Debugging Big Data Analytics in Spark with BigDebug

SIGMOD Conference, pp. 1627-1630, 2017.

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Abstract:

To process massive quantities of data, developers leverage Data-Intensive Scalable Computing (DISC) systems such as Apache Spark. In terms of debugging, DISC systems support only post-mortem log analysis and do not provide any debugging functionality. This demonstration paper showcases BigDebug: a tool enhancing Apache Spark with a set of...More

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