hadoop-multiple-streaming is a addition to the Hadoop-Streaming which is a utility that comes with the Hadoop distribution. This utility allows you to not only do Hadoop-Streaming, but also create and run 'multiple' Map/Reduce jobs with any executable or script as the mapper and/or the reducer for 'one' input. hadoop-multiple-streaming includes Hadoop-Streaming.