吳迪(中山大學數據科學與計算機學院教授)

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吳迪，男，博士，中山大學數據科學與計算機學院教授，博士生導師，國家重點研發計畫項目首席專家，數字家庭互動套用國家地方聯合工程實驗室副主任，中山大學數據科學與計算機學院院長助理，先進網路與計算系統研究所所長。2000年本科畢業於中國科技大學，2003年碩士畢業於中科院計算所，2007年博士畢業於香港中文大學，2007年至2009年在美國紐約大學理工學院從事博士後研究。2009年通過百人計畫引進加入中山大學。主要研究方向包括邊緣計算、分散式學習、網路安全等。

基本介紹

  • 中文名：吳迪
  • 畢業院校：香港中文大學
  • 學位/學歷：博士
  • 專業方向：計算機科學與工程
  • 任職院校：中山大學
研究領域,人物經歷,教育背景,工作經歷,海外經歷,獲獎榮譽,科研項目,學術兼職,教授課程,代表論著,

研究領域

1. 邊緣計算：邊緣視頻、邊緣智慧型、容器雲；
2. 分散式學習：強化學習、推薦系統、圖計算、聯邦學習等；
3. 網路安全：區塊鏈、隱私保護等；

人物經歷

教育背景

  • 2004/08 - 2007/08，香港中文大學，計算機科學與工程，博士
  • 2000/09 - 2003/07，中國科學院計算技術研究所，計算機系統結構，碩士
  • 1995/09 - 2000/07，中國科學技術大學，計算機科學與技術，學士

工作經歷

  • 2015/12 – 至今, 中山大學，數據科學與計算機學院，院長助理
  • 2015/06 – 至今, 中山大學，數據科學與計算機學院，教授
  • 2011/10 – 2015/06, 中山大學，信息科學與技術學院，計算機科學系副系主任
  • 2009/07 – 2015/06, 中山大學，信息科學與技術學院，副教授（百人計畫引進）

海外經歷

  • 2007/09 － 2009/07, 紐約大學理工學院, 博士後研究員（合作導師：Keith W. Ross）

獲獎榮譽

  • IEEE Jack Neubauer Memorial Award，2019年
  • 中山大學校級教學成果獎一等獎，2019年
  • 廣東省特支計畫科技創新領軍人才，2018年
  • 廣東省計算機學會優秀論文獎一等獎，2017年
  • 中山大學科研業績突出貢獻個人獎，2016年
  • IEEE IWCMC最佳論文獎獲得者，2016年
  • EAI IndustrialIOT最佳論文獎獲得者，2016年
  • 教育部新世紀優秀人才支持計畫，2012年
  • 廣東省自然科學傑出青年基金獲得者，2012年
  • 廣州市珠江科技新星計畫入選者，2011年
  • IEEE INFOCOM最佳論文獎獲得者，2009年(1435篇投稿中唯一獲獎者，第一作者)

科研項目

  • 國家重點研發計畫“高性能計算”重點專項，2018YFB0204100，基於國家高性能計算環境的HPC教育實踐平台2.0，2018/5-2021/4 ，主持
  • 國家重點研發計畫“高性能計算”重點專項，2016YFB0201900，基於國家高性能計算環境的教育實踐平台，2016/7-2018/6 ，主持
  • 國家自然科學基金面上項目，61572538，用戶體驗可感知的軟體定義移動流媒體分發理論與算法研究，2016/1-2019/12 ，主持
  • 國家自然科學基金面上項目，61272397，基於微數據中心的低能耗移動流媒體分發機制研究，2013/1-2016/12 ，主持
  • 廣東省科技重大專項，2014B010117004，電信行業大數據精準行銷與服務運營平台，2014/12-2017/12 ，主持（高校方）
  • 廣東省自然科學傑出青年基金, 微數據中心理論體系和套用研究，2013/10-2016/10, 主持
  • 中山大學高校基本科研業務費青年教師重點培育項目，邊緣計算基礎理論和套用研究，2019/1-2020/12，主持
  • 中山大學重大項目和前沿新興交叉學科培育資助計畫，17LGJC23，藥物虛擬篩選中的圖論算法及其並行化關鍵技術研究，2017/1-2018/12 ，主持

學術兼職

現擔任IEEE多媒體通信技術委員會MSIG主席、中國計算機學會網路與數據通訊專委會常務委員、廣東省計算機學會大數據專委會委員、IEEE TCSVT期刊特邀編委、Springer Telecom. Systems，SCN等國際SCI期刊編委。曾任中國計算機學會理事（2012-2015）、CCF YOCSEF廣州分論壇主席（2014-2015）、IEEE GLOBECOM CCSNA '14 TPC Co-Chair和多個國際會議技術委員會成員。

教授課程

  • Cloud Computing, Spring 2017.
  • Cloud Data Management, Fall 2016.
  • Advanced Topics on Computer Networking, Spring 2011.
  • Computer Organizatoin, Spring 2011, Spring 2012, Spring 2013, Fall 2013, Summer 2014, Summer 2015
  • Computer Networking, Fall 2010, Spring 2015, Spring 2016
  • Network Security, Spring 2010, Fall 2011, Fall 2012, Spring 2014

代表論著

  1. Learning Driven Computation Offloading for Asymmetrically Informed Edge Computing, Miao Hu, Lei Zhuang, Di Wu, Yipeng Zhou, Xu Chen, and Liang Xiao, In IEEE Transactions on Parallel and Distributed Systems (IEEE TPDS), In press, 2019.
  2. Learning-based Computation Offloading for IoT Devices with Energy Harvesting, Minghui Min, Liang Xiao, Dongjin Xu, Peng Cheng, Di Wu, Weihua Zhuang, In IEEE Transactions on Vehicular Technology (IEEE TVT), In press, 2019.
  3. Emotion-Aware Multimedia System Security, Yin Zhang, Yongfeng Qian, Di Wu, M. Shamim Hossain, Ahmed Ghoneim, Min Chen,In IEEE Transactions on Multimedia (IEEE TMM), Volume: 21, Issue:3, Page(s): 617-624, Mar. 2019.
  4. Deep Feature Learning for Medical Image Analysis with Convolutional Autoencoder Neural Network, Min Chen, Xiaobo Shi , Yin Zhang, Di Wu, Mohsen Guizani, In IEEE Transactions on Big Data (IEEE TBD), In press, 2019.
  5. Replicating Coded Content in Crowdsourcing-based CDN Systems, Yipeng Zhou, Terence H. Chan, Siu Wai Ho, Guoqiao Ye and Di Wu, In IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), Volume: 28, Issue:12, Page(s): 3492-3503, Dec. 2018.
  6. Interpreting Video Recommendation Mechanisms by Mining View Count Traces, Yipeng Zhou, Jiqiang Wu, Terence H. Chan, Siu Wai Ho, Dah Ming Chiu, Di Wu, In IEEE Transactions on Multimedia (IEEE TMM),Volume: 20, Issue:8, Page(s): 2153-2165, August 2018.
  7. Opportunistic Task Scheduling over Co-Located Clouds in Mobile Environment, Min Chen, Yixue Hao, Di Wu, Yong Li, Kai Hwang, In IEEE Transactions on Services Computing (IEEE TSC), Volume: 11, Issue:3, Page(s): 549-561, June 2018.
  8. Buffer State is Enough: Simplifying the Design of QoE-Aware HTTP Adaptive Video Streaming, Weiwei Huang, Yipeng Zhou, Xueyan Xie, Di Wu, Min Chen, Edith Ngai, In IEEE Transactions on Broadcasting (IEEE TBC), Volume: 64, Issue:2, Page(s): 590-601, June 2018.
  9. Statistical Study of View Preferences for Online Videos with Cross-platform Information, Yipeng Zhou, Xuhong Gu, Di Wu, Min Chen, Terence H. Chan, Siu Wai Ho, In IEEE Transactions on Multimedia (IEEE TMM), Volume 20, Issue 6, 1512-1524, June 2018.
  10. Cache Behavior Characterization and Validation over Large-scale Video Data, Jiaqiang Liu, Huan Yan, Yong Li, Di Wu, Li Su and Depeng Jin, In IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), Volume: 28, Issue 3, 734-745, March 2018.
  11. HELOS: Heterogeneous Load Scheduling for Electric Vehicle-integrated Microgrids, Gaoxiang Li, Di Wu, Jiefeng Hu, Yong Li, M. Shamim Hossain and Ahmed Ghoneim, In IEEE Transactions on Vehicular Technology (IEEE TVT),Volume 66, Issue 7, Pages 5785 - 5796, July 2017. (Corresponding Author)
  12. Online Cloud Transcoding and Distribution for Crowdsourced Live Game Video Streaming, Yuanhuan Zheng, Di Wu, Yihao Ke, Can Yang, Min Chen, and Guoqing Zhang, In IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), Volume 27, Issue 8, Pages 1777 - 1789, August 2017.
  13. Measuring and Analyzing Third-party Mobile Game App Stores in China, Tingting Wang, Di Wu, Jiaming Zhang, Min Chen, Yipeng Zhou, In IEEE Transactions on Network and Service Management (IEEE TNSM), Volume 13, Issue 4, pages 793-805, Dec. 2016. (Corresponding Author)
  14. Efficient Upstream Bandwidth Multiplexing for Cloud Video Recording Services, Jian He, Di Wu, Xueyan Xie, Min Chen, Yong Li and Guoqing Zhang. In IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), Volume 26, Issue 10, pages 1893 - 1906 , Oct. 2016. (Corresponding Author)
  15. Toward Cost-Effective Mobile Video Streaming via Smart Cache with Adaptive Thresholding, Di Wu, Jian Huang, Jian He, Min Chen, and Guoqing Zhang. In IEEE Transactions on Broadcasting (IEEE TBC), Volume 61, Issue 4, pages 639-650, Dec. 2015. (Corresponding Author)
  16. On Achieving Cost-Effective Adaptive Cloud Gaming in Geo-distributed Data Centers, Hao Tian, Di Wu, Jian He, Yuedong Xu, and Min Chen. In IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), Volume 25, Issue 12, pages 2064-2077, Dec. 2015. (Corresponding Author)
  17. Playing High-End Video Games in the Cloud: A Measurement Study, Zheng Xue, Di Wu, Jian He, Xiaojun Hei, and Yong Liu. In IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), Volume 25, Issue 12, pages 2013-2025, Dec. 2015. (Corresponding Author)
  18. Eco-Aware Online Power Management and Load Scheduling for Green Cloud Datacenters, Xiang Deng, Di Wu, Junfeng Shen and Jian He. In IEEE Systems Journal (IEEE JSYST), In press, 2015. (Corresponding Author)
  19. On the Computation Offloading at Ad Hoc Cloudlet: Architecture and Service Modes, Min Chen, Yixue Hao, Yong Li, Chin-Feng Lai, and Di Wu. In IEEE Communications Magazine (IEEE COMMAG), Vol. 53, No. 6, pp. 18-24, June 2015. (ESI Highly Cited Paper)
  20. SmartGW: Enabling Bandwidth-Efficient Group Watching in Cloud Social TV Systems, Zheng Xue, Di Wu, Xueyan Xie, and Yonggang Wen. In ACM/Springer Mobile Networks and Applications (ACM/Springer MONET), Volume 20, Issue 3, Page 308-319, Jun 2015. (Corresponding Author)
  21. iCloudAccess: Cost-Effective Streaming of Video Games from the Cloud with Low Latency, Di Wu, Zheng Xue and Jian He. In IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), Volume 24, Issue 8, Pages 1405 - 1416, Aug. 2014. Popular Articles of IEEE TCSVT (among the Top 50 most frequently downloaded articles for IEEE TCSVT, Sep 2014, Feb 2015)
  22. On the Cost-QoE Trade-off for Cloud-based Video Streaming under Amazon EC2's Pricing Models, Jian He, Yonggang Wen, Jianwei Huang and Di Wu, In IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), Volume 24, Issue 4, Pages 669 - 680, Apr. 2014. (Corresponding Author)
  23. CBM: Online Strategies on Cost-aware Buffer Management for Mobile Video Streaming, Jian He, Zheng Xue, Di Wu, Dapeng Oliver Wu, and Yonggang Wen. In IEEE Transactions on Multimedia (IEEE TMM), Volume 16, Issue 1, Pages 242 - 252, Jan. 2014. (Corresponding Author)
  24. Toward Optimal Deployment of Cloud-Assisted Video Distribution Services, Jian He, Di Wu, Yupeng Zeng, Xiaojun Hei, and Yonggang Wen. In IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), Volume 23, Issue 10, Pages 1717 - 1728, Oct. 2013. (Corresponding Author)
  25. Balancing Performance and Fairness in P2P Live Video Systems, Di Wu, Yi Liang, Jian He, and Xiaojun Hei. In IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), Volume 23, Issue 6, Pages 1029 - 1039, June 2013.
  26. Unraveling the BitTorrent Ecosystem, Chao Zhang, Prithula Dhungel, Di Wu and Keith W. Ross. In IEEE Transactions on Parallel and Distributed Systems (IEEE TPDS), Volume 22, Issue 7, Pages 1164 - 1177, July 2011.
  27. Understanding and Improving Ratio Incentives in Private Communities, Zhengye Liu, Prithula Dhungel, Di Wu, Chao Zhang, and Keith W. Ross. In Proc. of the 30th International Conference on Distributed Computing Systems (IEEE ICDCS '10) Genoa, Italy, Jun 2010.
  28. Modeling and Analysis of Multi-Channel P2P Live Video Systems, Di Wu, Yong Liu and Keith W. Ross. In IEEE/ACM Transactions on Networking (IEEE/ACM ToN), Volume 18, Issue 4, Pages 1248-1260, Aug. 2010.
  29. BitTorrent Darknets, Chao Zhang, Prithula Dhungel, Di Wu, Zhengye Liu, and Keith W. Ross. In IEEE Conference on Computer Communications (IEEE INFOCOM '10), San Diego, CA, Mar 2010.
  30. Queuing Network Models for Multi-Channel P2P Live Streaming Systems, Di Wu, Yong Liu and Keith W. Ross. In IEEE Conference on Computer Communications (IEEE INFOCOM '09), Rio de Janeiro, Brazil, Apr. 2009. (Best Paper Award of Infocom 2009, 1 out of 1,435 submitted papers)
  31. Modeling, Analysis and Improvement for BitTorrent-Like File Sharing Networks, Ye Tian, Di Wu and Kam-Wing Ng. In Proc. of IEEE Annual Conference on Computer Communications (IEEE INFOCOM'06) Barcelona, Spain, Apr. 2006. (Acceptance Ratio: 18%)

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