个人简历

网络工程系主任，智能地学信息处理湖北省重点实验室副主任，中国地质大学（武汉）地大学者学科骨干人才，CCF高级会员、IEEE会员。先后于2013年3月和2009年9月获日本会津大学计算机信息系统博士和硕士学位，2007年于华中科技大学获工学学士学位。2013年4月至2013年12月，任日本会津大学博士后研究员。在CCF A/B类期刊会议JSAC、TPDS、TC、IPDPS、ICDCS、IWQoS等上发表论文100余篇，获ICA3PP 2015最佳论文奖、ACM IMCOM 2014最佳论文奖，IEEE System Journal 2017、2019年度最佳论文。担任Journal of Network and Computer Applications、Frontiers of Computer Science、IEEE Open Journal of the Computer Society期刊等编委，以及多个国际著名SCI期刊客座编委，担任IEEE INFOCOMW ICCN、ICA3PP、CollaberateCom等多个国际知名学术会议程序委员会主席、副主席，IEEE Globecom、ICC、WCNC等国际学术会议程序委员会委员。主持国家自然科学基金面上基金、青年基金项目、湖北省“晨光计划”等多项科研项目。

NEW
2020年招收博士研究生1名、硕士研究生3名，实验室氛围轻松，以自由探索边缘计算与未来网络计算领域的前沿课题为主，欢迎相关专业优秀学子联系报考。

荣誉
IEEE System Journal Annual Best Paper Award 2017
ICA3PP 2015 Best Paper Award 2015
FCST Oustanding Service Award 2015
ACM-Wuhan & HBCS Rising Star Award 2015
IMCOM 2013 Best Paer Award 2013
MobiQuitous Outstanding Service Award 2013

学术活动
Editor/Associate Editor
Journal of Network and Computer Applications Jan. 2017 - Present
Frontiers of Computer Science Jan. 2019 - Present
IEEE Open Journal of the Computer Society Mar. 2020 - Present

Guest Editor
Wiley Transactions on Emerging Telecommunications Technologies, Special Issue on Intelligent Resource Management in Cloud Computing and Networking
CCF Transactions on Pervasive Computing and Interaction, Special Issue on Pervasive Intelligence: State-of-the-Art, Challenges, and Perspectives
Peer-to-Peer Networking and Applications (PPNA), Special Issue on Big Data Networking
ACM/Springer Mobile Network and Applications (MONET), Special Issue on Social Computing
IEICE Transactions on Information and Systems, Special Section on Security, Privacy and Anonymity of Internet of Things

教育经历
[1] 华中科技大学 计算机科学 大学本科毕业 学士学位
[2] 日本会津大学 计算机科学 硕士研究生毕业 硕士学位
[3] 日本会津大学 计算机科学 博士研究生毕业 博士学位

研究领域

主要从事边缘计算、云计算、未来网络等方向的研究工作""

近期论文

1. Deze Zeng, Lin Gu, Hong Yao: Towards energy efficient service composition in green energy powered Cyber-Physical Fog Systems. Future Gener. Comput. Syst. 105: 757-765 (2020)
2. Chao Liu, Deze Zeng*, Hong Yao, Xuesong Yan, Linchen Yu, Zhangjie Fu: An efficient iterative graph data processing framework based on bulk synchronous parallel model. Concurr. Comput. Pract. Exp. 32(3) (2020)
3. Lin Gu, Deze Zeng*, Wei Li, Song Guo, Albert Y. Zomaya, Hai Jin: Intelligent VNF Orchestration and Flow Scheduling via Model-Assisted Deep Reinforcement Learning. IEEE Journal on Selected Areas in Communications 38(2): 279-291 (2020)
4. X. Yan, J. Zhao, C. Hu, D. Zeng, ”Multimodal optimization problem in contamination source determination of water supply networks,” in Swarm and Evolutionary Computation, Elsevier, Vol. 47, pp. 66-71, 2019,
5. L. Gu, D. Zeng*, W. Li, S. Guo, A. Y. Zomaya and H. Jin, ”Intelligent VNF Orchestration and Flow Scheduling via Model-assisted Deep Reinforcement Learning,”
in IEEE Journal on Selected Areas in Communications. doi: 10.1109/JSAC.2019.2959182
6. D. Zeng, S. Pan, Z. Chen and L. Gu, ”An MDP-Based Wireless Energy Harvesting Decision Strategy for Mobile Device in Edge Computing,” in IEEE Network, vol. 33, no. 6, pp. 109-115, Nov.-Dec. 2019.
7. S. Pan, P. Li, D. Zeng*, S. Guo and G. Hu, ”A Q -Learning Based Framework for Congested Link Identification,” in IEEE Internet of Things Journal, vol. 6, no. 6, pp. 9668-9678, Dec. 2019.
8. S. Pan, Z. Zhang, Z. Zhang and D. Zeng, ”Dependency-Aware Computation Offloading in Mobile Edge Computing: A Reinforcement Learning Approach,” in IEEE Access, vol. 7, pp. 134742-134753, 2019.
9. Lin Gu, Jingjing Cai, Deze Zeng, Yu Zhang, Hai Jin, Weiqi Dai, “Energy efficient task allocation and energy scheduling in green energy powered edge computing,” Future Generation Comp. Syst., Vol. 95, pp. 89–99, 2019
10. Lin Gu, Deze Zeng, Sheng Tao, Song Guo, Hai Jin, Albert Y. Zomaya, Weihua Zhuang, “Fairness-Aware Dynamic Rate Control and Flow Scheduling for Network Utility Maximization in Network Service Chain,” IEEE Journal on Selected Areas in Communications, Vol. 37, No. 5, pp. 1059–1071, 2019
11. S. Guo, D. Zeng, L. Gu, J. Luo, “When Green Energy Meets Cloud Radio Access Network: Joint Optimization Towards Brown Energy Minimization”, Mobile Networks and Applications, Vol. 24, No. 3, pp. 962–970, 2019
12. Deze Zeng, Lin Gu, Shengli Pan, Jingjing Cai, Song Guo, “Resource Management at the Network Edge: A Deep Reinforcement Learning Approach,” IEEE Network, Vol. 33, No. 3, pp. 26–33, 2019
13. X. Liao, S. Guo, D. Zeng, K. Wang, “Guest editorial: Special issue on big data networking”, Peer-to-Peer Networking and Applications, Vol. 11, No. 5, pp. 989– 991, 2018
Kun Zheng, Kang Zheng, Falin Fang, Hong Yao, Yunlei Yi, Deze Zeng, “Real- Time Massive Vector Field Data Processing in Edge Computing,” Sensors, Vol. 19, No. 11, 2602, 2019
14. Xuesong Yan, Jing Zhao, Chengyu Hu, Deze Zeng, “Multimodal optimization problem in contamination source determination of water supply networks,” Swarm and Evolutionary Computation, Vol 47, pp. 66–71, 2019 Jiahui Yu, Kun Wang, Deze Zeng, Chunsheng Zhu, Song Guo, “Privacy-preserving Data Aggregation Computing in Cyber-Physical Social Systems,” ACM Transactions on Cyber-Physical Systems, Vol. 3, No. 1, pp. 8:1–8:23, 2019
15. Xiaoxuan Hu, Peng Li, Kun Wang, Yanfei Sun, Deze Zeng, Xiaoyan Wang, Song Guo, “Joint Workload Scheduling and Energy Management for Green Data Centers Powered by Fuel Cells,” IEEE Transactions on Green Communications and Networking, Vol 3, No. 2, pp. 397–406, 2019
16. D. Zeng, S. Zhang, L. Gu, S. Yu, Z. Fu, “Quality-of-sensing Aware Budget Constrained Contaminant Detection sensor Deployment in Water Distribution System”, J. Network and Computer Applications, Vol. 103, 2018
17. K. Wang, J. Yu, Y. Yu, Y. Qian, D. Zeng, S. Guo, Y. Xiang, J. Wu, “A Survey on Energy Internet Architecture, Approach, and Emerging Technologies”, IEEE Systems Journal, Vol. 12, No. 3, pp. 2403–2416, 2018
18. D. Zeng, J. Zhang, L. Gu, S. Guo, J. Luo, “Energy-Efficient Coordinated Multipoint Scheduling in Green Cloud Radio Access Network”, IEEE Trans. Vehicular Technology, Vol. 67, No. 10, pp. 9922–9930, 2018
19. C. Hu, M. Li, D. Zeng, S. Guo, “A Survey on Sensor Placement for Contamination Detection in Water distribution Systems”, Wireless Networks, Vol. 24, No. 2, pp. 647–661, 2018
20. D. Zeng, S. Zhang, L. Gu, S. Yu, Z. Fu, “Quality-of-sensing aware budget constrained contaminant detection sensor deployment in water distribution system”, Journal of Network and Computer Applications, Vol. 103, pp. 274–279, 2018
21. H. Yao, M. Xiong, D. Zeng, J. Gong, “Mining multiple spatial-temporal paths from social media data”, Future Generation Computer Systems, Vol. 86, pp. 782–791, 2018
22. Y. Zhang, L. Gu, X. Liao, H. Jin, D. Zeng, B.B. Zhou, “FRANK: A Fast Node Ranking Approach in Large-Scale Networks”, IEEE Network, Vol. 31, No. 1, pp. 36–43, 2017
23. H. Yao, C. Bai, M. Xiong, D. Zeng, Z. Fu, “Heterogeneous cloudlet deployment and user-cloudlet association toward cost effective fog computing”, Concurrency Computation, Vol. 29, No. 16, 2017
24. K. Wang, Y. Wang, D. Zeng, S. Guo, “An SDN-Based Architecture for Next- Generation Wireless Networks”, IEEE Wireless Communications, Vol. 24, No. 1, 2017
25. D. Zeng, J. Zhang, S. Guo, L. Gu, K. Wang, “Take Renewable Energy into CRAN toward Green Wireless Access Networks”, IEEE Network, Vol. 31, No. 4, 2017
26. Lin Gu, Deze Zeng, Song Guo, Ahmed Barnawi, Yong Xiang, “Cost efficient resource management in fog computing supported medical cyber-physical system”, IEEE Transactions on Emerging Topics in Computing, Vol. 5, No. 1, pp. 108–119, 2017
27. H. Yao, H. Zhang, C. Zhang, D. Zeng, J. Wu, H. Zheng, “Data or index: A trade- off in mobile delay tolerant networks”, International Journal of Computational Science and Engineering, Vol. 14, No. 4, 2017
28. H. Yao, H. Zhang, C. Zhang, D. Zeng, J. Wu, H. Zheng, “Data or Index a Trade-off in Mobile Delay Tolerant Networks”, IJCSE, Vol. 14, No. 4, 2017
29. K. Wang, X. Hu, H. Li, P. Li, D. Zeng, S. Guo, “A Survey on Energy Internet Communications for Sustainability”, T-SUSC, Vol. 2, No. 3, 2017
30. K. Wang, L. Yuan, T. Miyazaki, D. Zeng, S. Guo, Y. Sun, “Strategic Antieavesdropping Game for Physical Layer Security in Wireless Cooperative Networks”, IEEE Trans. Vehicular Technology, Vol. 66, No. 10, 2017
31. D. Zeng, L. Gu, L. Lian, S. Guo, H. Yao, J. Hu, “On cost-efficient sensor placement for contaminant detection in water distribution systems”, IEEE Transactions on Industrial Informatics, Vol. 12, No. 6, 2016
32. D. Zeng, L. Gu, S. Guo, Z. Cheng, S. Yu, “Joint Optimization of Task Scheduling and Image Placement in Fog Computing Supported Software-Defined Embedded System”, IEEE Transactions on Computers, Vol. 65, No. 12, 2016
33. L. Gu, D. Zeng, S. Guo, Y. Xiang, J. Hu, “A General Communication Cost Optimization Framework for Big Data Stream Processing in Geo-Distributed Data Centers”, IEEE Transactions on Computers, Vol. 65, No. 1, 2016
34. H. Yao, J. Xu, Z. Luo, D. Zeng, “MEMoMR Accelerate MapReduce via Reuse of Intermediate Results”, Concurrency and Computation Practice and Experience, Vol. 28, No. 14, 2016
35. K. Wei, S. Guo, X. Li, D. Zeng, K. Xu, “Congestion Control in Social-based Sensor Networks A Social Network perspective”, Peer-to-Peer Networking and Applications, Vol. 9, No. 4, 2016
36. J. Wu, S. Guo, J. Li, D. Zeng, “Big Data Meet Green Challenges : Greening Big Data”, IEEE Systems Journal, Vol. 10, No. 3, 2016
37. J. Wu, S. Guo, J. Li, D. Zeng, “Big Data Meet Green Challenges : Big Data Toward Green Applications”, IEEE Systems Journal, Vol. 10, No. 3, 2016
38. D. Zeng, P. Li, S. Guo, T. Miyazaki, J. Hu, Y. Xiang, “Energy Minimization in Multi-Task Software-Defined Sensor Networks”, IEEE Transactions on Computers, Vol. 64, No. 11, 2015
39. H. Yao, D. Zeng, H. Huang, S. Guo, A. Barnawi, I. Stojmenovic, “Opportunistic Offloading of Deadline-Constrained Bulk Cellular Traffic in Vehicular DTNs”, IEEE Transactions on Computers, Vol. 64, No. 12, 2015
40. D. Zeng, S. Guo, H. Huang, S. Yu, V.C.M. Leung, “Optimal VM placement in data centres with architectural and resource constraints”, International Journal of Autonomous and Adaptive Communications Systems, Vol. 8, No. 4, 2015
41. D. Zeng, S. Guo, A. Barnawi, S. Yu, I. Stojmenovic, “An Improved Stochastic Modeling of Opportunistic Routing in Vehicular CPS”, IEEE Transactions on Computers, Vol. 64, No. 7, 2015