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与边缘计算、Serverless、服务计算、数据智能与网络金融风控等。近年来在IEEE TCC、TSC、TSMC、TASE、IoTJ、ICWS等国内外重要学术期刊和会议上发表论文90余篇，谷歌学术引用1200余次。出版学术专著2部，授权国家发明专利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、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。
担任服务计算领域顶会IEEE ICWS、大数据领域顶会IEEE BigData，以及IEEE SERVICES、APSCC、CollaborateCom、ICSS、ICCSI、CBD、NCSC等多个国内外知名学术会议的程序委员会委员。持续担任相关领域十余个国际著名期刊的审稿人，如ACM TWEB、TAAS、TECS、IEEE TFS、TSC、TCC、TII、TPDS、TMC、TITS、TSMC-S、TASE、TVT、IoT、TCSS等。
研究方向：
云计算与边缘计算、Serverless、服务计算、数据智能与网络金融风控
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] 蚂蚁集团, CCF-蚂蚁绿色计算专项科研基金, FaaS场景中冷启动问题的研究与优化, 2024 - 2025, 30万元, 主持
[2] 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
[3] 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，2019.1-2021.12，50万元，主持
[4] 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
[5] 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
[6] 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
[7] 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
[8] 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
[9] 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
[10] 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]王鹏伟. 多云计算与智能优化. 北京: 科学出版社, 2023.
[2] [专著]蒋昌俊, 王鹏伟. 网络计算. 北京: 科学出版社, 2020.
[3] 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), 2023, 11(1): 868-878. (Top期刊, IF=6.5)
[4] Pengwei Wang, Jin Xu, MengChu Zhou, Aiiad Albeshri. Budget-constrained Optimal Deployment of Redundant Services in Edge Computing Environment. IEEE Internet of Things Journal, 2023, 10(11): 9453-9464. (Top期刊, 一区, IF=10.6)
[5] Qin Zhao, Jingyi Huang, Gang Liu, Yaru Miao, Pengwei Wang*. A Multi-interest and Social Interest-Field Framework for Financial Security, IEEE Transactions on Computational Social Systems (TCSS), 2023, doi: 10.1109/TCSS.2023.3252611. (二区, IF=5)
[6] 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, CCF A, IF=8.1)
[7] 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, IF=8.7)
[8] 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, IF=8.7)
[9] 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 (二区, IF=6.6)
[10] 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, 15(4): 1940-1953, 2022. (Top期刊, CCF A, IF=8.1)
[11] 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, IF=8.7)
[12] 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, CCF A, IF=8.1)
[13] 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, IF=8.7)
[14] 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, IF=8.7)
[15] 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, IF=5.6)
[16] 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Top会议, CCF B, Acceptance rate: 14%)
[17] 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)
[18] 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)
[19] 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)
[20] Zekun Hu, Pengwei Wang*, Peihai Zhao, and Zhaohui Zhang. A Dichotomous Repair-based Load-Balanced Task Allocation Strategy in Cloud-Edge Environment. The 19th EAI International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom 2023), Corfu Island, Greece, October 4-6, 2023. (CCF C)
[21] Zhilian Zhang, Pengwei Wang*, Zhaohui Zhang. A Budget-constrained Service Deployment Strategy based on Cost Allocation in Cloud-Edge Environment. The 29th IEEE International Conference on Parallel and Distributed Systems (ICPADS 2023), Hainan, China, December 17-21, 2023. (CCF C)
[22] Hengdi Huang, Pengwei Wang*, Zhaohui Zhang, Qin Zhao. A Spatio-Temporal Attention-Based GCN for Anti-Money Laundering Transaction Detection, The 19th International Conference on Advanced Data Mining and Applications (ADMA 2023), Shenyang, China, 2023, pp. 634-648. (CCF C)
[23] 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)
[24] 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. (CCF C)
[25] 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)
[26] 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)
主要社会任职与学术服务：
[1] 中国自动化学会网络计算专委会，秘书长；
[2] 中国计算机学会服务计算专委会，执行委员；软件工程专委会，委员；
[3] 中国人工智能学会自然计算与数字智能城市专委会，委员；
[4] 中国电子学会区块链分会，委员；
[5] 上海市人工智能学会副秘书长；
[6] 上海市计算机学会协同计算与信息服务专业委员会，委员；人工智能专委会，委员；
[7] CCF YOCSEF上海，AC委员；
荣誉及获奖：
[1] 2020年，上海市技术发明一等奖（第三完成人）；
[2] 2020年，International Conference on Big Data and Information Analytics (BigDIA)，最佳学生论文奖；
[3] 2020年，中国人工智能学会优秀科技成果奖；
[4] 2021年、2020年，东华大学优秀硕士学位论文(指导教师)；
[5] 2019年，入选东华大学“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，东华大学师德建设青年标兵；
[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
个人网站：https://sites.google.com/view/wangpengwei/