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，同年进入网投比较靠谱的大平台计算机学院，从事科研与教学工作。
研究方向包括云计算与边缘计算、服务计算、数据挖掘与分析、网络金融智能风控等。近年来在IEEE TCC、TSC、TSMC、TASE、ICWS、SCC、ICPADS、ISPA等国内外重要学术期刊和会议上发表论文80余篇，谷歌学术引用1000余次。出版《网络计算》学术专著1部，申请国家发明专利50余项。入选了上海市青年科技英才扬帆计划、网投比较靠谱的大平台“励志计划”等人才项目，获得上海市技术发明一等奖、人工智能学会优秀科技成果奖、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 TWEB、TAAS、TECS、IEEE TFS、TSC、TCC、TII、TPDS、TMC、TITS、TSMC-S、TASE、TVT、IoT、TCSS等数十个权威国际期刊的审稿人及国际会议的程序委员会委员。
研究方向：
云计算、边缘计算、服务计算、数据挖掘与分析、网络金融智能风控
讲授课程：
[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）
近期主持或参与的科研项目：
[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，2019.9-2021.8，85万元，主持
[2]网投比较靠谱的大平台“励志计划”人才项目：云计算环境下资源的选择与优化研究，2019.1-2021.12，50万元，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，2017.1-2019.12，20万元，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，2016.6-2019.5，20万元，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，2016.7-2018.6，113万元，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，2016.1-2018.12，10万元，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，2015.01-2018.12，83万元，项目骨干
[9]欧盟FP7计划：SeaClouds—Seamless Adaptive Multi-cloud Management of Service-based Applications，2013.01-2016.02，299万欧元，课题组长，博士后研究员
代表性论著：
[1] [专著]蒋昌俊, 王鹏伟. 网络计算. 北京: 科学出版社(科学出版基金资助), 2020.
[2] Pengwei Wang, Zhen Chen, MengChu Zhou, Zhaohui Zhang, et al., Cost-Effective and Latency-minimized Data Placement Strategy for Spatial Crowdsourcing in Multi-Cloud Environment, IEEE Transactions on Cloud Computing (TCC), online published, Oct. 2021, DOI: 10.1109/TCC.2021.3119862. (Top期刊, SCI, IF=5.697)
[3] Jingtan Jia, Pengwei Wang*. Low Latency Deployment of Service-based Data-intensive Applications in Cloud-Edge Environment. The 2022 IEEE International Conference on Web Services (ICWS 2022), Barcelona, Spain, July 11-15, 2022, pp. 57-66. (服务计算顶会, CCF B, Acceptance rate: 14%)
[4] 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. (Top期刊, SCI, IF=11.019)
[5] 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. (Top期刊, SCI, IF=11.471)
[6] 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. (Top期刊, SCI, IF=11.471)
[7] 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, IF=6.558)
[8] 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, IF=3.476)
[9]Pengwei Wang, Caihui Zhao, Wenqiang 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)
[10]Pengwei Wang, Caihui Zhao, Yi Wei, Dong Wang, Zhaohui Zhang, An Adaptive Data Placement Architecture in Multi-cloud Environments,Scientific Programming, Vol. 2020, Article 1704258, 12 pages, 2020. (SCI, IF=1.672)
[11] 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, IF=3.476)
[12]Pengwei Wang, Zhijun Ding, Changjun Jiang, and Mengchu Zhou, Automated Web Service Composition Supporting Conditional Branch Structures,Enterprise Information Systems, 2014, 8(1): 121-146. (SCI, IF=4.407)
[13] Pengwei Wang, Yajun Zhao, Zhaohui Zhang, Joint Optimization of Data Caching and Task Scheduling based on Information Entropy for Mobile Edge Computing, The 19th IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA 2021), New York, USA, Sept. 30-Oct. 3, 2021. (CCF C)
[14] Pengwei Wang, Zhen Chen, Zhaohui Zhang. Suitability-based Task Assignment in Crowdsourcing Markets. In 2020 IEEE International Conference on Services Computing (SCC 2020), pp. 361-369, Beijing, China, Oct. 18-24, 2020. (服务计算Top会议, CCF C)
[15] Eryang Cao, Pengwei Wang*, Chungang Yan and Changjun Jiang. A Cloudedge-Combined Data Placement Strategy based on User Access Regions. The 2020 6th International Conference on Big Data and Information Analytics (BigDIA 2020), Shenzhen, China, pp. 243-250, 2020. (Best Student Paper Award)
[16] 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. (CCF C)
[17] Guobing Zou, Z. Qin, Q. He, Pengwei Wang, B. Zhang and Y. Gan, DeepWSC: Clustering Web Services via Integrating Service Composability into Deep Semantic Features, IEEE Transactions on Services Computing, doi: 10.1109/TSC.2020.3026188. (Top期刊, SCI, IF=11.019)
[18] Qin Zhao, Cheng Wang,Pengwei Wang, MengChu Zhou, Changjun Jiang, A Novel Method on Information Recommendation via Hybrid Similarity,IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2018, 48(3): 448-459. (Top期刊, SCI, IF=11.471)
[19] 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, 2016, 9(3): 330-342. (Top期刊, SCI, IF=11.019)
[20] 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, 2016, 46(2): 234-247. (Top期刊, SCI, IF=11.471)
[21] 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, 2014, 44(12): 1633-1648. (Top期刊, SCI, IF=11.471)
[22] 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, 2013, 10(3): 634-642. (Top期刊, SCI, IF=6.636)
[23] 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. (服务计算Top会议, CCF B)
[24] 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. (服务计算Top会议, CCF B)
[25] 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. (服务计算Top会议, CCF B)
主要社会任职与学术服务：
[1] Academic Editor：Scientific Programming (SCI-indexed)；
[2] PC Member：IEEE BigData, APSCC, ICSS, ICCSI, CBD, CollaborateCom, NCSC, SERVICES, SeaClouds等；
[3] 审稿人：ACM TWEB、TAAS、TECS、IEEE TFS、TSC、TCC、TII、TPDS、TMC、TITS、TSMC-S、TASE、TVT、IoT、TCSS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执行委员；
[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] 2020年，International Conference on Big Data and Information Analytics (BigDIA)，最佳员工论文奖；
[3] 2020年，中国人工智能学会优秀科技成果奖；
[4] 2021年、2020年，网投比较靠谱的大平台优秀硕士学位论文(指导教师)；
[5] 2019年，入选网投比较靠谱的大平台“励志”人才计划；
[6] 2017年，亚太地区数学建模竞赛二等奖(指导教师)；
[7] 2017年，网投比较靠谱的大平台师德建设青年标兵；
[8] 2016年，入选上海市青年科技扬帆人才计划；
[9] 2016年，上海市优秀博士学位论文；
[10] 2015年，中国人工智能学会优秀博士学位论文评选入围终评；
[11] 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353，图文信息中心818
个人网站：https://sites.google.com/view/wangpengwei/