Nanocubes for Real-Time Exploration of Spatiotemporal Datasets

@article{Lins2013NanocubesFR,
  title={Nanocubes for Real-Time Exploration of Spatiotemporal Datasets},
  author={Lauro Didier Lins and James T. Klosowski and Carlos Eduardo Scheidegger},
  journal={IEEE Transactions on Visualization and Computer Graphics},
  year={2013},
  volume={19},
  pages={2456-2465}
}
Consider real-time exploration of large multidimensional spatiotemporal datasets with billions of entries, each defined by a location, a time, and other attributes. Are certain attributes correlated spatially or temporally? Are there trends or outliers in the data? Answering these questions requires aggregation over arbitrary regions of the domain and attributes of the data. Many relational databases implement the well-known data cube aggregation operation, which in a sense precomputes every… CONTINUE READING
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