个人简介
王磊（Lei Wang, Ph.D.），工学博士，南京林业大学副教授、硕士生导师，2018.12至2019.12香港中文大学荣誉访问学者，中国计算机学会（CCF）服务计算专业委员会执行委员，CCF传播工作委员会委员（传播大使），江苏省“六大人才高峰”培养对象。任多个国际会议的程序委员会委员（IEEE EDGE 2022, IEEE TrustCom 2020 to 2021、UbiSec 2021 to 2022、CCF NCSC 2017 to 2021、IEEE APSCC 2014 to 2019等），IEEE Transactions on Services Computing、IEEE Transactions on Reliability、IEEE Transactions on Cybernetics等十多个国际期刊审稿人。主要研究方向：服务计算、软件可靠性工程、金融大数据分析。2010年以来，作为核心成员参与了国家自然科学基金重点项目1项（基于服务组合的“系统的系统”软件机理与方法），此外还主持和参与过国家级、省部级项目多项。通过以往项目的研究，在重要期刊IEEE Transactions on Knowledge and Data Engineering (TKDE)、IEEE Transactions on Software Engineering （TSE）、IEEE Transactions on Parallel and Distributed Systems （TPDS）、IEEE Transactions on Services Computing（TSC）、Journal of Systems and Software (JSS)、Journal of Parallel and Distributed Computing (JPDC)、Knowledge-Based Systems (KNOSYS)、Concurrency and Computation: Practice and Experience (CPE)、Applied Intelligence (APIN)、IEEE Internet of Things Journal (JIOT)、《中国科学：信息科学》及重要国际会议ICSOC、ICWS、SCC等均有论文发表。TPDS、TSC、TOSEM、WWW等知名期刊及会议的论文在跟踪、引评其课题组研究成果。
* Lei is currently elected as the Business Administration Department Chair, Nanjing Forestry University. He is mainly working on intelligent computing methodologies for constructing and operating stable service-oriented systems. Self-motivated master’s students with good skills in mathematics and programming are most welcome!!! Lei also welcome some undergraduate students to join his team as cooperation researchers to work together with the M.S. students. Please note that Lei's current research interests mainly include data science and systems science, such as 1) reliability assurance for cloud and/or mobile edge computing (MEC) systems; 2) financial big data analysis, etc. Contact Lei via leiwangchn at 163 dot com. More details about his research can be found at https://dtriples.github.io/.
科研获奖
2020.12，国家教育部，第八届高等学校科学研究优秀成果奖（人文社会科学）（二等奖）
2019.1，2018年江苏省计算机学会优秀博士学位论文
2018.9，国家林草局，梁希林业科学技术奖（二等奖）
2017.7，Applied Soft Computing Journal杰出审稿人
2016.11，江苏省第十四届哲学社会科学优秀成果奖（三等奖)
2010.12，CSC-IBM中国优秀学生奖学金
学生获奖：
2018级硕士生万晶获得研究生国家奖学金,其硕士论文获2021年江苏省优秀硕士学位论文
2020级硕士生成浩获得研究生国家奖学金，所撰写的论文获2021年江苏省研究生“中国共产党以人民为中心的金融政策：百年沿革与发展”学术创新论坛优秀论文二等奖
2020级硕士生陈舒涵获得“华为杯”第十八届中国研究生数学建模竞赛二等奖
教授课程
数据结构与应用算法（本科生）
大数据分析（本科生）
智能服务系统（本科生）
数据仓库与数据挖掘技术（硕士生）
近期论文
查看导师新发文章
（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）
1. Lei Wang, Yunqiu Zhang, Xubin Zheng, Qi Yu, Shuhan Chen, and Junyao Ding, "SVD-based Behavior-aware Cloud Service APIs Recommendation for Large-scale Software Cloud Directory Platforms," Concurrency and Computation: Practice and Experience, 2022. (Accepted)
2. Lei Wang, Jing Wan, Yunqiu Zhang, Shuhan Chen, Zhixiang Zhu, and Yuqian Tao, "Trustworthiness Two-way Games via Margin Policy in E-commerce Platforms," Applied Intelligence, vol. 52, no. 3, pp. 2671-2689, 2022.
3. Demin Gao, Lei Wang, and Bin Hu, "Spectrum Efficient Communication for Heterogeneous IoT Networks," IEEE Transactions on Network Science and Engineering, 2022. DOI: 10.1109/TNSE.2022.3150575. (early access article)
4. Lei Wang, Shuhan Chen, and Qiang He, "Concept Drift-based Runtime Reliability Anomaly Detection for Edge Services Adaptation," IEEE Transactions on Knowledge and Data Engineering, 2021. DOI: 10.1109/TKDE.2021.3127224. (early access article) - 搜狐新闻
5. Lei Wang, Hao Cheng, Zibin Zheng, Aijun Yang, and Xiaohu Zhu, "Ponzi scheme detection via oversampling-based Long Short-Term Memory for smart contracts," Knowledge-Based Systems, vol. 228, pp. 107312, 2021.
6. Lei Wang, Yunqiu Zhang, and Xiaohu Zhu, "Concept Drift-Aware Temporal Cloud Service APIs Recommendation for Building Composite Cloud Systems", Journal of Systems and Software, vol.174, pp. 110902, 2021. - JSS每日论文推文分享
7. Lei Wang, Yunqiu Zhang, and Shuhan Chen, "Computation Offloading via Sinkhorn's Matrix Scaling for Edge Services," IEEE Internet of Things Journal, vol. 8, no. 10, pp. 8097-8106, May 2021.
8. Lei Wang, Qiang He, Demin Gao, Jing Wan, and Yunqiu Zhang, “Temporal-Perturbation Aware Reliability Sensitivity Measurement for Adaptive Cloud Service Selection”, IEEE Transactions on Services Computing, 2020. DOI: 10.1109/TSC.2020.3046360. (early access article) - A talk with the same title of this paper was invited to give at the 2021 IEEE World Congress on Services, Chicago, IL, USA, for selected TSC papers. The abstract of this talk is available at DOI: 10.1109/SERVICES51467.2021.00019.
9. 王磊, 张云秋, 徐丙凤, 徐逸卿. 组合云系统可靠性概念漂移在线度量方法研究. 中国科学: 信息科学, 2021, 51(9): 1438-1450.
10. Lei Wang, "Architecture-based Reliability-sensitive Criticality Measure for Fault-tolerance Cloud Applications," IEEE Transactions on Parallel and Distributed Systems, vol. 30, no. 11, pp. 2408-2421, Nov. 2019.
11. Hongbing Wang, Lei Wang, Qi Yu, Zibin Zheng, Athman Bouguettaya, and Michael R. Lyu, "Online Reliability Prediction via Motifs-based Dynamic Bayesian Networks for Service-Oriented Systems," IEEE Transactions on Software Engineering, vol. 43, no. 6, pp. 556-579, Jun. 2017.
12. Hongbing Wang, Lei Wang, Qi Yu, and Zibin Zheng, "Learning the Evolution Regularities for BigService-Oriented Online Reliability Prediction," IEEE Transactions on Services Computing, vol. 12, no. 3, pp. 398-411, May/Jun. 2019.
13. Hongbing Wang, Lei Wang, Qi Yu, Zibin Zheng, and Zhengping Yang, "A Proactive Approach Based on Online Reliability Prediction for Adaptation of Service-oriented Systems," Journal of Parallel and Distributed Computing, vol. 114, pp.70-84, 2018.
14. Hongbing Wang, Chao Yu, Lei Wang, and Qi Yu, "Effective BigData-Space Service Selection over Trust and Heterogeneous QoS Preferences," IEEE Transactions on Services Computing, vol. 11, no. 4, pp. 644-657, Jul./Aug. 2018.
15. Hongbing Wang, Zuling Kang, and Lei Wang, "Performance-Aware Cloud Resource Allocation via Fitness-enabled Auction," IEEE Transactions on Parallel and Distributed Systems, vol. 27, no. 4, pp. 1160 - 1173, Apr. 2016.
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