伍賽

伍賽

伍賽，教授、博士生導師，現任浙江大學軟體學院副院長，畢業於新加坡國立大學。

基本介紹

  • 中文名：伍賽
  • 畢業院校：新加坡國立大學
  • 學位/學歷：博士
  • 職業：教師
  • 專業方向：計算機科學與技術
人物經歷,研究方向,主講課程,學術成果,榮譽獎勵,

人物經歷

2002和2005年於北京大學分別獲得學士和碩士學位，於2011年在新加坡國立大學獲得博士學位。
2020年入選國家“萬人計畫”青年拔尖人才。
現任浙江大學軟體學院副院長。

研究方向

主要的研究方向包括：分散式數據、大數據處理、人工智慧驅動的數據分析等。
  • ·資料庫
  • ·大數據處理
  • ·資料庫智慧型化
  • ·分散式數據處理

主講課程

2018-2019 大數據分析；
2017-2018 作業系統原理，作業系統實踐；
2016-2017 作業系統原理，作業系統實踐；
2015-2016 作業系統原理；
2014-2015 作業系統原理；
2013-2014 作業系統原理。

學術成果

近五年在資料庫領域頂級/重要學術期刊ACM Computing Survey、The VLDB Journal (VLDBJ)、IEEE Transactions on Knowledge and Data Engineering (TKDE)等和國際會議SIGMOD、VLDB、ICDE、SIGIR等發表論文50多篇。據不完全統計，本申請人已以第一/通訊作者發表 SCI 期刊論文的影響因子累計總量超 20，SCI檢索14篇，EI檢索52篇，CCF A類會議26篇，Google Scholar他引2300餘次，SCI他引180餘次，SCI單篇最高他引58次，H指數23。
論文《Distributed data management using MapReduce》作為滑鐵盧大學、雅典大學等大數據課程教材。申請人是多個國際知名會議（VLDB2010, ICDE2011，CIKM2011, VLDB2014, ICDE2014, SIGMOD2014, SIGMOD2015, VLDB2015，VLDB2016, VLDB2017，CIKM2017, ICDE 2018, VLDB2018, VLDB2019）的程式委員會委員，是VLDB 2014會議的Web Chair，APWeb 2015 的Tutorial Chair， APWeb 2011特邀報告學者。申請人基於epiC開發的yzStack大數據平台已經在浙江省財政廳、南方電網超高壓、杭州市海關等項目上得到套用。
專利：
伍賽.基於微博的眾包問答系統信息採集方法.發明專利,.2016:2/6
伍賽.一種基於內容環境增強的用戶事件相關度計算方法.發明專利,.2017:4/6
伍賽.一種分散式網路信息結構化處理方法.發明專利,.2017:2/5
論文期刊
  • Xinyuan Luo, Sai Wu, Wei Wang, Lidan Shou: Tuning the granularity of parallelism for distributed graph processing. Distributed and Parallel Databases 35(2): 117-148 (2017)
  • Xiaoling Gu, Sai Wu, Pai Peng, Lidan Shou, Ke Chen, Gang Chen:CSIR4G: An effective and efficient cross-scenario image retrieval model for glasses. Inf. Sci. 417: 310-327 (2017)
  • Dongxiang Zhang, Long Guo, Liqiang Nie, Jie Shao, Sai Wu, Heng Tao Shen:Targeted Advertising in Public Transportation Systems with Quantitative Evaluation. ACM Trans. Inf. Syst. 35(3): 20:1-20:29 (2017)
  • Dawei Jiang, Sai Wu, Gang Chen, Beng Chin Ooi, Kian-Lee Tan, Jun Xu:epiC: an extensible and scalable system for processing Big Data. VLDB J. 25(1): 3-26 (2016)
  • Gang Chen, Sai Wu, Yuan Wang: The Evolvement of Big Data Systems: From the Perspective of an Information Security Application. Big Data Research 2(2): 65-73
  • Sai Wu, Gang Chen, Ke Chen, Feng Li, Lidan Shou:HM: A Column-Oriented MapReduce System on Hybrid Storage. IEEE Trans. Knowl. Data Eng. 27(12): 3304-3317 (2015)
  • Dingyu Yang, Jian Cao, Sai Wu, Jie Wang:Progressive online aggregation in a distributed stream system. Journal of Systems and Software 102: 146-157 (2015)
  • Xianke Zhou, Sai Wu, Gang Chen, Lidan Shou: kNN processing with co-space distance in SoLoMo systems. Expert Syst. Appl. 41(16): 6967-6982 (2014)
  • Xianke Zhou, Sai Wu, Chun Chen, Gang Chen, Shanshan Ying: Real-time recommendation for microblogs. Inf. Sci. 279: 301-325 (2014)
  • Feng Li, Beng Chin Ooi, M. Tamer Özsu, Sai Wu: Distributed data management using MapReduce. ACM Comput. Surv. 46(3): 31 (2014)
  • Gang Chen, Tianlei Hu, Dawei Jiang, Peng Lu, Kian-Lee Tan, Hoang Tam Vo, Sai Wu: BestPeer++: A Peer-to-Peer BasedLarge-Scale Data Processing Platform. IEEE Trans. Knowl. Data Eng. 26(6): 1316-1331 (2014)
  • Lidan Shou, Sai Wu: Supporting Efficient Social Media Search in Cyber-Physical Web. IEEE Data Eng. Bull. 36(3): 83-90 (2013)
  • Sai Wu, Xiaoli Wang, Sheng Wang, Zhenjie Zhang, Anthony K.H. Tung: K-Anonymity for Crowdsourcing Database. IEEE Transactions on Knowledge and Data Engineering, 15 May 2013 (preprint)
  • Gang Chen, Sai Wu, Jingbo Zhou, Anthony K.H. Tung: Automatic Itinerary Planning for Traveling Services.IEEE Transactions on Knowledge and Data Engineering, 13 March 2013 (preprint)
  • Gang Chen, Ke Chen, Dawei Jiang, Beng Chin Ooi, Lei Shi, Hoang Tam Vo, Sai Wu: E3: an Elastic Execution Engine for Scalable Data Processing. JIP 20(1): 65-76 (2012)
  • Dalie Sun, Sai Wu, Shouxu Jiang, Jianzhong Li: Approximate Aggregations in Structured P2P Networks. IEEE Trans. Knowl. Data Eng. 23(11): 1748-1752 (2011)
會議論文
  1. Zhifei Pang, Sai Wu, Gang Chen, Ke Chen, Lidan Shou:FlashView: An Interactive Visual Explorer for Raw Data. PVLDB 10(12): 1869-1872 (2017)
  2. Sai Wu, Mengdan Zhang, Gang Chen, Ke Chen:A New Approach to Compute CNNs for Extremely Large Images. CIKM 2017: 39-48
  3. Sai Wu, Weichao Ren, Chengchao Yu, Gang Chen, Dongxiang Zhang, Jingbo Zhu:Personal recommendation using deep recurrent neural networks in NetEase. ICDE 2016: 1218-1229
  4. Xiaoling Gu, Lidan Shou, Pai Peng, Ke Chen, Sai Wu, Gang Chen:iGlasses: A Novel Recommendation System for Best-fit Glasses. SIGIR 2016: 1109-1112
  5. Chang Yao, Divyakant Agrawal, Gang Chen, Beng Chin Ooi, Sai Wu:Adaptive Logging: Optimizing Logging and Recovery Costs in Distributed In-memory Databases. SIGMOD Conference 2016: 1119-1134
  6. Yuxin Zheng, Qi Guo, Anthony K. H. Tung, Sai Wu:LazyLSH: Approximate Nearest Neighbor Search for Multiple Distance Functions with a Single Index. SIGMOD Conference 2016: 2023-2037
  7. Zhenhua Wang, Ping He, Lidan Shou, Ke Chen, Sai Wu, Gang Chen:Toward the New Item Problem: Context-Enhanced Event Recommendation in Event-Based Social Networks. ECIR 2015: 333-338
  8. Sai Wu, Gang Chen, Xianke Zhou, Zhenjie Zhang, Anthony K. H. Tung, Marianne Winslett:PABIRS: A data access middleware for distributed file systems. ICDE 2015: 113-124
  9. Xiaoling Gu, Pai Peng, Mengwen Li, Sai Wu, Lidan Shou, Gang Chen:Cross-Scenario Eyeglasses Retrieval via EGYPT Model. ICMR 2015: 463-466
  10. Dawei Jiang, Gang Chen, Beng Chin Ooi, Kian-Lee Tan, Sai Wu: epiC: an Extensible and Scalable System for Processing Big Data. PVLDB 7(7): 541-552 (2014) (Best Paper Award)
  11. Sai Wu, Gang Chen, Ke Chen, Lidan Shou, Hui Cao, He Bai: yzStack: Provisioning Customizable Solution for Big Data. PVLDB 7(13): 1778-1783 (2014)
  12. Pai Peng, Lidan Shou, Ke Chen, Gang Chen, Sai Wu: The knowing camera 2: recognizing and annotating places-of-interest in smartphone photos. SIGIR 2014: 707-716
  13. Pai Peng, Lidan Shou, Ke Chen, Gang Chen, Sai Wu:The Knowing Camera:Recognizing Places-of-Interest in SmartPhone Photos(Poster), SIGIR 2013
  14. Xianke Zhou, Ke Chen, Sai Wu, Bingbing Zhang: Crowd-Answering System via Microblogging. ICDE (DEMO) 2013
  15. Peng Lu, Sai Wu, Lidan Shou, Kian-Lee Tan: An Efficient and Compact Indexing Scheme for Large-scale Data Store. ICDE 2013
  16. Sai Wu, Vibhore Kumar, Kun-Lung Wu, Beng Chin Ooi: Parallelizing stateful operators in a distributed stream processing system: how, should you and how much? DEBS 2012: 278-289
  17. Chen Liu, Sai Wu, Shouxu Jiang, Anthony K. H. Tung: Cross Domain Search by Exploiting Wikipedia. ICDE 2012: 546-557
  18. Gang Chen, Tianlei Hu, Dawei Jiang, Peng Lu, Kian-Lee Tan, Hoang Tam Vo, Sai Wu: BestPeer++: A Peer-to-Peer Based Large-Scale Data Processing Platform. ICDE 2012: 582-593
  19. Xuan Liu, Meiyu Lu, Beng Chin Ooi, Yanyan Shen, Sai Wu, Meihui Zhang: CDAS: A Crowdsourcing Data Analytics System CoRR abs/1207.0143: (2012)
  20. Xuan Liu, Meiyu Lu, Beng Chin Ooi, Yanyan Shen, Sai Wu, Meihui Zhang: CDAS: A Crowdsourcing Data Analytics System. PVLDB 5(10): 1040-1051 (2012)
  21. Sai Wu, F. Li, S. Mehrotra, B. C. Ooi: Query Optimization for Massively Parallel Data Processing. ACM Symposium on Cloud Computing (SOCC). 2011.
  22. Yu Cao, Chun Chen, Fei Guo, Dawei Jiang, Yuting Lin, Beng Chin Ooi, Hoang Tam Vo, Sai Wu, Quanqing Xu: ES2: A cloud data storage system for supporting both OLTP and OLAP. ICDE 2011: 291-302
  23. Chun Chen, Feng Li, Beng Chin Ooi, Sai Wu: TI: an efficient indexing mechanism for real-time search on tweets. SIGMOD Conference 2011: 649-660
  24. Yuting Lin, Divyakant Agrawal, Chun Chen, Beng Chin Ooi, Sai Wu: Llama: leveraging columnar storage for scalable join processing in the MapReduce framework. SIGMOD Conference 2011: 961-972
  25. Gang Chen, Hoang Tam Vo, Sai Wu, Beng Chin Ooi, M. Tamer Özsu: A Framework for Supporting DBMS-like Indexes in the Cloud. PVLDB 4(11): 702-713 (2011)
  26. Jinbao Wang, Sai Wu, Hong Gao, Jianzhong Li, Beng Chin Ooi: Indexing multi-dimensional data in a cloud system. SIGMOD Conference 2010: 591-602
  27. Sai Wu, Beng Chin Ooi, Kian-Lee Tan: Continuous sampling for online aggregation over multiple queries. SIGMOD Conference 2010: 651-662
  28. Chun Chen, Gang Chen, Dawei Jiang, Beng Chin Ooi, Hoang Tam Vo, Sai Wu, Quanqing Xu: Providing Scalable Database Services on the Cloud. WISE 2010: 1-19
  29. Sai Wu, Dawei Jiang, Beng Chin Ooi, Kun-Lung Wu: Efficient B-tree Based Indexing for Cloud Data Processing. PVLDB 3(1): 1207-1218 (2010)
  30. Dawei Jiang, Beng Chin Ooi, Lei Shi, Sai Wu: The Performance of MapReduce: An In-depth Study. PVLDB 3(1): 472-483 (2010)
  31. Quang Hieu Vu, Mihai Lupu, Sai Wu: SiMPSON: Efficient Similarity Search in Metric Spaces over P2P Structured Overlay Networks. Euro-Par 2009: 498-510
  32. Sai Wu, Quang Hieu Vu, Jianzhong Li, Kian-Lee Tan: Adaptive Multi-join Query Processing in PDBMS. ICDE 2009: 1239-1242
  33. Sai Wu, Kun-Lung Wu: An Indexing Framework for Efficient Retrieval on the Cloud. IEEE Data Eng. Bull. 32(1): 75-82 (2009)
  34. Sai Wu, Shouxu Jiang, Beng Chin Ooi, Kian-Lee Tan: Distributed Online Aggregation. PVLDB 2(1): 443-454 (2009)
  35. Dalie Sun, Sai Wu, Jianzhong Li, Anthony K. H. Tung: Skyline-join in distributed databases. ICDE Workshops 2008: 176-181
  36. Sai Wu, Jianzhong Li, Beng Chin Ooi, Kian-Lee Tan: Just-in-time query retrieval over partially indexed data on structured P2P overlays. SIGMOD Conference 2008: 279-290
  37. Sai Wu, Hong Gao, Bei Yu. Supporting High Dimensional Range Queries in Peer-to-Peer Systems DBISP2P 2007. Austria

榮譽獎勵

大數據並行處理框架epiC的論文被評選為VLDB 2014最佳論文獎,分散式資料庫BestPeer++論文獲ICDE 2012最佳論文提名。大數據相關研究成果及其套用獲得了2016年教育部科技進步獎一等獎（4/10），2019年電子學會科技進步特等獎（6/15）, 2020年電子學會科技進步一等獎（3/15）, 2020年教育部科技進步獎一等獎（9/10）。

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