Publications

Journal Publications  (*Corresponding author):

  1. Latency-Aware Container Scheduling in Edge Cluster Upgrades: A Deep Reinforcement Learning Approach
    Hanshuai Cui, Zhiqing Tang*, Jiong Lou, Weijia Jia*, Wei Zhao
    IEEE Transactions on Services Computing (TSC), 2024, Early Access. (CCF-A) [DOI] [PDF]
  2. Multi-user Layer-aware Online Container Migration in Edge-assisted Vehicular Networks
    Zhiqing Tang, Fangyi Mou, Jiong Lou, Weijia Jia, Yuan Wu, Wei Zhao
    IEEE/ACM Transactions on Networking (ToN), 2024, 32(2): 1807 - 1822. (CCF-A) [DOI] [PDF]
  3. Joint Resource Overbooking and Container Scheduling in Edge Computing
    Zhiqing Tang, Fangyi Mou, Jiong Lou, Weijia Jia, Yuan Wu, Wei Zhao
    IEEE Transactions on Mobile Computing (TMC), 2024, Early Access. (CCF-A) [DOI] [PDF]
  4. 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), 2024, 23(2): 1586 - 1600. (CCF-A) [DOI] [PDF]
  5. 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), 2023, 22(10): 5829 - 5845. (CCF-A) [DOI] [PDF]
  6. 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), 2023, 20(2): 961 - 973. (JCR-Q2) [DOI] [PDF]
  7. 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]
  8. 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]
  9. 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]
  10. 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]
  11. 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]
  12. 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]
  13. 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]

Conference Publications (*Corresponding author):

  1. Low-Latency Layer-Aware Proactive and Passive Container Migration in Meta Computing
    Mengjie Liu, Yihua Li, Fangyi Mou, Zhiqing Tang*, Jiong Lou, Jianxiong Guo, Weijia Jia
    2024 The 1st IEEE International Conference on Meta Computing (ICMC). Accepted (Invited Paper).
  2. Policy-Based Reinforcement Learning for Online Container Scheduling in Meta Computing
    Jianqiu Wu, Jianxiong Guo, Zhiqing Tang, Tianhui Meng, Weijia Jia
    2024 The 1st IEEE International Conference on Meta Computing (ICMC). Accepted.
  3. VELO: A Vector Database-Assisted Cloud-Edge Collaborative LLM QoS Optimization Framework
    Zhi Yao, Zhiqing Tang*, Jiong Lou, Ping Shen, Weijia Jia
    2024 IEEE International Conference on Web Services (ICWS). Accepted (Acceptance rate 80/409=19.56%). (CCF-B)
  4. Efficient Serverless Function Scheduling in Edge Computing
    Jiong Lou, Zhiqing Tang, Xinyu Lu, Shijing Yuan, Jie Li, Weijia Jia, Chentao Wu
    2024 IEEE International Conference on Communications (ICC). Accepted. (CCF-C) [PDF]
  5. Joint Task Scheduling and Container Image Caching in Edge Computing
    Fangyi Mou, Zhiqing Tang*, Jiong Lou, Jianxiong Guo, Wenhua Wang, Tian Wang
    2023 19th International Conference on Mobility, Sensing and Networking (MSN). Accepted. (CCF-C) [PDF]
  6. Online Container Scheduling for Low-Latency IoT Services in Edge Cluster Upgrade: A Reinforcement Learning Approach
    Hanshuai Cui, Zhiqing Tang*, Jiong Lou, Weijia Jia*
    2023 IEEE/CIC International Conference on Communications in China (ICCC). IEEE, 2023: 1-6. [DOI] [PDF]
  7. 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]
  8. 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) (Invited Paper) [DOI] [PDF]
  9. 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.