of Regional DCIs: Optical Circuit Switching versus Electrical Packet Switching,” Journal of Lightwave Technology, vol. 42, no. 20, pp. 7044-7055, Oct. 2024 (Corresponding Author).
7. Yuanhao Liu, Fen Zhou, Cao Chen, Zuqing Zhu, Tao Shang, and Juan-Manuel Torres-Moreno, “Disaster Protection in Inter-DataCenter Networks Leveraging Cooperative Storage,” IEEE Transactions on Network and Service Management, vol. 18, no. 3, pp. 2598-2611, Sept. 2021.
6. Wei Lu, Ping Lu, Quanying Sun, Shui Yu, and Zuqing Zhu, “Profit-Aware Distributed Online Scheduling for Data-Oriented Tasks in Cloud Datacenters,” IEEE Access, vol. 6, pp. 15629-15642, 2018 (Corresponding Author).
5. Xiaokang Xie, Qing Ling, Ping Lu, Wei Xu, and Zuqing Zhu, “Evacuate before Too Late: Distributed Backup in Inter-DC Networks with Progressive Disasters,” IEEE Transactions on Parallel and Distributed Systems, vol. 29, no. 5, pp. 1058-1074, May 2018 (Corresponding Author).
4. Ping Lu, Qing Ling, and Zuqing Zhu, “Maximizing Utility of Time-Constrained Emergency Backup in Inter-Datacenter Networks,” IEEE Communications Letters, vol. 20, no. 5, pp. 890-893, May 2016 (Corresponding Author).
3. Kaiyue Wu, Ping Lu, and Zuqing Zhu, “Distributed Online Scheduling and Routing of Multicast-Oriented Tasks for Profit-Driven Cloud Computing,” IEEE Communications Letters, vol. 20, no. 4, pp. 684-687, Apr. 2016 (Corresponding Author).
2. Ping Lu, Quanying Sun, Kaiyue Wu, and Zuqing Zhu, “Distributed Online Hybrid Cloud Management for Profit-Driven Multimedia Cloud Computing,” IEEE Transactions on Multimedia, vol. 17, no. 8, pp. 1297-1308, Aug. 2015 (Corresponding Author).
1. Jingjing Yao, Ping Lu, Long Gong and Zuqing Zhu, “On Fast and Coordinated Data Backup in Geo-Distributed Optical Inter-Datacenter Networks,” Journal of Lightwave Technology, vol. 33, no. 14, pp. 3005-3015, Jul. 2015 (Corresponding Author).
Cloud Radio Access Networks (C-RANs):
3. Oscar J. Ciceri, Carlos A. Astudillo, Gustavo B. Figueiredo, Zuqing Zhu, and Nelson L. S. da Fonseca, “Resource Allocation in Passive Optical Networks for Low-Latency Mobile Fronthauling Services,” IEEE Network, in Press, 2024.
2. Zhuojia Gu, Hancheng Lu, and Zuqing Zhu, “On Throughput Optimization and Bound Analysis in Cache-Enabled Fiber-Wireless Networks,” IEEE Transactions on Vehicular Technology, vol. 69, no. 8, pp. 9068-9082, Aug. 2020.
1. Lipei Liang, Wei Lu, Massimo Tornatore, and Zuqing Zhu, “Game-Assisted Distributed Decision-Making to Build Virtual TDM-PONs in C-RANs Adaptively,” Journal of Optical Communications and Networking, vol. 9, no. 7, pp. 546-554, Jul. 2017 (Corresponding Author).
Point-to-Multipoint Coherent Optical Transceivers (P2MP-TRXs):
a) Network Planning
4. Meihan Wu, Xiaoliang Chen, Francesco Musumeci, Ruoxing Li, Yuxiao Zhang, Qian Lv, and Zuqing Zhu, “On the Cross-Layer Restoration to Address Packet Layer Failures in P2MP-TRX-based WSONs,” Journal of Optical Communications and Networking, in Press, 2024 (Corresponding Author).
3. Qian Lv, Ruoxing Li, and Zuqing Zhu, “On the Survivable Multilayer Planning of Filterless Optical Networks with P2MP Transceivers,” Journal of Lightwave Technology, vol. 42, no. 6, pp. 1786-1797, Mar. 2024 (Corresponding Author).
2. Ruoxing Li, Qian Lv, and Zuqing Zhu, “On the Network Planning of Wavelength Switched Optical Networks with P2MP Transceivers,” Journal of Lightwave Technology, vol. 42, no. 1, pp. 24-36, Jan. 2024 (Corresponding Author).
1. Yuxiao Zhang, Qian Lv, Ruoxing Li, Xiaojian Tian, and Zuqing Zhu, “Planning of Survivable Wavelength-Switched Optical Networks based on P2MP Transceivers,” IEEE Transactions on Network and Service Management, vol. 20, no. 3, pp. 2331-2342, Sept. 2023 (Corresponding Author).
Security of Network Automation:
4. Xiaoqin Pan, Hao Yang, Zichen Xu, and Zuqing Zhu, “Adversarial Analysis of ML-based Anomaly Detection in Multi-layer Network Automation,” Journal of Lightwave Technology, vol. 40, no. 15, pp. 4934-4944, Aug. 2022 (Corresponding Author).
3. Xiaoqin Pan, Shaofei Tang, Siqi Liu, Jiawei Kong, Xu Zhang, Daoyun Hu, Jin Qi, and Zuqing Zhu, “Privacy-Preserving Multilayer In-Band Network Telemetry and Data Analytics: For Safety, Please do not Report Plaintext Data,” Journal of Lightwave Technology, vol. 38, no. 21, pp. 5855-5866, Nov. 2020 (Corresponding Author).
2. Min Wang, Hancheng Lu, Siqi Liu, and Zuqing Zhu, “How to Mislead AI-assisted Network Automation in SD-IPoEONs: A Comparison Study of DRL- and GAN-based Approaches,” Journal of Lightwave Technology, vol. 38, no. 20, pp. 5574-5585, Oct. 2020 (Corresponding Author).
1. Jiannan Guo and Zuqing Zhu, “When Deep Learning Meets Inter-Datacenter Optical Network Management: Advantages and Vulnerabilities,” Journal of Lightwave Technology, vol. 36, no. 20, pp. 4761-4773, Oct. 2018 (Corresponding Author).
Optical Layer Security:
6. Qian Lv and Zuqing Zhu, “On the Multilayer Planning of Filterless Optical Networks with OTN Encryption,” IEEE/ACM Transactions on Networking, vol. 31, no. 6, pp. 2529-2544, Dec. 2023 (Corresponding Author).
5. Feng Chen, Man Song, Fen Zhou, and Zuqing Zhu, “Security-aware Planning of Packet-over-Optical Networks in Consideration of OTN Encryption,” IEEE Transactions on Network and Service Management, vol. 18, no. 3, pp. 3209-3220, Sept. 2021 (Corresponding Author).
4. Qian Lv, Fen Zhou, and Zuqing Zhu, “On the Bilevel Optimization to Design Control Plane for SDONs in Consideration of Planned Physical-Layer Attacks,” IEEE Transactions on Network and Service Management, vol. 18, no. 3, pp. 3221-3230, Sept. 2021 (Corresponding Author).
3. Jing Zhu and Zuqing Zhu, “Physical-Layer Security in MCF-based SDM-EONs: Would Crosstalk-Aware Service Provisioning be Good Enough?” Journal of Lightwave Technology, vol. 35, no. 22, pp. 4826-4837, Nov. 2017 (Corresponding Author).
2. Jing Zhu, Bin Zhao, and Zuqing Zhu, “Leveraging Game Theory to Achieve Efficient Attack-aware Service Provisioning in EONs,” Journal of Lightwave Technology, vol. 35, no. 10, pp. 1785-1796, May 2017 (Corresponding Author).
1. Jing Zhu, Bin Zhao, Wei Lu, and Zuqing Zhu, “Attack-aware Service Provisioning to Enhance Physical-Layer Security in Multi-Domain EONs,” Journal of Lightwave Technology, vol. 34, no. 11, pp. 2645-2655, Jun. 2016 (Corresponding Author).
*Here, the papers labelled with “Corresponding Author” are those whose corresponding author is Prof. Zuqing Zhu.