王磊    副教授 研究领域:服务计算、大数据分析、人工智能
办公电话:025-85427377 职务:
E-Mail:leiwangchn@163.com 系科:管理科学与工程系
 
个人简历
论文和专著
科研项目
科研获奖
教授课程
个人简历

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委员,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 TrustCom 2020 to 2021、CCF NCSC 2017 to 2020、IEEE APSCC 2014 to 2019等),IEEE Transactions on Services Computing、IEEE Transactions on Reliability等十多个国际期刊审稿人。主要研究方向:服务计算、大数据分析、人工智能。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 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)、《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、TAAS、WWW等知名期刊及会议的论文在跟踪、引用我们的成果。

* Lei is mainly working on intelligent big data 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 concept drift detection and adaptation, reliability assurance for cloud systems, cloud-edge computing, AI Finance, etc. Contact Lei via leiwangchn at 163 dot com.

论文和专著

1.   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.

2.   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.

3.   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. (early access article)

4.   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. 2020. (在线发表) 

5.   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.

6.   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.

7.   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.

8.   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.

9.   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.

10.  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.



科研获奖

  1. 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,5/10)

  2. 2019.1,2018年江苏省计算机学会优秀博士学位论文

  3. 2018.9,国家林草局,梁希林业科学技术奖(二等奖)

  4. 2017.7,Applied Soft Computing Journal杰出审稿人

  5. 2016.11,江苏省第十四届哲学社会科学优秀成果奖(三等奖,5/10)

  6. 2010.12,CSC-IBM中国优秀学生奖学金



教授课程

  1. 数据结构与应用算法(本科生)

  2. 大数据分析(本科生)

  3. 智能服务系统(本科生)

  4. 数据仓库与数据挖掘技术(硕士生)



『返回』『修改个人资料』