Zhiqing Tang(唐志清)
Advanced Institute of Natural Sciences
Beijing Normal University
Email: zhiqingtang@bnu.edu.cn
Zhiqing Tang is an Assistant Professor in the Advanced Institute of Natural Sciences at Beijing Normal University. He received the PhD degree in the Department of Computer Science and Engineering at Shanghai Jiao Tong University in 2022, supervised by Prof. Weijia Jia. He was a Postdoc in the State Key Laboratory of Internet of Things for Smart City at University of Macau, working with Prof. Yuan Wu.
His current research interests include edge computing, internet of things, edge intelligence, container scheduling, and resource scheduling.
Education
- Shanghai Jiao Tong University (SJTU)
- Ph.D., Department of Computer Science and Engineering, 2015.09 - 2022.03
- University of Electronic Science and Technology of China (UESTC)
- B.S., School of Information and Communication Engineering, 2011.09 - 2015.06
Employment
- Beijing Normal University (BNU)
- Assistant Professor, Advanced Institute of Natural Sciences, 2022.12 - Present
- University of Macau (UM)
- Postdoctoral Fellow, State Key Laboratory of Internet of Things for Smart City, 2022.07 - 2022.12
- Beijing Normal University (BNU)
- Research Assistant, Institute of AI and Future Networks, 2020.10 - 2022.07
- University of Macau (UM)
- Research Assistant, State Key Laboratory of Internet of Things for Smart City, 2018.07 - 2020.07
Publications
Published (*Corresponding author)
- Pricing Model for Dynamic Resource Overbooking in Edge Computing
Zhiqing Tang, Fuming Zhang, Xiaojie Zhou, Weijia Jia, Wei Zhao
IEEE Transactions on Cloud Computing (TCC), 2023, 11(2): 1970 - 1984. (JCR-Q1) [DOI][PDF] - Layer Dependency-aware Learning Scheduling Algorithms for Containers in Mobile Edge Computing
Zhiqing Tang, Jiong Lou, Weijia Jia
IEEE Transactions on Mobile Computing (TMC), 2023, 22(6): 3444 - 3459. (CCF-A) [DOI] [PDF] - Efficient Container Assignment and Layer Sequencing in Edge Computing
Jiong Lou, Hao Luo, Zhiqing Tang*, Weijia Jia*, Wei Zhao
IEEE Transactions on Services Computing (TSC), 2023, 16(2): 1118 - 1131. (CCF-A) [DOI] [PDF] - Startup-aware Dependent Task Scheduling with Bandwidth Constraints in Edge Computing
Jiong Lou, Zhiqing Tang*, Weijia Jia*, Wei Zhao, Jie Li
IEEE Transactions on Mobile Computing (TMC), 2023, Early Access. (CCF-A) [DOI][PDF] - Energy-efficient Joint Task Assignment and Migration in Data Centers: A Deep Reinforcement Learning Approach
Jiong Lou, Zhiqing Tang*, Weijia Jia*
IEEE Transactions on Network and Service Management (TNSM), 2022, Early Access. (JCR-Q2) [DOI][PDF] - Cost-Effective Scheduling for Dependent Tasks with Tight Deadline Constraints in Mobile Edge Computing
Jiong Lou, Zhiqing Tang*, Songli Zhang, Weijia Jia*, Wei Zhao, Jie Li
IEEE Transactions on Mobile Computing (TMC), 2022, Early Access. (CCF-A) [DOI][PDF] - Representation and Reinforcement Learning for Task Scheduling in Edge Computing
Zhiqing Tang, Weijia Jia, Xiaojie Zhou, Wenmian Yang, Yongjian You
IEEE Transactions on Big Data (TBD), 2022, 8(3): 795-808. (JCR-Q1) [DOI] [PDF] - Efficient Instance Reuse Approach for Service Function Chain Placement in Mobile Edge Computing
Songli Zhang, Weijia Jia, Zhiqing Tang, Jiong Lou, Wei Zhao
Computer Networks (CN), 2022: 109010. (CCF-B) [DOI] [PDF] - Dependent Task Offloading for Multiple Jobs in Edge Computing
Zhiqing Tang, Jiong Lou, Fuming Zhang, Weijia Jia
2020 29th International Conference on Computer Communications and Networks (ICCCN). IEEE, 2020: 1-9. (CCF-C) [DOI] [PDF] - WiFind: Driver fatigue detection with fine-grained Wi-Fi signal features
Weijia Jia, Na Ruan, Hongjian Peng, Zhiqing Tang, Wei Zhao
IEEE Transactions on Big Data (TBD), 2020, 6(2): 269-282. (JCR-Q1) [DOI] [PDF] - Online Joint Scheduling of Delay-Sensitive and Computation-Oriented Tasks in Edge Computing
Fuming Zhang, Zhiqing Tang, Jiong Lou, Weijia Jia
2019 15th International Conference on Mobile Ad-Hoc and Sensor Networks (MSN). IEEE, 2019: 303-308. (CCF-C) [DOI] [PDF] - Migration Modeling and Learning Algorithms for Containers in Fog Computing
Zhiqing Tang, Xiaojie Zhou, Fuming Zhang, Weijia Jia, Wei Zhao
IEEE Transactions on Services Computing (TSC), 2019, 12(5): 712-725. (CCF-A) [DOI] [PDF] - A Dynamic Resource Overbooking Mechanism in Fog Computing
Fuming Zhang, Zhiqing Tang, Mincheng Chen, Xiaojie Zhou, Weijia Jia
2018 IEEE 15th International Conference on Mobile Ad Hoc and Sensor Systems (MASS). IEEE, 2018: 89-97. (CCF-C) [DOI] [PDF]
For more information, please go to my Google Scholar page.
Research Experience
Reviewer
- IEEE Transactions on Services Computing
- IEEE Internet of Things Journal
- IEEE Transactions on Network and Service Management
- IEEE INFOCOM
- IEEE ICDCS
- ACM Communications of the ACM
- Computer Networks
Teaching
- Deep Learning, Beijing Normal University, Fall 2023
Teaching Assistant
- Introduction to Artificial Intelligence, Beijing Normal University, Fall 2023
- Modern Mobile Communications and Computing, Shanghai Jiao Tong University, 2018
Research Interests
- Edge computing
- Internet of Things
- Container scheduling
- Resource scheduling
Group Members
Ph.D.
- Fangyi Mou, since 2022, UIC, co-supervised
- Hanshuai Cui, since 2022, BNU, co-supervised
- Zhenzheng Li, since 2022, BNU, co-supervised
- Xubin Wang, since 2022, UIC, co-supervised
- Zhi Yao, since 2023, BNU, co-supervised
Alumni
- Jiong Lou, Ph.D., 2020 - 2023, co-supervised, Research Assistant Professor, Shanghai Jiao Tong University
Last Update: 2023-05-31