王鹏伟(副教授)




王鹏伟


男 副教授 副博导 硕导 计算机软件与理论系


个人简介:

2013年博士毕业于同济大学,2015年博士后完成于意大利比萨大学计算机科学系,同年进入东华大学计算机学院,从事科研与教学工作。

研究方向包括云计算、服务计算、智能优化与算法、数据挖掘与分析、网络交易风险防控等。近年来在国内外重要学术期刊和国际会议上发表论文50余篇,包括服务计算领域一流期刊和会议IEEE TSCICWSSCC及权威的IEEE Trans论文等十余篇,谷歌学术引用500余次。申请国家发明专利30余项。入选了上海市青年科技英才扬帆计划、东华大学“励志计划”等人才项目,获得上海市技术发明一等奖、上海市优秀博士学位论文、同济大学优秀博士学位论文等多项奖励。

持续担任ACM TWEBTAASIEEE TFSTSCTIITPDSTSMC-STASE等数十个权威国际期刊的审稿人及国际会议的PC委员。


教学情况:

[1] 软件工程导论

[2] Cloud Computing(英文,研究生)

[3] 服务计算与云计算(研究生)


近期主要科研项目:

[1] 上海市“科技创新行动计划”高新技术领域课题:面向互联网金融风控的大数据分析核心算法模型,2019.9-2021.885万元,主持

[2] 东华大学“励志计划”人才项目:云计算环境下资源的选择与优化研究,2019.1-2021.1250万元,主持

[3] 国家重点研发计划项目:智慧城市的群体态势辨识与服务计算的基础理论及关键技术研究,2019.7-2022.6,项目骨干

[4] 国家自然科学基金青年项目:多云环境下复杂服务应用的优化分配关键技术研究,2017.1-2019.1220万元,主持

[5] 上海市青年科技英才扬帆计划项目:面向复杂流程的服务自动组合方法及关键技术研究,2016.6-2019.520万元,主持

[6] 上海市“科技创新行动计划”高新技术领域项目:“风控云”的数据勘探及平台支撑技术,2016.7-2018.6113万元,主持

[7] 中央高校自由探索项目:云计算服务的选择与优化关键技术研究,2016.1-2018.1210万元,主持

[8] 国家自然科学基金面上项目:基于随机Petri网的大规模网络服务系统行为适配模型及方法,2015.01-2018.1283万元,项目骨干

[9] 欧盟FP7计划:SeaClouds—Seamless Adaptive Multi-cloud Management of Service-based Applications2013.01-2016.02299万欧元,课题组长,博士后研究员


近期主要论著:

[1] Wenqiang Liu,Pengwei Wang*, Ying Meng, Caihui Zhao, Zhaohui Zhang. Cloud Spot Instance Price Prediction using kNN Regression.Human-centric Computing and Information Sciences, 2020, DOI: 10.1186/s13673-020-00239-5 (SCI)

[2]Pengwei Wang*, Caihui ZhaoWenqiang Liu, Zhen Chen, Zhaohui Zhang, Optimizing Data Placement for Cost effective and High Available Multi-Cloud Storage,Computing and Informatics, 2020, 39(1-2): 51-89. (SCI)

[3]Pengwei Wang*, Caihui Zhao, Yi Wei, Dong Wang* and Zhaohui Zhang, An Adaptive Data Placement Architecture in Multi-cloud Environments,Scientific Programming, Vol. 2020, Article 1704258, 12 pages, 2020. (SCI)

[4]Pengwei Wang*, Yinghui Lei, Promise Agbedanu, Zhaohui Zhang, Makespan-Driven Workflow Scheduling in Clouds Using Immune-based PSO Algorithm,IEEE Access, Vol. 8, pp. 29281-29290, 2020. (SCI)

[5]Pengwei Wang*, Yujun LuoZhen Chen, Lianghua HeZhaohui Zhang, Orientation Analysis for Chinese News based on Word Embedding and Syntax Rules,IEEE Access, Vol. 7, pp. 159888-159898, 2019. (SCI)

[6] Wenqiang Liu,Pengwei Wang*, Ying Meng, Guobing Zou, Zhaohui Zhang. A Novel Algorithm for Optimizing Selection of Cloud Instance Types in Multi-cloud Environment. The 25th IEEE International Conference on Parallel and Distributed Systems (ICPADS 2019), Tianjin, China, December 4-6, 2019. (EI, CCF C)

[7] Wenqiang Liu,Pengwei Wang*, Ying Meng, Qin Zhao, Caihui Zhao, Zhaohui Zhang. A Novel Model for Optimizing Selection of Cloud Instance Types. IEEE Access, Vol.7, pp. 120508-120521, 2019. (SCI)

[8] Promise Agbedanu, Pengwei Wang*, Richard Nortey, Lamptey Odartey. Forensics in the Cloud: A Literature Analysis and Classification. The 5th International Conference on Big Data Computing and Communications (BIGCOM 2019), pp. 124-132, Qingdao, China, Aug. 9-11, 2019. (EI)

[9] Guobing Zou, Zhen Qin, Qiang He, Pengwei Wang, Bofeng Zhang, Yanglan Gan*. DeepWSC: A Novel Framework with Deep Neural Network for Web Service Clustering. The 26th IEEE International Conference on Web Services (ICWS 2019), Milan, Italy, July 8-13, 2019. (EI, CCF B)

[10] Xinxin Zhou, Zhaohui Zhang, Lizhi Wang,Pengwei Wang. A Model Based on Siamese Neural Network for Online Transaction Fraud Detection. InProc. of the 2019 International Joint Conference on Neural Networks (IJCNN 2019), Budapest, Hungary, July 14-19, 2019. (EI, CCF C)

[11] Zhaohui Zhang, Lina Ge,Pengwei Wang, Xinxin Zhou, Behavior Reconstruction Models for Large-scale Network Service Systems,Peer-to-Peer Networking and Applications, 2019, 12(2): 502-513, Mar. 2019. (SCI, CCF C)

[12]Pengwei Wang*, Caihui Zhao and Zhaohui Zhang, An Ant Colony Algorithm based Approach for Cost-Effective Data Hosting with High Availability in Multi-Cloud Environments, inProc. of 15th IEEE International Conference on Networking, Sensing and Control (ICNSC 2018), Zhuhai, China. March 2018. (EI)

[13] Qin Zhao, Cheng Wang,Pengwei Wang, MengChu Zhou, and Changjun Jiang*, A Novel Method on Information Recommendation via Hybrid Similarity,IEEE Transactions on Systems, Man, and Cybernetics: Systems(TSMC), 2018, 48(3): 448-459. (SCI, 一区)

[14] Guobing Zou, Yang Xiang,Pengwei Wang, Shengye Pang, Honghao Gao, Sen Niu*, Yanglan Gan*. Extracting Business Execution Processes of API Services for Mashup Creation, in14th EAI International Conference on Collaborative Computing(CollaborateCom 2018), pp. 448-466, Shanghai, China. December 1-3, 2018. (EI, CCF C).

[15] Guobing Zou, Shengye Pang,Pengwei Wang, Huaikou Miao, Sen Niu, Yanglan Gan*, Bofeng Zhang*. Neighborhood-based Uncertain QoS Prediction of Web Services via Matrix Factorization, in14th EAI International Conference on Collaborative Computing(CollaborateCom 2018), pp. 659-675, Shanghai, China. December 1-3, 2018. (EI, CCF C).

[16] Zhaohui Zhang, Xinxin Zhou, Xiaobo Zhang, Lizhi Wang, Pengwei Wang, A Model Based on Convolutional Neural Network for Online Transaction Fraud Detection, Security and Communication Networks, Vol. 2018, Article ID 5680264, 9 pages, Aug. 2018. (SCI, CCF C)

[17] Tianyuan Zhuang, Pengwei Wang*, Yaying Zhang and Zhaohui Zhang, A Novel Method for Open Relation Extraction from Public Announcements of Chinese Listed Companies, in Proc. of 2017 IEEE Fifth International Conference on Advanced Cloud and Big Data (CBD), pp. 200-205, 2017. (EI)

[18] Zhijun Ding, Yuchen Chen, Meiqin Pan*, Xiaolun Li, and Pengwei Wang, Network-Aware Service Composition in Mobile Environment, Concurrency and Computation: Practice and Experience, 2017, 29(3). (SCI)

[19] Pengwei Wang*, Zhijun Ding, Changjun Jiang, Mengchu Zhou, and Yuwei Zheng, “Automatic Web Service Composition Based on Uncertainty Execution Effects,” IEEE Transactions on Services Computing (TSC), 2016, 9(4): 551-565. (SCI, CCF B, 二区)

[20] Yan Wu, Chungang Yan, Zhijun Ding, Guanjun Liu, Pengwei Wang, Changjun Jiang*, and Mengchu Zhou*, “A Multilevel Index Model to Expedite Web Service Discovery and Composition in Large-Scale Service Repositories,” IEEE Transactions on Services Computing (TSC), 2016, 9(3): 330-342. (SCI, CCF B, 二区)

[21] Antonio Brogi, Andrea Canciani, Jacopo Soldani, Pengwei Wang, “A Petri Net-Based Approach to Model and Analyze the Management of Cloud Applications,” LNCS Transactions on Petri Nets and Other Models of Concurrency (ToPNoC), Vol. 9930, pp. 28-48, 2016.09. (EI)

[22] Haichun Sun, Changjun Jiang*, Zhijun Ding, Pengwei Wang, and Mengchu Zhou*, “Topic-oriented exploratory search based on an indexing network,” IEEE Transactions on Systems, Man, and Cybernetics: Systems (TSMC), 2016, 46(2): 234-247. (SCI, 一区)

[23]Pengwei Wang, Zhijun Ding, Changjun Jiang*, and Mengchu Zhou, “Constraint-Aware Approach to Web Service Composition,”IEEE Transactions on Systems, Man, and Cybernetics: Systems(TSMC), 2014, 44(6): 770-784. (SCI, 一区)

[24]Pengwei Wang, Zhijun Ding*, Changjun Jiang, and Mengchu Zhou, “Automated Web Service Composition Supporting Conditional Branch Structures,” Enterprise Information Systems(EIS), 2014, 8(1): 121-146. (SCI)

[25] Changjun Jiang, Haichun Sun, Zhijun Ding,Pengwei Wang, and Mengchu Zhou*, “An Indexing Network: Model and Applications,”IEEE Transactions on Systems, Man, and Cybernetics: Systems (TSMC), 2014, 44(12): 1633-1648. (SCI, 一区)

[26] Mingjie Zhong, Zhijun Ding*, Haichun Sun, and Pengwei Wang, “A Self-learning Clustering Algorithm Based on Clustering Coefficient,” in Proc. of 15th International Conference on Web Information System Engineering (WISE 2014), pp. 79-94, Thessaloniki, Greece, Oct. 12-14, 2014. (EI, CCF C)

[27]Pengwei Wang*, Zhijun Ding, Changjun Jiang, and Mengchu Zhou, “Design and Implementation of a Web-Service-based Public-oriented Personalized Health Care Platform,”IEEE Transactions on Systems, Man, and Cybernetics: Systems(TSMC), 2013, 43(4): 941-957. (SCI, 一区)

[28] Yan Wu, Chungang Yan, Zhijun Ding, Guanjun Liu,Pengwei Wang, Changjun Jiang, and Mengchu Zhou*, “A Novel Method for Calculating Service Reputation,”IEEE Transactions on Automation Science and Engineering(TASE), 2013, 10(3): 634-642. (SCI, CCF B, 二区)

[29] Yan Wu, Chungang Yan, Zhijun Ding, Pengwei Wang, Changjun Jiang, and Mengchu Zhou, “A Relational Taxonomy of Services for Large Scale Service Repositories,” in Proc. of the 2012 IEEE International Conference on Web Services (ICWS 2012), pp. 644-645, Hawaii, USA, Jun. 2012. (EI, CCF B)

[30] Pengwei Wang*, Zhijun Ding, Changjun Jiang, and Mengchu Zhou, “Web Service Composition Techniques in a Health Care Service Platform,” in Proc. of the 2011 IEEE International Conference on Web Services (ICWS 2011), pp. 355-362, Washington D.C., USA, Jul. 4-9, 2011. (EI, CCF B)


主要社会任职与学术服务:

[1] Academic EditorScientific Programming (SCI-indexed)

[2] PC MemberCBD 2020APSCC 2019ICSS 2019CBD 2019CollaborateCom 2018APSCC 2018NCSC 2018ICSS 2018NCSC 2017CBD 2017NCSC 2016SERVICES 2015SeaClouds 2014等;

[3] 审稿人:ACM TWEBTAASIEEE TFSTPDSTSCTMCTSMCTASETIITCSSAccess等十余个国际著名期刊;

[4] 中国计算机学会会员,服务计算专业委员会委员;

[5] 中国自动化学会会员,网络信息服务专业委员会委员;

[6] 中国人工智能学会会员,自然计算与数字智能城市专业委员会委员;

[7] 上海市人工智能学会副秘书长;

[8] 上海市计算机学会会员,协同计算与信息服务专业委员会委员;

[9] IEEE member


荣誉及获奖:

[1] 2020年,上海市技术发明一等奖(排名第3)

[2] 2019年,第二届全国高校数据驱动创新研究大赛优秀奖(指导教师)

[3] 2019年,入选东华大学“励志”人才计划;

[4] 2017年,亚太地区数学建模竞赛二等奖(指导教师)

[5] 2017年,东华大学师德建设青年标兵;

[6] 2016年,入选上海市青年科技扬帆人才计划;

[7] 2016年,上海市优秀博士学位论文;

[8] 2015年,中国人工智能学会优秀博士学位论文评选入围终评;

[9] 2014年,同济大学优秀博士学位论文;


联系方式:

电话:021-67792164

邮箱:wangpengwei@dhu.edu.cn

办公地址:1号学院楼103,图文信息中心818