This is an exercise in tandem with a demonstration site at http://carma.demo.ociweb.com/ where we are illustrating the use of a cloud based infrastructure to ingest, process, and predict information about a fictitious company. This paper examines the impact of scheduling maintenance actions on pumps at regular intervals.

This is a class project for the Coursera course on reproducible research given by Johns Hopkins. It has the required data analysis and results in a reproducible form.