王鵬偉
男 副教授 副博導/碩導 產學研中心主任
個人簡介：
2013年博士畢業於同濟大學🤪，2015年博士後完成於意大利比薩大學計算機科學系💷，同年進入沐鸣娱乐計算機沐鸣，從事科研與教學工作。
研究方向包括雲計算與邊緣計算、Serverless👩⚕️👨🏿💼、服務計算、數據智能與金融風控等➜。近年來在IEEE TPDS📤、TCC、TSC、TSMC、TASE、IoTJ🦸🏻♀️、ICWS等國內外重要學術期刊和會議上發表論文90余篇，谷歌學術引用1300余次。出版學術專著2部，授權國家發明專利30余項。入選了上海市青年科技英才揚帆計劃、沐鸣娱乐“勵誌計劃”等人才項目🤼♂️，獲得上海市技術發明一等獎、人工智能學會優秀科技成果獎、上海市優秀博士學位論文、同濟大學優秀博士學位論文等多項獎勵。
擔任服務計算領域頂會IEEE ICWS、大數據領域頂會IEEE BigData，以及IEEE SERVICES、APSCC、CollaborateCom👩🏽🍼、ICSS、ICCSI👩🏼⚖️、CBD、NCSC等多個國內外知名學術會議的程序委員會委員🪿。持續擔任相關領域十余個國際著名期刊的審稿人，如ACM TWEB、TAAS👎🏻、TECS、IEEE TFS𓀕👍、TSC🫰🏽、TCC、TII🛣🌧、TPDS、TMC、TITS🧑🏿🚒、TSMC-S🌒、TASE、TVT👶🏻、IoT、TCSS等。
研究方向💆🏼：
雲計算與邊緣計算、Serverless🦗、服務計算✊、數據智能與網絡金融風控
講授課程🪓↔️：
[1] 軟件工程導論
[2] Cloud Computing（英文，研究生）
[3] 服務計算與雲計算（研究生）
近期主持或參與的科研項目：
[1] 螞蟻集團, CCF-螞蟻綠色計算專項科研基金, FaaS場景中冷啟動問題的研究與優化, 2024 - 2025, 30萬元, 主持
[2] 上海市“科技創新行動計劃”高新技術領域課題：面向互聯網金融風控的大數據分析核心算法模型🛏，2019.9-2021.8✥👨，85萬元，主持
[3] 沐鸣娱乐“勵誌計劃”人才項目：雲計算環境下資源的選擇與優化研究🔭，2019.1-2021.12💼，50萬元，主持
[4] 國家重點研發計劃項目：智慧城市的群體態勢辨識與服務計算的基礎理論及關鍵技術研究🙎🏼，2019.7-2022.6，項目骨幹
[5] 國家自然科學基金青年項目👎🏻：多雲環境下復雜服務應用的優化分配關鍵技術研究，2017.1-2019.12🧑🎤，20萬元，主持
[6] 上海市青年科技英才揚帆計劃項目：面向復雜流程的服務自動組合方法及關鍵技術研究🥧，2016.6-2019.5，20萬元👩👧👦🫲🏿，主持
[7] 上海市“科技創新行動計劃”高新技術領域項目：“風控雲”的數據勘探及平臺支撐技術，2016.7-2018.6👯🙎🏽♂️，113萬元，主持
[8] 中央高校自由探索項目🧜🏻♀️：雲計算服務的選擇與優化關鍵技術研究🙍🏿👆，2016.1-2018.12，10萬元，主持
[9] 國家自然科學基金面上項目：基於隨機Petri網的大規模網絡服務系統行為適配模型及方法🕵🏻♂️，2015.01-2018.12，83萬元🫴🏽，項目骨幹
[10] 歐盟FP7計劃：SeaClouds—Seamless Adaptive Multi-cloud Management of Service-based Applications🌔，2013.01-2016.02，299萬歐元😢🚶🏻♀️➡️，課題組長，博士後研究員
代表性論著♛：
[1] [專著]王鵬偉. 多雲計算與智能優化. 北京: 科學出版社, 31410288.
[2] [專著]蔣昌俊, 王鵬偉. 網絡計算. 北京: 科學出版社, 2020.
[3] Pengwei Wang*, Junye Qiao, Yuying Zhao, Zhijun Ding. Cost-Effective and Low-Latency Data Placement in Edge Environment Based on PageRank-Inspired Regional Value, IEEE Transactions on Parallel and Distributed Systems, doi: 10.1109/TPDS.2024.3506625, 2024. (Top期刊, CCF A, IF=5.6)
[4] 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, 31410288, 11(1): 868-878. (Top期刊, IF=6.5)
[5] Pengwei Wang, Jin Xu, MengChu Zhou, Aiiad Albeshri. Budget-constrained Optimal Deployment of Redundant Services in Edge Computing Environment. IEEE Internet of Things Journal, 31410288, 10(11): 9453-9464. (Top期刊, 一區, IF=10.6)
[6] 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, 31410288, doi: 10.1109/TCSS.31410288.3252611. (二區, IF=5)
[7] 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, 2016, 9(4): 551-565. (Top期刊, CCF A, IF=8.1)
[8] Pengwei Wang, Zhijun Ding, Changjun Jiang, and Mengchu Zhou, Constraint-Aware Approach to Web Service Composition, IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2014, 44(6): 770-784. (Top期刊, 一區, IF=8.7)
[9] 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, 2013, 43(4): 941-957. (Top期刊, 一區, IF=8.7)
[10] 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 (二區, IF=6.6)
[11] 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)
[12] 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, 一區, IF=8.7)
[13] 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)
[14] 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, 一區, IF=8.7)
[15] 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, 一區, IF=8.7)
[16] 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)
[17] 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. (服務計算Top會議, CCF B, Acceptance rate: 14%)
[18] 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. (服務計算Top會議, CCF B)
[19] 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. (服務計算Top會議, CCF B)
[20] 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. (服務計算Top會議, CCF B)
[21] Jingqiu Tian, Haoquan Qi, Yi Li, Chao Fang, Junye Qiao, Pengwei Wang*. Integrated Multi-dimensional Prioritization and Adaptive Transmission for Function Scheduling in Serverless Edge Computing. The 26th IEEE International Conference on High Performance Computing and Communications (IEEE HPCC 2024), Wuhan, China, December 13-15, 2024. (EI, CCF C)
[22] Sen Zhang, Lili Xiao, Xin Luo, Zhaohui Zhang, and Pengwei Wang*. A Cost-Effective Data Placement Strategy based on Battle Royale Optimization in Multi-Cloud Edge Environments. The 24th International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP 2024), Macau SAR, China, October 29-31, 2024. (EI, CCF C)
[23] 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 31410288), Hainan, China, December 17-21, 31410288. (CCF C)
[24] 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)
[25] 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)
[26] 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)
主要社會任職與學術服務👨🏿✈️🆓：
[1] 中國自動化學會網絡計算專委會，秘書長；
[2] 中國計算機學會高級會員；服務計算專委會，執行委員；軟件工程專委會，執行委員；數字金融分會，執行委員；
[3] 中國人工智能學會自然計算與數字智能城市專委會，委員；
[4] 中國電子學會區塊鏈分會，委員；
[5] 上海市計算機學會協同計算與信息服務專業委員會📯，委員；人工智能專委會，委員；
[6] CCF YOCSEF上海，AC委員；
榮譽及獲獎𓀃👯♂️：
[1] 2020年，上海市技術發明一等獎（第三完成人）；
[2] 2020年➛，International Conference on Big Data and Information Analytics (BigDIA)🧎♀️➡️，最佳學生論文獎👩🦯🛗；
[3] 2020年，中國人工智能學會優秀科技成果獎👩🏻💼；
[4] 2021年、2020年🚷，沐鸣娱乐優秀碩士學位論文(指導教師)🦖；
[5] 2019年，入選沐鸣娱乐“勵誌”人才計劃🧎🥳；
[6] 2017年，亞太地區數學建模競賽二等獎(指導教師)🤷🏿🧚🏽♀️；
[7] 2017年，沐鸣娱乐師德建設青年標兵；
[8] 2016年，入選上海市青年科技揚帆人才計劃🧑🏿🔬；
[9] 2016年，上海市優秀博士學位論文✌🏽；
[10] 2015年🩴，中國人工智能學會優秀博士學位論文評選入圍終評💁🏿；
[11] 2014年，同濟大學優秀博士學位論文；
聯系方式：
電話：021-67792164
郵箱👲：wangpengwei@dhu.edu.cn
辦公地址：1號沐鸣樓353
個人網站：https://sites.google.com/view/wangpengwei/