Lukas Grasmann's scientific contributions

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Publications (1)

Figure 1: Example skyline for hotels
Integration of Skyline Queries into Spark SQL
  • Preprint
  • File available

October 2022

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139 Reads

Lukas Grasmann

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Reinhard Pichler

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Alexander Selzer

Skyline queries are frequently used in data analytics and multi-criteria decision support applications to filter relevant information from big amounts of data. Apache Spark is a popular framework for processing big, distributed data. The framework even provides a convenient SQL-like interface via the Spark SQL module. However, skyline queries are not natively supported and require tedious rewriting to fit the SQL standard or Spark's SQL-like language. The goal of our work is to fill this gap. We thus provide a full-fledged integration of the skyline operator into Spark SQL. This allows for a simple and easy to use syntax to input skyline queries. Moreover, our empirical results show that this integrated solution of skyline queries by far outperforms a solution based on rewriting into standard SQL.

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