窦万春 教授/博导

南京大学 计算机科学与技术系


南京市栖霞区,仙林大道163号

南京大学(仙林校区) 计算机科学与技术楼416室

邮编:210023

电话:86-25-89686399

传真:86-25-89686399

E-mail: douwc@nju.edu.cn


[简历]  [研究方向]  [教学]  [项目]  [论文]

简历


窦万春,男,1971年生,南京大学计算机科学与技术系教授,博士研究生导师,中国计算机学会 “协同计算”专家委员会委员,电子学会“云计算”专家委员会委员,江苏省“云计算专家论坛”副主任委员,江苏省“大数据”专家委员会委员。2001年-2002年在南京大学计算机科学与技术系从事博士后科研工作,2005.4-2005.6与2008.11-2009.2期间先后在香港科技大学计算机科学与工程系进行访问研究,2006年入选教育部“新世纪优秀人才资助计划”,2007年入选江苏省“333高层次人才培养计划”,2013年入选江苏省“六大人才高峰"计划(A类)。作为项目负责人,先后主持1项国家重点研发项目(首席科学家)、4项国家自然科学基金、6项江苏省重点研发计划/江苏省科技支撑计划/自然科学基金等,相关研究成果获2018年江苏省科学技术一等奖。作为课题组成员,先后参与国家基础研究计划(973)、863、国家自然科学基金重点项目、国家重大研究计划、国家重点研发计划等科研项目。分别在国际期刊IEEE Transactions on Computers(CCF-A类期刊)、IEEE Transactions on Parallel and Distributed Systems(CCF-A类期刊)、IEEE Transactions on Information Forensics and Security(CCF-A类期刊)、IEEE Journal on Selected Areas In Communications(CCF-A类期刊)、ACM Transactions on Multimedia Computing, Communications, and Application、IEEE Transactions on Services Computing、IEEE Transactions on Automation Science & Engineering、IEEE Transactions on Big Data、IEEE Transactions on Multimedia、IEEE Transactions on Cloud Computing、IEEE Transactions on Emerging Topics in Computing、IEEE Transactions on Industrial Electronics、IEEE Transactions on Sustainable Computing、Journal of Computer and System Sciences、Information and Management、Future Generation Computer Systems、Decision Support Systems、Concurrency and Computation: Practice and Experience、The Journal of Supercomputing以及领域内知名国际会议INFOCOM(CCF-A类会议)、ICDE(CCF-A类会议)等上发表或录用论文100余篇(其中ACM/IEEE Trans.系列论文近30篇,4篇最佳会议论文,8篇高被引论文)。最近5年,据Google Scholar统计的引用量近5000次。作为通信作者,两篇论文发表在高影响因子刊物IEEE Communications Surveys and Tutorials上(2017年、2020年,最新影响因子IF:23.7,在IEEE旗下150余个SCI期刊中排名第一)。


研究方向


大数据, 云计算, 边缘计算, 群智计算


教学


1. 《计算机科学技术新进展》(博士生,秋季 2013-至今)
2. 《大数据关键技术与应用创新》(高校大数据教材,2020年8月出版)

    上篇 大数据关键技术
    第 1 章:数据、信息和知识
    中篇 教育大数据应用创新
    下篇 大数据应用创新拓展


项目


1.

国家重点研发计划,2020YFB1707600,工业互联网业务过程智能基础理论研究,2020/11-2023/10,在研,项目负责人(首席科学家)。

2.

江苏省重点研发计划项目,BE2019104,智能交通大数据分析技术及应用系统研发,2019/07-2022/06,在研,主持。

3.

国家自然科学基金面上项目,61672276,大数据驱动的复杂系统协同创新理论与方法研究,2017/01-2020/12,在研,主持。

4.

江苏省重点研发计划项目,BE2015154,基于大数据分析的现代教育云服务平台及关键技术研发,2015/06-2018/06,结题,主持。

5.

国家重点研发计划(云计算与大数据专项),2017YFB1001800,可持续演化的智能化软件理论、方法和技术,2017/07-2021/06,在研,参加(项目负责人为吕建院士)。

6.

国家重点研发计划,2017YFB1400601,跨界服务融合理论与关键技术,2017/07-2021/06,在研,南京大学合作方项目负责人(牵头单位:浙江大学)。

7.

SAP-南京创新中心(全球知名软件公司SAP国际创新中心)横向课题“交通大数据:出租车行为检测与应用创新”,2014/01-2015/12,结题,主持。

8.

国家科技重大专项项目,2013ZX03002005,移动通信网业务平台(网关)云化关键技术研究,2013/01-2015/12,结题,南京大学合作方项目负责人(牵头单位:华为软件技术有限公司)。

9.

江苏省 “六大人才高峰计划”(A类),支持大数据应用的弹性可扩展云计算关键技术与应用平台,2014/01-2015/12,结题,主持。

10.

江苏省科技支撑计划,BE2011171,支持公安系统犯罪网络分析的云计算平台及可信服务组合关键技术应用,2011/06-2013/12,结题,主持。

11.

国家电网公司科学技术项目,电力大数据实时处理及智能分析技术研究, 2015/01-2016/12,结题,主持。

12.

国家自然科学基金,61073032,支持可信协同的动态服务组合关键理论与技术研究,2011/01-2013/12,结题,主持。

13.

国家自然科学基金重点项目,60736015,服务计算的开放软件模型与协同机理研究,2008/01-2012/12,结题,参加(项目负责人为吕建院士)。

14.

教育部“新世纪优秀人才支持计划”,NCET-06-0440,混成环境下基于服务方式的协同计算新模式研究,2007/01-2009/12,50 万,结题,主持。

15.

国家自然科学基金, 60673017,E-Science 活动中协同计算的知识流原理及关键技术研究,2007/01-2009/12,结题,主持。

16.

国家自然科学基金(青年基金),60303025,知识网格环境下认知协作的工作流原理、集成方法与原型系统研究,2004/01-2006/12,结题,主持。


论文


 2021

Wenda Tang, Chaobing Wu, Lianyong Qi, Xuyun Zhang, Xiaolong Xu, Wanchun Dou.
A WiFi-Aware Method for Mobile Data Offloading with Deadline Constraints[J]. Concurrency and Computation: Practice and Experience, 2021, 33(7):1.

Bowen Liu, Xiaolong Xu, Lianyong Qi, Qiang Ni, Wanchun Dou.
Task Scheduling with Precedence and Placement Constraints for Resource Utilization Improvement in Multi-User MEC Environment[J]. Journal of Systems Architecture, 2021, 114:101970.

Wanchun Dou, Xuan Zhao, Xiaochun Yin, Huihui Wang, Yun Luo, Lianyong Qi.
Edge Computing-Enabled Deep Learning for Real-time Video Optimization in IIoT[J]. IEEE Transactions on Industrial Informatics, 2021, 17(4):2842-2851.

Xiaolong Xu, Qi Wu, Lianyong Qi, Wanchun Dou, Sang-Bing Tsai, Md. Zakirul Alam Bhuiyan.
Trust-Aware Service Offloading for Video Surveillance in Edge Computing Enabled Internet of Vehicles[J]. IEEE Transactions on Intelligent Transportation Systems, 2021, 22(3):1787-1796.


 2020

Wajid Rafique, Lianyong Qi, Ibrar Yaqoob, Muhammad Imran, Raihan ur Rasool, Wanchun Dou.
Complementing IoT Services Through Software Defined Networking and Edge Computing: A Comprehensive Survey[J]. IEEE Communications Surveys and Tutorials, 2020, 22(3):1761-1804. (影响因子23.7)

Xin He, Jiaqi Zheng, Haipeng Dai, Chong Zhang, Wajid Rafique, Geng Li, Wanchun Dou, Qiang Ni.
Coeus: Consistent and Continuous Network Update in Software-Defined Networks[C]. IEEE International Conference on Computer Communications (INFOCOM), 2020. (CCF-A类会议)

Wajid Rafique, Xuan Zhao, Shui Yu, Ibrar Yaqoob, Muhammad Imran, Wanchun Dou.
An Application Development Framework for Internet of Things Service Orchestration[J]. IEEE Internet of Things Journal, 2020, 7(5):4543-4556.

Wanchun Dou, Wenda Tang, Bowen Liu, Xiaolong Xu, Qiang Ni.
Blockchain-Based Mobility-Aware Offloading Mechanism for Fog Computing Services[J]. Computer Communications, 2020, 164:261-273.

Weiyi Zhong, Xiaochun Yin, Xuyun Zhang, Shancang Li, Wanchun Dou, Ruili Wang, Lianyong Qi.
Multi-dimensional Quality-Driven Service Recommendation with Privacy-Preservation in Mobile Edge Environment[J]. Computer Communications, 2020, 157: 116-123.

Shunmei Meng, Qianmu Li, Jing Zhang, Wenmin Lin, Wanchun Dou.
Temporal-Aware and Sparsity-Tolerant Hybrid Collaborative Recommendation Method with Privacy Preservation[J]. Concurrency and Computation: Practice and Experience, 2020, 32(2).

Yiping Wen, Jianxun Liu, Wanchun Dou, Xiaolong Xu, Buqing Cao, Jinjun Chen.
Scheduling Workflows with Privacy Protection Constraints for Big Data Applications on Cloud[J]. Future Generation Computer Systems, 2020, 108: 1084-1091.

Xiaolong Xu, Xuyun Zhang, Maqbool Khan, Wanchun Dou, Shengjun Xue, Shui Yu.
A Balanced Virtual Machine Scheduling Method for Energy-Performance Trade-Offs in Cyber-Physical Cloud Systems[J]. Future Generation Computer Systems, 2020, 105: 789-799.

Wanchun Dou, Wenda Tang, Xiaotong Wu, Lianyong Qi, Xiaolong Xu, Xuyun Zhang, Chunhua Hu.
An Insurance Theory Based Optimal Cyber-Insurance Contract Against Moral Hazard[J]. Information Sciences, 2020, 527: 576-589.

Xuan Zhao, Md Zakirul Alam Bhuiyan, Lianyong Qi, Hongli Nie, Wenda Tang, Wanchun Dou*.
TrCMP: A Dependable App Usage Inference Design for User Behavior Analysis Through Cyber-Physical Parameters[J]. Journal of Systems Architecture, 2020, 102.

Hongli Nie, Xutong Jiang, Wenda Tang, Song Zhang, Wanchun Dou.
Data Security over Wireless Transmission for Enterprise Multimedia Security with Fountain Codes[J]. Multimedia Tools and Applications, 2020, 79(15-16): 10781-10803.

Xiaolong Xu, Xuyun Zhang, Honghao Gao, Yuan Xue, Lianyong Qi, Wanchun Dou.
BeCome: Blockchain-Enabled Computation Offloading for IoT in Mobile Edge Computing[J]. IEEE Transactions on Industrial Informatics, 2020, 16(6): 4187-4195.

Weijun Wang, Haipeng Dai, Chao Dong, Xiao Cheng, Xiaoyu Wang, Panlong Yang, Guihai Chen, Wanchun Dou.
Placement of Unmanned Aerial Vehicles for Directional Coverage in 3D Space[J]. IEEE/ACM Transactions on Networking, 2020, 28(2): 888-901. (CCF-A类期刊)

Kexin Liu, Bingchuan Tian, Chen Tian, Bo Li, Qingyue Wang, Jiaqi Zheng, Jiajun Sun, Yixiao Gao, Wei Wang, Guihai Chen, Wanchun Dou, Yanan Jiang, Huaping Zhou, Jingjie Jiang, Fan Zhang, Gong Zhang.
Exploring Token-Oriented In-Network Prioritization in Datacenter Networks[J]. IEEE Transactions on Parallel and Distributed Systems, 2020, 31(5): 1223-1238. (CCF-A类期刊)

Chen Tian, Bo Li, Liulan Qin, Jiaqi Zheng, Jie Yang, Wei Wang, Guihai Chen, Wanchun Dou.
P-PFC: Reducing Tail Latency with Predictive PFC in Lossless Data Center Networks[J]. IEEE Transactions on Parallel and Distributed Systems, 2020, 31(6): 1447-1459. (CCF-A类期刊)


 2019

Wajid Rafique, Maqbool Khan, Nadeem Sarwar, Wanchun Dou*.
SocioRank*: A community and Role Detection Method in Social Networks[J]. Computers & Electrical Engineering, 2019, 76: 122-132.

Bingchuan Tian, Chen Tian, Bingquan Wang, Bo Li, Zehao He, Haipeng Dai, Kexin Liu, Wanchun Dou, Guihai Chen.
Scheduling Dependent Coflows to Minimize the Total Weighted Job Completion Time in Datacenters[J]. Computer Networks, 2019, 158: 193-205.

Xiaolong Xu, Yuancheng Li, Tao Huang, Yuan Xue, Kai Peng, Lianyong Qi, Wanchun Dou.
An Energy-Aware Computation Offloading Method for Smart Edge Computing in Wireless Metropolitan Area Networks[J]. J. Network and Computer Applications, 2019, 133: 75-85.

Lianyong Qi, Qiang He, Feifei Chen, Wanchun Dou, Shaohua Wan, Xuyun Zhang, Xiaolong Xu.
Finding All You Need: Web APIs Recommendation in Web of Things Through Keywords Search[J]. IEEE Transactions on Computational Social Systems, 2019, 6(5): 1063-1072.

Fan Fei, Shu Li, Haipeng Dai, Chunhua Hu, Wanchun Dou*, Qiang Ni.
A K-Anonymity Based Schema for Location Privacy Preservation[J]. IEEE Transactions on Sustainable Computing, 2019, 4(2): 156-167.

Wajid Rafique, Xin He, Zifan Liu, Yuhu Sun, Wanchun Dou.
CFADefense: A Security Solution to Detect and Mitigate Crossfire Attacks in Software-Defined IoT-Edge Infrastructure[C]. HPCC/SmartCity/DSS, 2019: 500-509.

Xiaolong Xu, Yuan Xue, Lianyong Qi, Xuyun Zhang, Shaohua Wan, Wanchun Dou, Victor Chang.
Load-Aware Edge Server Placement for Mobile Edge Computing in 5G Networks[C]. International Conference on Service-Oriented Computing (ICSOC), 2019: 494-507.

Xiaolong Xu, Shucun Fu, Lianyong Qi, Xuyun Zhang, Wanchun Dou.
A Multi-Objective Crowdsourcing Method for Mobile Video Streaming[C]. IEEE International Conference on Web Services (ICWS), 2019: 209-213.

Weijun Wang, Haipeng Dai, Chao Dong, Xiao Cheng, Xiaoyu Wang, Guihai Chen, Wanchun Dou.
PANDA: Placement of Unmanned Aerial Vehicles Achieving 3D Directional Coverage[C]. IEEE International Conference on Computer Communications (INFOCOM), 2019: 1198-1206. (CCF-A类会议)

Xiaoyu Wang, Haipeng Dai, He Huang, Yunhuai Liu, Guihai Chen, Wanchun Dou.
Robust Scheduling for Wireless Charger Networks[C]. IEEE International Conference on Computer Communications (INFOCOM), 2019: 2323-2331. (CCF-A类会议)

Wanchun Dou*, Wenda Tang, Shu Li, Shui Yu, Kim-Kwang Raymond Choo.
A Heuristic Line Piloting Method to Disclose Malicious Taxicab Driver's Privacy over GPS Big Data[J]. Information Sciences, 2019, 483: 247-261.

Wenda Tang, Xuan Zhao, Wajid Rafique, Lianyong Qi, Wanchun Dou*, Qiang Ni.
An Offloading Method Using Decentralized P2P-Enabled Mobile Edge Servers in Edge Computing[J]. Journal of Systems Architecture - Embedded Systems Design, 2019, 94: 1-13.

Lanlan Li, Haipeng Dai, Guihai Chen, Jiaqi Zheng, Wanchun Dou, Xiaobing Wu.
Radiation Constrained Fair Charging for Wireless Power Transfer[J]. ACM Transactions on Sensor Networks, 2019, 15(2): 15:1-15:33.


 2018

Haipeng Dai, Yang Zhao, Guihai Chen, Dou Wanchun, Chen Tian, Xiaobing Wu, Tian He.
Robustly Safe Charging for Wireless Power Transfer[C]. IEEE International Conference on Computer Communications (INFOCOM), 2018: 378-386. (CCF-A类会议)

Xiping Liu, Dou Wanchun, Xin Wang.
User Grouping for Sharing Services with Capacity Limit[J]. IEEE Transactions on Services Computing, 2018 in press (online print, DOI: 10.1109/TSC.2018.2810120).

Zhang Xuyun, Qi Lianyong, Dou Wanchun, He Qiang, Christopher Leckie, Kotagiri Ramamohanarao, Zoran Salcic.
MRMondrian: Scalable Multidimensional Anonymisation for Big Data Privacy Preservation[J]. IEEE Transactions on Big Data, 2018, accepted(online print, DOI: 10.1109/TBDATA.2017.2787661).

Xiaolong Xu, Shucun Fu, Qing Cai, Wei Tian, Wen-Jie Liu, Wanchun Dou, Xingming Sun, Alex X. Liu.
Dynamic Resource Allocation for Load Balancing in Fog Environment[J]. Wireless Communications and Mobile Computing, 2018, in press(accepted).

Zhang Jie, Zhili Zhou, Shu Li, Leilei Gan, Xuyun Zhang, Lianyong Qi, Xiaolong Xu, Wanchun Dou*.
Hybrid Computation Offloading for Smart Home Automation in Mobile Cloud Computing[J]. Personal and Ubiquitous Computing, 2018, 22(1): 121-134.

Dou Wanchun*, Xiaolong Xu, Xiang Liu, Laurence T. Yang, Yiping Wen.
A Resource Co-Allocation Method for Load-Balance Scheduling over Big Data Platforms[J]. Future Generation Computer Systems, 2018, 86: 1064-1075.

Lianyong Qi, Xuyun Zhang, Wanchun Dou*, Chunhua Hu, Chi Yang, Jinjun Chen.
A Two-Stage Locality-Sensitive Hashing Based Approach for Privacy-Preserving Mobile Service Recommendation in Cross-Platform Edge Environment[J]. Future Generation Computer Systems, 2018, 88: 636-643.

Lianyong Qi, Xiaolong Xu, Xuyun Zhang, Wanchun Dou, Chunhua Hu, Yuming Zhou, Jiguo Yu.
Structural Balance Theory-Based E-Commerce Recommendation over Big Rating Data[J]. IEEE Transactions on Big Data, 2018, 4(3): 301-312.

Haipeng Dai, Xiaoyu Wang, Alex X. Liu, Huizhen Ma, Guihai Chen, Wanchun Dou.
Wireless Charger Placement for Directional Charging[J]. IEEE/ACM Transactions on Networking, 2018, 26(4): 1865-1878. (CCF-A类期刊)

Bingchuan Tian, Chen Tian, Jiajun Sun, Junhua Yan, Yizhou Tang, Wei Wang, Haipeng Dai, Nai Xia, Guihai Chen, Wanchun Dou.
Using the Macroflow Abstraction to Minimize Machine Slot-time Spent on Networking in Hadoop[C]. Asia-Pacific Workshop on Networking (APNet2018), 2018: 36-42.

Shu Li, Jie Zhang, Dongqing Xie, Shui Yu, Wanchun Dou*.
High Quality Participant Recruitment of Mobile Crowdsourcing over Big Data[C]. IEEE Global Communications Conference (GLOBECOM), 2018: 1-6.

Wenda Tang, Song Wang, Duanchao Li, Taigui Huang, Wanchun Dou*, Shui Yu.
A Deadline-Aware Coflow Scheduling Approach for Big Data Applications[C]. IEEE International Conference on Communications (ICC2018), 2018: 1-6.

Xiaoyu Wang, Haipeng Dai, Weijun Wang, Jiaqi Zheng, Guihai Chen, Wanchun Dou, Xiaobing Wu.
Heterogeneous Wireless Charger Placement with Obstacles[C]. International Conference on Parallel Processing (ICPP2018), 2018: 16:1-16:10.

Shunmei Meng, Qianmu Li, Shiping Chen, Shui Yu, Lianyong Qi, Wenmin Lin, Xiaolong Xu, Wanchun Dou.
Temporal-Sparsity Aware Service Recommendation Method via Hybrid Collaborative Filtering Techniques[C]. International Conference on Service-Oriented Computing (ICSOC2018), 2018: 421-429.

Wenda Tang, Shu Li, Wajid Rafique, Wanchun Dou*, Shui Yu.
An Offloading Approach in Fog Computing Environment[C]. IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI2018), 2018: 857-864. (Best Student Paper)


 2017

Yu Shui, Liu Meng, Dou Wanchun, Liu Xiting, Sanming Zhou.
Networking for Big Data: A Survey[J]. IEEE Communications Surveys & Tutorials, 2017, 19(1): 531-549. (影响因子17.1)

Dou Wanchun*, Xiaolong Xu, Shunmei Meng, Xuyun Zhang, Chunhua Hu, Shui Yu, Jian Yang.
An Energy-Aware Virtual Machine Scheduling Method for Service QoS Enhancement in Clouds over Big Data[J]. Concurrency and Computation: Practice and Experience, 2017, Wiley Online Library (wileyonlinelibrary.com). DOI: 10.1002/cpe.3909.

Qi Lianyong*, Zhang Xuyun, Dou Wanchun*, Qiang Ni.
A Distributed Locality-Sensitive Hashing-Based Approach for Cloud Service Recommendation from Multi-Source Data[J]. IEEE Journal on Selected Areas in Communications, 2017, 35(11): 2616-2624. (CCF-A类期刊).

Xuyun Zhang, Wanchun Dou, Qiang He, Rui Zhou, Christopher Leckie, Kotagiri Ramamohanarao, Zoran Salcic.
LSHiForest: A Generic Framework for Fast Tree Isolation Based Ensemble Anomaly Analysis[C]. IEEE International Conference on Data Engineering (ICDE2017), 2017: 983-994. (CCF-A类会议).

Taotao Wu, Wanchun Dou*, Qiang Ni, Shui Yu, Guihai Chen.
Mobile Live Video Streaming Optimization via Crowdsourcing Brokerage[J]. IEEE Transactions on Multimedia, 2017, 19(10): 2267-2281.

Wuzhao Yan, Bin Zhang, Dou Wanchun, Datong Liu, Yu Peng.
Low-Cost Adaptive Lebesgue Sampling Particle Filtering Approach for Real-Time Li-Ion Battery Diagnosis and Prognosis[J]. IEEE Transactions on Automation Science and Engineering, 2017, 14(4):1601-1611.

Lianyong Qi, Wanchun Dou, Xuyun Zhang, Shui Yu.
Amplified Locality Sensitive Hashing for Privacy Preserving Distributed Service Recommendation[C]. International Conference on Security, Privacy and Anonymity in Computation, Communication and Storage (SpaCCS2017), P:280-297. (Best Paper Award).

Lianyong Qi, Wanchun Dou, Xuyun Zhang.
Two-phase Locality-Sensitive Hashing for Privacy-Preserving Distributed Service Recommendation[C]. International Symposium on Cyberspace Safety and Security (CSS2017), P:176-188. (Best Paper Award).

Xiaolong Xu, Xuan Zhao, Feng Ruan, Jie Zhang, Wei Tian, Dou Wanchun*, Alex X. Liu.
Data Placement for Privacy-Aware Applications over Big Data in Hybrid Clouds[J]. Security and Communication Networks, 2017: 1-15.

Xiaolong Xu, Wanchun Dou*, Xuyun Zhang, Chunhua Hu, Jinjun Chen.
A Traffic Hotline Discovery Method over Cloud of Things Using Big Taxi GPS Data[J]. Software: Practice and Experience, 2017, 47(3): 361-377.

Liu Meng, Dou Wanchun*, Shui Yu.
How to Shutdown A Cloud: a DDoS Attack in a Private Infrastructure-As-A-Service Cloud[J]. International Journal of Autonomous and Adaptive Communications Systems, 2017, 10(1): 1-14.

Lianyong Qi, Haolong Xiang, Wanchun Dou*, Chi Yang, Yongrui Qin, Xuyun Zhang.
Privacy-Preserving Distributed Service Recommendation Based on Locality-Sensitive Hashing[C]. IEEE International Conference on Web Services (ICWS2017), 2017: 49-5.

Maqbool Khan, Xiaotong Wu, Xiaolong Xu, Wanchun Dou*.
Big Data Challenges and Opportunities in the Hype of Industry 4.0[C]. IEEE International Conference on Communications (ICC2017), 2017: 1-6.

Yiwen Zhang, Xiaofei Ai, Qiang He*, Xuyun Zhang, Wanchun Dou, Feifei Chen, Liang Chen, Yun Yang.
Personalized Quality Centric Service Recommendation[C]. International Conference on Service-Oriented Computing(ICSOC2017), 2017: 528-544.


 2016

Lianyong Qi, Xiaolong Xu, Xuyun Zhang, Wanchun Dou.
Structural Balance Theory-based E-commerce Recommendation over Big Rating Data[J]. IEEE Transactions on Big Data, 2016, accepted(online print, DOI: 10.1109/TBDATA.2016.2602849).

Wu Taotao, Dou Wanchun, Wu Fan, Tang Shaojie, Hu Chunhua, Chen Jinjun.
A Deployment Optimization Scheme over Multimedia Big Data for Large-Scale Media Streaming Application[J]. ACM Transactions on Multimedia Computing, Communications, and Applications, 2016, 12(5s): 73-95.

Xu Xiaolong, Dou Wanchun *, Xuyun Zhang, Jinjun Chen.
EnReal: An Energy-Aware Resource Allocation Method for Scientific Workflow Executions in Cloud Environment[J]. IEEE Transactions on Cloud Computing, 2016, 4(2): 166-179.

Wuzhao Yan, Bin Zhang, Xiaofeng Wang, Dou Wanchun, Jingcheng Wang.
Lebesgue-Sampling-Based Diagnosis and Prognosis for Lithium-Ion Batteries[J]. IEEE Transactions on Industrial Electronics, 2016, 63(3): 1804-1812.

Lianyong Qi, Dou Wanchun, Chunhua Hu, Yuming Zhou, Jiguo Yu.
A Context-aware Service Evaluation Approach over Big Data for Cloud Applications[J]. IEEE Transactions on Cloud Computing, 2016, accepted (online print, DOI: 10.1109/TCC.2015.2511764).

Xiaolong Xu, Wengping Wang, Taotao Wu, Wanchun Dou*, Shui Yu.
A Virtual Machine Scheduling Method for Trade-offs Between Energy and Performance in Cloud Environment[C]. International Conference on Advanced Cloud and Big Data (CBD2016), P:246-251. (Best Paper Award).

Xuyun Zhang, Christopher Leckie, Wanchun Dou, Jinjun Chen, Kotagiri Ramamohanarao, Zoran Salcic.
Scalable Local-Recoding Anonymization Using Locality Sensitive Hashing for Big Data Privacy Preservation[C]. ACM International Conference on Information and Knowledge Management(CIKM2016). P: 1793-1802.

Wu Xiaotong, Meng Liu, Dou Wanchun*, Longxiang Gao, Shui Yu.
A Scalable and Automatic Mechanism for Resource Allocation in Self-Organizing Cloud[J]. Peer-to-Peer Networking and Applications, 2016, 9(1): 28-41.

Zuojian Zhou, Wanchun Dou*, Guochao Jia, Chunhua Hu, Xiaolong Xu, Xiaotong Wu, Jingui Pan.
A Method for Real-Time Trajectory Monitoring to Improve Taxi Service Using GPS Big Data[J]. Information and Management, 2016, 53(8): 964-977.

Wei Shen, Wanchun Dou*, Fan Wu, Shaojie Tang, Qiang Ni.
Combined Cloud: A Mixture of Voluntary Cloud and Reserved Instance Marketplace[J]. Journal of Computer Science and Technology, 2016, 31(6): 1110-1123.

Lianyong Qi*, Xiaolong Xu, Wanchun Dou, Jiguo Yu, Zhili Zhou, Xuyun Zhang.
Time-Aware IoE Service Recommendation on Sparse Data[J]. Mobile Information Systems, 2016, in press(accepted).

Lianyong Qi, Wanchun Dou*, Xuyun Zhang.
Combining Social Balance Theory and Collaborative Filtering for Service Recommendation in Sparse Environment[C]. IEEE International Conference on Asia-Pacific Services Computing(APSCC2016), 2016: 357-374.

Shu Li, Jia Liu, Song Wang, Duanchao Li, Taigui Huang, Wanchun Dou*.
A Novel Node Selection Method for Real-Time Collaborative Computation in Cloud[C]. International Conference on Advanced Cloud and Big Data (CBD2016), 2016: 98-103.

Haolong Xiang, Xiaolong Xu, Haoquan Zheng, Shu Li, Taotao Wu, Wanchun Dou*, Shui Yu.
An Adaptive Cloudlet Placement Method for Mobile Applications over GPS Big Data[C]. IEEE Global Communications Conference (GLOBECOM2016), 2016: 1-6.

Jun Yang, Xiaolong Xu, Wenda Tang, Chunhua Hu, Wanchun Dou*, Jinjun Chen.
A Task Scheduling Method for Energy-Performance Trade-Off in Clouds[C]. IEEE International Conference on High Performance Computing and Communications(HPCC2016), 2016: 1029-1036.

Lianyong Qi*, Wanchun Dou, Xuyun Zhang.
Service Recommendation Based on Social Balance Theory and Collaborative Filtering[C]. International Conference on Service-Oriented Computing(ICSOC2016), 2016: 637-645.

Shunmei Meng, Song Wang, Taotao Wu, Duanchao Li, Taigui Huang, Xiaotong Wu, Xiaolong Xu, Wanchun Dou*.
An Uncertainty-Aware Evolutionary Scheduling Method for Cloud Service Provisioning[C]. IEEE International Conference on Web Services (ICWS2016), 2016: 506-513.


 2015

Dou Wanchun*, Xuyun Zhang, Jianxun Liu, Jinjun Chen*.
HireSome-II: Towards Privacy-Aware Cross-Cloud Service Composition for Big Data Applications[J]. IEEE Transactions on Parallel and Distributed Systems, 2015, 26(2):455-466.

Zhang Xuyun, Dou Wanchun, Jian Pei, Surya Nepal, Jinjun Chen.
Proximity-Aware Local-Recoding Anonymization with Mapreduce for Scalable Big Data Privacy Preservation in Cloud[J]. IEEE Transactions on Computers, 2015, 64(8):2293-2307. (CCF-A类期刊) .

Lin Wenmin, Dou Wanchun*, Zuojian Zhou, Chang Liu.
A Cloud-Based Framework for Home-Diagnosis Service over Big Medical Data[J]. Journal of Systems and Software, 2015, 102:192-206.

Zhang Shaoqian, Dou Wanchun*, Jinjun Chen.
A Service Evaluation Method for Cross-Cloud Service Choreography[J]. Concurrency and Computation: Practice and Experience, 2015, 27(9):2373-2389.

Maqbool Khan, Meng Liu, Dou Wanchun*, Shui Yu.
vGraph: Graph Virtualization Towards Big Data[C]. IEEE International Conference on Advanced Cloud and Big Data(CBD2015), 2015: 153-158.


 2014

Meng Shunmei, Dou Wanchun*, Xuyun Zhang, Jinjun Chen.
KASR: A Keyword-Aware Service Recommendation Method on Mapprof_dou_reduce for Big Data Applications[J]. IEEE Transactions on Parallel and Distributed Systems, 2014, 25(12):3221-3231. (CCF-A类期刊).

Liu Meng, Dou Wanchun*, Shui Yu, Zhensheng Zhang.
A Decentralized Cloud Firewall Framework with Resources Provisioning Cost Optimization[J]. IEEE Transactions on Parallel and Distributed Systems, 2014, 26(3):621-631. (CCF-A类期刊).

Hu Rong, Dou Wanchun*, Liu Jianxun.
ClubCF: A Clustering-Based Collaborative Filtering Approach for Big Data Application[J]. IEEE Transactions on Emerging Topics in Computing, 2014, 2(3):302-313.

Xu Xiaolong, Dou Wanchun*.
An Assistant Decision-Supporting Method for Urban Transportation Planning over Big Traffic Data[C]. International Conference on Human Centered Computing(HCC2014). 2014: 251-264.

Liu Yan, Guochao Jia, Xu Tao, Xiaolong Xu, Dou Wanchun*.
A Stop Planning Method over Big Traffic Data for Airport Shuttle Bus[C]. IEEE International Conference on Big Data and Cloud Computing (BDCloud 2014), 2014: 63-70.

Zhang Xuyun*, Chang Liu, Surya Nepal, Yang Chi, Dou Wanchun.
A Hybrid Approach for Scalable Sub-Tree Anonymization over Big Data Using Mapreduce on Cloud[J]. Journal of Computer and System Sciences, 2014, 80(5): 1008-1020.

Qi Lianyong, Dou Wanchun*, Jiancheng Ni, Xiaona Xia, Chunmei Ma, Jinfeng Liu.
A Trust Evaluation Method for Cloud Services with Fluctuant QoS and Flexible SLA[C]. IEEE International Conference on Web Services(ICWS2014), 2014: 345-352.

Wu Taotao, Dou Wanchun*, Chunhua Hu, Jinjun Chen.
Service Mining for Trusted Service Composition in Cross-Cloud Environment[J]. IEEE Systems Journal, 2014, 66:1-12.


 2013

Dou Wanchun*, Qi Chen, Jinjun Chen.
A Confidence-Based Filtering Method for DDoS Attack Defense in Cloud Environment[J]. Future Generation Computer Systems, 2013, 29:1838–1850.

Dou Wanchun*, Lianyong Qi, Xuyun Zhang, Jinjun Chen.
An Evaluation Method of Outsourcing Services for Developing an Elastic Cloud Platform[J]. The Journal of Supercomputing, 2013, 63(1):1-23.

Zhang Xuyun*, Chang Liu, Surya Nepal, Chi Yang, Dou Wanchun, Jinjun Chen.
SaC-FRAPP: A Scalable and Cost-Effective Framework for Privacy Preservation over Big Data on Cloud[J]. Concurrency and Computation: Practice and Experience, 2013, 25(18):2561-2576.

Zhang Xuyun, Chang Liu, Surya Nepal, Chi Yang, Dou Wanchun, Jinjun Chen.
Combining Top-Down and Bottom-Up: Scalable Sub-tree Anonymization over Big Data Using Mapprof_dou_reduce on Cloud[C]. IEEE International Conference on Trust, Security and Privacy in Computing and Communications (IEEE TrustCom 2013), 2013: 501-508.

Lin Wenmin, Dou Wanchun*, Zhanyang Xu, Jinjun Chen.
A QoS-Aware Service Discovery Method for Elastic Cloud Computing in an Unstructured Peer-to-peer Network[J]. Concurrency and Computation: Practice and Experience, 2013, 25(13):1843-1860.

Hu Rong, Dou Wanchun*, Jianxun Liu.
A Personalized Search Approach for Web Service Recommendation[J]. International Journal of Ad Hoc and Ubiquitous Computing, 2013, 13(2):83-95.

Zhang Shaoqian, Wenmin Lin, Dou Wanchun*, Jinjun Chen.
A Method for Optimizing Top-k Composite Services towards Preference-Aware Service Dominance[J]. International Journal of Web Services Research, 2013, 10(2):63-85.

Yang Jun, Wenmin Lin, Dou Wanchun*.
An Adaptive Service Selection Method for Cross-Cloud Service Composition[J]. Concurrency and Computation: Practice and Experience, 2013, 25(18):2435-2454.

Zhang Shaoqian, Dou Wanchun*, Jinjun Chen.
Selecting Top-K Composite Web Services using Preference-Aware Dominance Relationship[C]. IEEE International Conference on Web Services(ICWS2013), 2013: 75-82.


 2012

Yu Shui, Guofeng Zhao, Dou Wanchun, Simon James.
Predicted Packet Padding for Anonymous Web Browsing Against Traffic Analysis Attacks[J]. IEEE Transactions on Information Forensics and Security, 2012, 7(4):1381-1393. (CCF-A类期刊) .

Dou Wanchun, Chao Lv, Xuyun Zhang, Jinjun Chen.
A Collaborative QoS-aware Service Evaluation Method among Multi-users for A Shared Service[J]. International Journal of Web Services Research, 2012, 9(1):30-50.

Qi Lianyong, Dou Wanchun*, Xuyun Zhang, Jinjun Chen.
A QoS-aware Composition Method Supporting Cross-platform Service Invocation in Cloud Environment[J]. Journal of Computer and System Sciences, 2012, 78(5):1316-1329.

杨汝涛, 张绍谦, 窦万春*.
一种基于QoS剪枝的Top-k自动服务组合方法[J]. 电子学报, 2012, 40(7):1489-1491.

Meng Shunmei, Zhenxing Liu, Dou Wanchun*.
A QoS-Aware Service Optimization Method Based on History Records and Clustering[C]. IEEE International Conference on Cloud and Green Computing, 2012: 89-96.

Zhang Shaoqian, Zhenxing Liu, Dou Wanchun*.
An Enhanced Community Detection Method Based on Neighborhood Similarity[C]. IEEE International Conference on Cloud and Green Computing, 2012: 493-500.

Liu Meng, Zhenxing Liu, Dou Wanchun*.
A Practical Method for Detecting Community Structures in Decentralized and Unstructuprof_dou_red P2P Networks[C]. IEEE International Conference on Cloud and Green Computing, 2012: 440-447.

Bao Huihui, Dou Wanchun*.
A QoS-aware Service Selection Method for Cloud Service Composition[C]. IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012: 2254-2261.

Hu Rong, Dou Wanchun*, Jianxun Liu.
A Context-Aware Collaborative Filtering Approach for Service Recommendation[C]. IEEE International Conference on Cloud and Service Computing, 2012: 148-155.