Publications

Selected Journal Papers

Bita Fatemipour, Zhe Zhang, Marc St-Hilaire, “A Survey on Replica Transfer Optimization Schemes in Geographically Distributed Data Centers,” IEEE Transactions on Network and Service Management, early access.

Zhe Zhang, Marc St-Hilaire, Xin Wei, Haiwei Dong and AAbdulmotaleb El Saddik, “How to Cache Important Contents for Multi-modal Service in Dynamic Networks: A DRL-based Caching Scheme,” IEEE Transactions on Multimedia, vol. 26, pp. 7372-7385, April, 2024.

Zhe Zhang, Xin Wei and Zhicai Zhang, “A Prediction-based Traffic Scheduling Framework for Multimedia Services in Dynamic Networks,” IEEE Communications Letters, vol. 28, no. 3, pp. 727-731, March 2024.

Fang Fu, Xiangpeng Wei, Zhicai Zhang, Laurence T. Yang, Lin Cai, Jia Luo, Zhe Zhang, Chenmeng Wang, “Age of Information Minimization for UAV-assisted Internet of Things Networks: A Safe Actor-Critic with Policy Distillation Approach,” IEEE Transactions on Network Science and Engineering, vol. 11, no. 1, pp. 1265-1276, January, 2024.

Mingzi Chen, Xin Wei, Peizhong Xie, Zhe Zhang, “QoE oriented intelligent online learning evaluation technology in B5G scenario,” Elsevier Digital Communications and Networks, vol. 10, no. 1, 7-15, February, 2024.

Zhe Zhang, Chung-Horng Lung, Xin Wei, Mingkai Chen, Subhajit Chatterjee and Zhicai Zhang, “In-network Caching for ICN-based IoT (ICN-IoT): A Comprehensive Survey,” IEEE Internet of Things Journal, vol. 10, no. 16, pp. 14595-14620, August, 2023.

Zhe Zhang, Xin Wei, Chung-Horng Lung, Yu Zhao, “iCache: An Intelligent Caching Scheme for Dynamic Network Environments in ICN-based IoT Networks,” IEEE Internet of Things Journal, vol. 10, no. 2, pp. 1787-1799, January, 2023.

Xiang Liu, Xiaoying Tan, Yuchun Guo, Yishuai Chen, Zhe Zhang, “CSTRM: Contrastive Self-Supervised Trajectory Representation Model for trajectory similarity computation”, Elsevier Computer Communications, January, 2022.

Zhe Zhang, Chung-Horng Lung, Marc St-Hilaire, Ioannis Lambadaris, “Smart Proactive Caching: Empower the Video Delivery for Autonomous Vehicles in ICN-5G Networks,” IEEE Transactions on Vehicular Technology, vol. 69, no. 7, pp. 7955-7965, July, 2020.

Zhe Zhang, Chung-Horng Lung, Marc St-Hilaire, Ioannis Lambadaris, “An SDN-based Caching Decision Policy for Video Caching in Information-centric Networking,” IEEE Transactions on Multimedia, vol. 22, no. 4, pp. 1069-1083, April, 2020.

Zhe Zhang, Chung-Horng Lung, Ioannis Lambadaris, Marc St-Hilaire, “When 5G Meets ICN: An ICN-based caching approach for mobile video in 5G networks,” Elsevier Computer Communications, vol. 118, pp. 81-92, March, 2018.

Selected Conference Papers

Zhe Zhang, Mingkai Chen, Jiehan Zhou, “A Lightweight Cache-Assisted Data Recovery Mechanism for Latency-Critical Data in IIoT,” 2023 International Conference on Wireless Communications and Signal Processing (WCSP 2023), Hangzhou, China, November, 2023.

Zhe Zhang, Chung-Horng Lung, Marc St-Hilaire, Ioannis Lambadaris, “Smart Caching: Empower the Video Delivery for 5G-ICN Networks,” Proceedings of the 2019 IEEE International Conference on Communications (ICC 2019), Shanghai, China, May, 2019.

Zhe Zhang, Chung-Horng Lung, Ioannis Lambadaris, Marc St-Hilaire, “IoT Data Lifetime-based Cooperative Caching Scheme for ICN-IoT Networks,” Proceedings of the 2018 IEEE International Conference on Communications (ICC 2018), Kansas City, MO, USA, May, 2018.

Zhe Zhang, Chung-Horng Lung, Ioannis Lambadaris, Marc St-Hilaire, Sankarshan Nagaraja Rao, “Router Position-based Cooperative Caching for Video-on-Demand in Information-Centric Networking,” Proceedings of the 2017 conference on 41st Annual IEEE Computer Software and Applications Conference (COMPSAC), Torino, Italy, July, 2017.

Biao Liang, Yuchun Guo, Yishuai Chen and Zhe Zhang, “An improved cache strategy based on WSP cooperation,” 2015 IEEE 9th International Conference on Anti-counterfeiting, Security, and Identification (ASID), Xiamen, September, 2015.