ST-Hadoop: A MapReduce Framework for Spatio-Temporal Data

    SSTD, pp. 84-104, 2017.

    Cited by: 37|Bibtex|Views7|Links
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    Keywords:
    MapReduce-based systems Spatio-temporal systems Spatio-temporal range query Spatio-temporal nearest neighbor query Spatio-temporal join query

    Abstract:

    This paper presents ST-Hadoop; the first full-fledged open-source MapReduce framework with a native support for spatio-temporal data. ST-Hadoop is a comprehensive extension to Hadoop and SpatialHadoop that injects spatio-temporal data awareness inside each of their layers, mainly, language, indexing, and operations layers. In the language...More

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