Combining User Interaction, Speculative Query Execution and Sampling in the DICE System

@article{Jayachandran2014CombiningUI,
  title={Combining User Interaction, Speculative Query Execution and Sampling in the DICE System},
  author={Prasanth Jayachandran and Karthik Tunga and Niranjan Kamat and Arnab Nandi},
  journal={PVLDB},
  year={2014},
  volume={7},
  pages={1697-1700}
}
The interactive exploration of data cubes has become a popular application, especially over large datasets. In this paper, we present DICE, a combination of a novel frontend query interface and distributed aggregation backend that enables interactive cube exploration. DICE provides a convenient, practical alternative to the typical offline cube materialization strategy by allowing the user to explore facets of the data cube, trading off accuracy for interactive response-times, by sampling the… CONTINUE READING
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