王磊    副教授 研究领域:服务计算、人工智能、大数据计算
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,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、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、人工智能、大数据计算。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,在重要国际期刊IEEE Transactions on Software Engineering (TSE)、IEEE Transactions on Parallel and Distributed Systems (TPDS)、IEEE Transactions on Services Computing(TSC)、Journal of Parallel and Distributed Computing (JPDC)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。主持的在研项目:教育部人文社会科学研究一般项目(青年基金项目),数据驱动的主动式质量保障研究—基于大服务视角(No.18YJCZH170)。

* 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!!! We also welcome some undergraduate students to join our team as cooperation researchers to work together with the M.S. students. Please be noted that our 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 me via leiwangchn at 163 dot com.

论文和专著

1.    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. 

2.    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. 

3.    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. 

4.    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.  

5.    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.

6.    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. 2019.1,2018年江苏省计算机学会优秀博士学位论文

  2. 2010.12,CSC-IBM中国优秀学生奖学金

  3. 2018.9,梁希林业科技进步奖(二等奖,排名第五)

  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,排名第五)



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)



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