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Michael Carey

Michael Carey

· Distinguished Professor Emeritus and Donald Bren Professor in Information and Computer SciencesVerified

University of California, Irvine · Computer Science

Active 1977–2024

h-index77
Citations18.6k
Papers41644 last 5y
Funding$5.6M
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Research topics

  • Information Retrieval
  • Computer Science
  • Data Mining
  • Operating system
  • World Wide Web
  • Programming language
  • Database

Selected publications

  • SmartBench

    Proceedings of the VLDB Endowment · 2020 · 24 citations

    • Computer Science
    • Computer Science
    • Data Mining

    This paper proposes SmartBench, a benchmark focusing on queries resulting from (near) real-time applications and longer-term analysis of IoT data. SmartBench, derived from a deployed smart building monitoring system, is comprised of: 1) An extensible schema that captures the fundamentals of an IoT smart space; 2) A set of representative queries focusing on analytical tasks; and 3) A data generation tool that generates large amounts of synthetic sensor and semantic data based on seed data collected from a real system. We present an evaluation of seven representative database systems and highlight some interesting findings that can be considered when deciding what database technologies to use under different types of IoT query workloads.

    DOI

Recent grants

Frequent coauthors

  • Miron Livny

    University of Wisconsin–Madison

    40 shared

  • Vinayak Borkar

    University of California, Irvine

    38 shared

  • David J. DeWitt

    29 shared

  • Vassilis J. Tsotras

    University of California, Riverside

    25 shared

  • Till Westmann

    21 shared

  • Chen Li

    18 shared

  • Eugene J. Shekita

    Google (United States)

    18 shared

  • Michael Stonebraker

    Massachusetts Institute of Technology

    15 shared

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