Predictive Analytics for Campus Systems


Teams within the Office of Information Technology (OIT) that support Duke’s technology infrastructure have a significant amount of metrics and alert data about the applications and systems they support. These teams are interested in conducting predictive failure analysis. This analysis would predict the potential failure of systems or components (software or hardware).

A team of students will work with the infrastructure teams in OIT as well as with other stakeholders at Duke to develop a dashboard to predict when and how often systems and components may fail or perform poorly, based on historical data.