曾德澤，男，博士，中國地質大學（武漢）教授。
基本介紹
- 中文名：曾德澤
- 出生日期：1984年09月09日
- 學位/學歷：博士
- 職業：教師
- 專業方向：邊緣計算、雲計算
- 任職院校：中國地質大學（武漢）
個人經歷,研究方向,學術成果,榮譽獎項,
個人經歷
現任中國地質大學（武漢）計算機學院教授、博士生導師，網路工程系主任，智慧型地學信息處理湖北省重點實驗室副主任，中國地質大學（武漢）地大學者學科骨幹人才，CCF高級會員、IEEE會員。
教育經歷
華中科技大學 計算機科學 大學本科畢業 學士學位
日本會津大學 計算機科學 碩士研究生畢業 碩士學位
日本會津大學 計算機科學 博士研究生畢業 博士學位
研究方向
主要從事邊緣計算、雲計算、未來網路等方向的研究工作。
學術成果
部分發表論文
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
著作成果
A Fast Vision-Based Localization Algorithm for Spacecraft in Deep Space
Executing Time and Cost- Aware Task Scheduling in Hybrid Cloud Using a Modified DE Algorithm
Cloud Networking for Big Data
榮譽獎項
[1] MobiQuitous Outstanding Service Award 2013
[2] IMCOM 2013 Best Paer Award 2013
[3] Chutian Scholar Award 2013
[4] ACM-Wuhan & HBCS Rising Star Award 2015
[5] FCST Oustanding Service Award 2015
[6] ICA3PP 2015 Best Paper Award 2015
[7] IEEE System Journal Annual Best Paper Award 2017
