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SparkCruise

Abhishek Roy, Alekh Jindal, Hiren Patel, Ashit Gosalia, Subru Krishnan, Carlo Curino
2019 Proceedings of the VLDB Endowment  
In the paper, we propose to demonstrate SparkCruise, a computation reuse system that automatically selects the most useful common computations to materialize based on the past query workload.  ...  SparkCruise materializes these computations as part of query processing, so the users can continue with their query processing just as before and computation reuse is automatically applied in the background  ...  In this demonstration, we extend that to cluster-as-a-service environments and describe a handsfree computation reuse infrastructure, coined SparkCruise, for Spark processing engine in Azure HDInsight  ... 
doi:10.14778/3352063.3352082 fatcat:bebafyit5nbgtibyr764ltvuui