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- W2809608493 abstract "At the beginning of every research effort, researchers in empirical software engineering have to go through the processes of extracting data from raw data sources and transforming them to what their tools expect as inputs. This step is time consuming and error prone, while the produced artifacts (code, intermediate datasets) are usually not of scientific value. In the recent years, Apache Spark has emerged as a solid foundation for data science and has taken the big data analytics domain by storm. We believe that the primitives exposed by Apache Spark can help software engineering researchers create and share reproducible, high-performance data analysis pipelines. In our technical briefing, we discuss how researchers can profit from Apache Spark, through a hands-on case study." @default.
- W2809608493 created "2018-06-29" @default.
- W2809608493 creator A5043864604 @default.
- W2809608493 date "2018-05-27" @default.
- W2809608493 modified "2023-09-27" @default.
- W2809608493 title "Big data software analytics with Apache Spark" @default.
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- W2809608493 doi "https://doi.org/10.1145/3183440.3183458" @default.
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