There is great business value in the insights that can be gained from analyzing large data sets with Apache* Hadoop*, Apache* Spark*, and other Big Data frameworks. But since the volume of data is large, in some cases the jobs may require hours to execute and process on large compute clusters. These resource costs can be significant, and the cost of a job is inversely related to the throughput. So performance is of the utmost importance.
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