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Hitachi

企業情報研究開発

ダヤル・ウメシュワール

Our leaders - Technology & Design

ダヤル・ウメシュワール

日立製作所 技師長
兼 日立アメリカ社 SVP
Senior Fellow-Information Research 博士(応用数学)

プロフィール

ハーバード大学博士課程修了。大規模データベースとデータマイニングの研究に一貫して従事。HP LabsにおいてIntelligent Information Management分野のフェロー職を務めた後、2013年日立アメリカ社入社。日立アメリカ社研究開発部門では、Big Dataラボの長としてビッグデータ解析・AIに関する研究と顧客協創活動を立上げ、Silicon Valley Research Center GMに就任。2019年4月から社会イノベーション協創センタ統括本部長として、グローバルでの協創を通じた独創的デジタルソリューションを牽引。2020年4月より現職。

分散異種データベース領域のパイオニアとして、2010年ACM SIGMOD Edgar F. Codd Innovation Award受賞。ACM Fellow。

関連リンク

研究分野

  • 人工知能、データアナリティクス、データサイエンス
  • データおよびインフォメーションマネージメント
  • 産業向けAIソリューション
  • ビジネスプロセス最適化

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).