Automatic Caching Decision for Scientific Dataflow Execution in Apache Spark

Vinicius M. Gottin, Edward Pacheco, Jonas Dias, Angelo E. M. Ciarlini, Bruno Costa, Wagner Vieira, Yania M. Souto, Paulo P. Pires, Fábio Porto, João Guilherme Rittmeyer. Automatic Caching Decision for Scientific Dataflow Execution in Apache Spark. In Foto N. Afrati, Jacek Sroka, Ke Yi, Jan Hidders, editors, Proceedings of the 5th ACM SIGMOD Workshop on Algorithms and Systems for MapReduce and Beyond, BeyondMR@SIGMOD 2018, Houston, TX, USA, June 15, 2018. ACM, 2018. [doi]

Abstract

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