An Architecture for Compiling UDF-centric Workflows

@article{Crotty2015AnAF,
  title={An Architecture for Compiling UDF-centric Workflows},
  author={Andrew Crotty and Alex Galakatos and Kayhan Dursun and Tim Kraska and Carsten Binnig and Ugur Çetintemel and Stanley B. Zdonik},
  journal={PVLDB},
  year={2015},
  volume={8},
  pages={1466-1477}
}
Data analytics has recently grown to include increasingly sophisticated techniques, such as machine learning and advanced statistics. Users frequently express these complex analytics tasks as workflows of user-defined functions (UDFs) that specify each algorithmic step. However, given typical hardware configurations and dataset sizes, the core challenge of… CONTINUE READING

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