Umeshwar Dayal：研究开发

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领导团队 - 技术研发及设计团队

Umeshwar DAYAL

日立制作所首席科学家
兼日立美国公司高级副总裁
信息研究领域高级Fellow
应用数学博士

个人履历

美国哈佛大学博士。长年致力于大型数据库和数据挖掘研究。曾任惠普实验室智能信息管理领域Fellow。2013年加入日立美国公司，以大数据实验室负责人的身份，领导研发部门的大数据分析和人工智能研究以及顾客协创等工作，并担任硅谷研究中心总经理。2019年4月起担任社会创新协创中心统括本部长，通过全球协创的方式引领独创性数字解决方案的研发。2020年4月起任现职。

作为分布式异构数据库领域的领军者，于2010年获得美国计算机学会SIGMOD Edgar F.Codd Innovation Award奖项。美国计算机学会(ACM) Fellow。

Research interests

AI, Data Analytics, Data Science
Data and Information Management
Industrial AI solutions
Business Process Optimization

Publication list

dblp computer science bibliography: Umeshwar Dayal

Awards & Honors

2019: 10-year Most Influential Paper award from the IEEE International Conference on Data Engineering (A. Ganapathi, H.A. Kuno, U. Dayal, J.L. Wiener, A. Fox, M.I. Jordan, D.A. Patterson, “Predicting Multiple Metrics for Queries: Better Decision Making Enabled by Machine Learning,” 2019).
2012: Best Paper award, SPIE International Conference on Visualization and Data Analysis, 2012 (M.C. Hao, C. Rohrdantz, H. Janetzko, D.A. Keim, U. Dayal, L. Haug, M. Hsu, “Integrating Sentiment Analysis and Term Associations with Geo-Temporal Visualizations on Customer Feedback Streams.”
2011: 10-year Best Paper award from the International Conference on Very Large Data Bases for “the most influential paper written 10 years ago,” (U. Dayal, M. Hsu, R. Ladin, “A Transactional Model for Long-Running Activities,” VLDB 2001).
2010: Distinguished Alumnus Award, Indian Institute of Science.
2010: ACM SIGMOD Edgar F. Codd Innovations Award (2010) “for a succession of pioneering, influential contributions in distributed heterogeneous databases, high-performance active databases, generalized transitive closure, transaction models for long-running activities, and business process discovery, among other topics.”
2009: Fellow, Association for Computing Machinery and many Service Awards from IEEE and ACM.

Professional Activities

2010-2017: Member, Steering Committee, IEEE International Conference on Data Engineering
2010-2013: Member, Steering Committee, Society of Professional Imaging Engineers (SPIE) Conference on Visualization and Data Analysis
2009-2014: Chairman, Board of Directors, Business Intelligence Network of the Canadian National Science and Engineering Council (NSERC)
2009-2015: Member, Steering Committee, Entity Relationship Conference on Conceptual Modeling
2004-2007: Member, Executive Committee of the IEEE Technical Committee on Electronic Commerce
2002-2012: Member, Editorial Board, Springer-Verlag Series on Data-Centric Systems and Applications
2002-2004: Member, Editorial Board, IEEE Technical Committee Bulletin on Data Engineering
2002-2003: Co-Chair, Industry Advisory Board, joint EU-US Semantic Web Services Committee
2001-2004: Member, Steering Committee, SIAM (Society of Industrial & Applied Mathematics) International Conference on Data Mining
2000-2001: Represented HP on the Board of Directors of Hugin, a Bayesian technology company
1997-2003: Member, Editorial Board of VLDB Journal
1996-2001: Member, Editorial Board of Intl. Journal of Digital Libraries
1996-2001: Member, Editorial Board of Electronic Commerce World Journal
1995-2005: Founding Member, Board of Trustees, International Foundation for Cooperative Information Systems
1994-2007: Member, Board of Trustees, VLDB Endowment
1991-1998: Member, Editorial Board of Journal of Parallel and Distributed Systems
1984-1989: Associate Editor, ACM Transactions on Database Systems

Academic Positions

1979-1981: Assistant Professor of Computer Science, University of Texas-Austin

Member, Ph.D. Thesis Committee and External Examiner for MIT Sloan School, Stanford U., Brown U., U. of Waterloo (Canada), U. of Indiana, Concordia U. (Canada), U. of Western Ontario (Canada), Technical U. of Darmstadt (Germany), Technical U. of Munich (Germany), U. of Konstanz (Germany), and University of Technology Sydney (Australia).

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