Magpie contains a number of scripts for running Big Data jobs in HPC environments.  It currently supports Hadoop, Pig, Zookeeper, and Hbase.  It can run over the schedulers/resource managers of Slurm and Moab.  The parallel file system Lustre and running over any generic network filesystem is also supported.