SparkR: Scaling R Programs with Spark

SIGMOD/PODS'16: International Conference on Management of Data San Francisco California USA June, 2016, pp. 1099-1104, 2016.

Cited by: 61|Bibtex|Views243|DOI:https://doi.org/10.1145/2882903.2903740
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Other Links: dblp.uni-trier.de|academic.microsoft.com|dl.acm.org

Abstract:

R is a popular statistical programming language with a number of extensions that support data processing and machine learning tasks. However, interactive data analysis in R is usually limited as the R runtime is single threaded and can only process data sets that fit in a single machine's memory. We present SparkR, an R package that provi...More

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