唐志清
北京师范大学 自然科学高等研究院
邮箱：zhiqingtang@bnu.edu.cn
唐志清是北京师范大学珠海校区自然科学高等研究院讲师，他于 2022 年获得上海交通大学电子信息与电气工程计算机博士学位，导师是贾维嘉教授。他曾在澳门大学智慧城市物联网国家重点实验室从事博士后研究，由吴远教授指导。
他的研究方向主要包括边缘计算、物联网、容器调度、资源调度等。
教育经历
- 上海交通大学
- 2015.09 - 2022.03，博士，计算机科学与工程系
- 电子科技大学
- 2011.09 - 2015.06，本科，信息与通信工程学院
工作经历
- 北京师范大学
- 2022.12 - 至今，讲师，珠海校区人工智能与未来网络研究院
- 澳门大学
- 2022.07 - 2022.12，博士后，智慧城市物联网国家重点实验室
- 北京师范大学
- 2020.10 - 2022.07，助理研究员，珠海校区人工智能与未来网络研究院
- 澳门大学
- 2018.07 - 2020.07，助理研究员，智慧城市物联网国家重点实验室
论文发表
已发表（*通讯作者）
- 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] - 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), 2022, Early Access. (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] - 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), 2022, Early Access. (CCF-A) [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), 2022, Early Access. (CCF-A) [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] - 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), 2020, 8(3): 795-808. (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] - 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] - 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), 2018, 6(2): 269-282. (JCR-Q1) [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), 2018, 12(5): 712-725. (CCF-A) [DOI] [PDF]
更多信息请前往 Google Scholar 查看。
学术经历
审稿人
- IEEE Transactions on Services Computing
- IEEE Internet of Things Journal
- IEEE INFOCOM
- IEEE ICDCS
- ACM Journal of the ACM
助教
- 上海交通大学研究生英文课程，Modern Mobile Communications and Computing，2018
研究兴趣
- 边缘计算
- 物联网
- 强化学习
- 资源调度
编程语言
- Python, C/C++, Linux Shell
- Kubernetes, Docker
- PyTorch
最后更新：2023-01-06