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Joseph M. Hellerstein

Professor
EECS Computer Science Division
UC Berkeley

<lastname>@cs.berkeley.edu

Joseph M. Hellerstein

Current Courses

Selected Talks

  • Declarative Networking: What is Next. Distinguished Lecture, Johns Hopkins, U. Washington, Duke/UNC/NCState, 2007. [Apple Keynote], [Quicktime], [PDF]
  • Bricolage: Data at Play. Keynote, ICDM 2007. [.key.zip] [.mov] [pdf]
  • The Marvelous Structure of Reality. Keynote, WebDB 2003 [PDF], [.mov] [.key.sit]

Recent Papers

  • The Claremont Report on Database Research (with many others). In submission. [website]
  • Evita Raced: Metacompilation for Declarative Networks. (with T. Condie, D. Chu and P. Maniatis). In VLDB, 2008. [PDF]
  • BayesStore: Managing Large, Uncertain Data Repositories with Probabilistic Graphical Models. (with D. Z. Wang, E. Michelakis, and M. Garofalakis). In VLDB, 2008. [PDF]
  • Quantitative Data Cleaning for Large Databases. White paper, United Nations Economic Commission for Europe, February, 2008. [PDF]

Selected Publications

  • Architecture of a Database System. (with M. Stonebraker and J. Hamilton). Foundations and Trends in Databases 1(2). [PDF]
  • Implementing Declarative Overlays. (with B. T. Loo, T. Condie, P. Maniatis, T. Roscoe, and I. Stoica). In 20th SOSP, 2005. [PDF]
  • TinyDB: An Acqusitional Query Processing System for Sensor Networks. (with S. Madden, M. Franklin, and Wei Hong). ACM TODS. [PDF]
  • Model-Driven Data Acquisition in Sensor Networks (with A. Deshpande, C. Guestrin, S. Madden and W. Hong.) VLDB 2004 [PDF]
  • TelegraphCQ: Continuous Dataflow Processing for an Uncertain World (with the Telegraph team). CIDR 03 [pdf]
  • Commencement Address. Computer Science, College of Letters and Science, UC Berkeley, May 26, 2002. [pdf]
  • On a Model of Indexability and its Bounds for Range Queries (with E. Koutsoupias, D. Miranker, C. Papadimitriou, and V. Samoladas). JACM 49(1) (2002). [pdf]
  • Potter's Wheel: An Interactive Data Cleaning System (with V. Raman). VLDB 2001. [PDF]
  • Eddies: Continuously Adaptive Query Processing (with R. Avnur). SIGMOD 2000. [PDF] [PS].
  • Interactive Data Analysis with CONTROL (with many others). IEEE Computer, August 1999. [PDF]
  • Generalized Search Trees for Database Systems (with J. F. Naughton and A. Pfeffer.) VLDB 1995. [PS]
  • Readings in Database Systems, Fourth Edition. J. M. Hellerstein and M. Stonebraker, eds. MIT Press, 2005. [Supplemental material]

Other Activities
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Last modified: $Date: 2008/08/25 22:07:28 $ by Joe Hellerstein