Analysis and evaluation of MapReduce solutions on an HPC cluster.

•Analysis and evaluation of several HPC-oriented MapReduce frameworks on a cluster.•Proposal of a taxonomy to classify these frameworks according to their characteristics.•Experimental configuration using several workloads, cluster sizes, networks and disk technologies.•Evaluation in terms of performance and energy efficiency.•Results useful to select a suitable MapReduce framework and to identify desirable characteristics for future ones.