王鵬偉(東華大學計算機科學技術學院教師)

王鵬偉，男，東華大學計算機科學與技術學院教師。

基本介紹

• 中文名：王鵬偉
• 學位/學歷：碩導
• 職業：東華大學計算機科學與技術學院教師
• 性別：男

個人簡介

2013年博士畢業於同濟大學，2015年博士後完成於義大利比薩大學計算機科學系，同年進入東華大學計算機學院，從事科研與教學工作。

研究方向包括雲計算與邊緣計算、服務計算、智慧型最佳化與算法、數據挖掘與分析、網路交易風險防控等。近年來在IEEE TCC、TSC、TSMC、TASE、ICWS、SCC、ICPADS、ISPA等國內外重要學術期刊和會議上發表論文70餘篇，谷歌學術引用700餘次。出版《網路計算》學術專著1部，申請國家發明專利30餘項。入選了上海市青年科技英才揚帆計畫、東華大學“勵志計畫”等人才項目，獲得上海市技術發明一等獎、人工智慧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。

持續擔任ACM TWEB、TAAS、IEEE TFS、TSC、TII、TPDS、TSMC-S、TASE等數十個權威國際期刊的審稿人及國際會議的程式委員會委員。

教學情況

[1] 軟體工程導論

[2] Cloud Computing（英文，研究生）

[3] 服務計算與雲計算（研究生）

科研項目

[1]上海市“科技創新行動計畫”高新技術領域課題：面向網際網路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

[2]東華大學“勵志計畫”人才項目：雲計算環境下資源的選擇與最佳化研究，2019.1-2021.12，50萬元，主持

[3]國家重點研發計畫項目：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

[4]國家自然科學基金青年項目：多雲環境下複雜服務套用的最佳化分配關鍵技術研究，2017.1-2019.12，20萬元，主持

[5]上海市青年科技英才揚帆計畫項目：面向複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

[6]上海市“科技創新行動計畫”高新技術領域項目：“風控雲”的數據勘探及平台支撐技術，2016.7-2018.6，113萬元，主持

[7] 中央高校自由探索項目：雲計算服務的選擇與最佳化關鍵技術研究，2016.1-2018.12，10萬元，主持

[8]國家自然科學基金面上項目：基於隨機Petri網的大規模網路服務系統行為適配模型及方法，2015.01-2018.12，83萬元，項目骨幹

[9]歐盟FP7計畫：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

主要成就

[1] 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=5.938)

[2] 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=8.216)

[3] 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=13.451)

[4] 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=13.451)

[5] 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=5.90)

[6] 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=3.367)

[7]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)

[8]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, IF=1.025)

[9] 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=3.367)

[10]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=4.35)

[11] 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)

[12] 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. (服務計算Top會議, CCF C)

[13] 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)

[14] 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)

[15] 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=8.216)

[16] 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, 2018, 48(3): 448-459. (Top期刊, SCI, IF=13.451)

[17] 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=8.216)

[18] 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=13.451)

[19] 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=13.451)

[20] 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=5.083)

[21] 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)

[22] 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)

[23] 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)

社會任職

[1] Academic Editor：Scientific Programming (SCI-indexed)；

[2] PC Member：IEEE BigData 2021，ICCSI 2021，CBD 2020，APSCC 2019，ICSS 2019，CBD 2019，CollaborateCom 2018，APSCC 2018，NCSC 2018，ICSS 2018，NCSC 2017，CBD 2017，NCSC 2016，SERVICES 2015，SeaClouds 2014等；

[3] 審稿人：ACM TWEB、TAAS，IEEE TFS、TPDS、TSC、TMC、TSMC、TASE、TII、TCSS等十餘個國際著名期刊；

[4] 中國計算機學會會員，服務計算專業委員會執行委員；

[5] 中國自動化學會會員，網路信息服務專業委員會委員；

[6] 中國人工智慧學會會員，自然計算與數字智慧型城市專業委員會委員；

[7] 上海市人工智慧學會副秘書長；

[8] 上海市計算機學會會員，協同計算與信息服務專業委員會委員；

[9] IEEE member；

獲獎記錄

[1] 2020年，上海市技術發明一等獎(排名第3)；

[2] 2020年，International Conference on Big Data and Information Analytics (BigDIA)，最佳學生論文獎；

[3] 2020年，中國人工智慧學會優秀科技成果獎；

[4] 2020年，東華大學優秀碩士學位論文(指導教師)；

[5] 2019年，入選東華大學“勵志”人才計畫；

[6] 2017年，亞太地區數學建模競賽二等獎(指導教師)；

[7] 2017年，東華大學師德建設青年標兵；

[8] 2016年，入選上海市青年科技揚帆人才計畫；

[9] 2016年，上海市優秀博士學位論文；

[10] 2015年，中國人工智慧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；