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Creators/Authors contains: "Mehrotra, S"

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  1. ; ; ; ; (, EDBT)
    Accepted Manuscript Full Text Available
  2. ; ; ; (, Proceedings of the VLDB Endowment)
    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 sys- tems and highlight some interesting findings that can be considered when deciding what database technologies to use under different types of IoT query workloads. 
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