A Novel Method for Tuning Configuration Parameters of Spark Based on Machine Learning

Guolu Wang, Jungang Xu, Ben He. A Novel Method for Tuning Configuration Parameters of Spark Based on Machine Learning. In Jinjun Chen, Laurence T. Yang, editors, 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2016, Sydney, Australia, December 12-14, 2016. pages 586-593, IEEE, 2016. [doi]

Abstract

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