This document discusses Cisco's approach to predictive analytics and visualization for OpenStack clouds. It proposes gathering metrics and log data from OpenStack components to extract insights about performance, failures, and attacks. These insights would be presented through a dashboard called AVOS to help operators manage the cloud more efficiently. Some OpenStack modifications are suggested to optimize data collection and queries. The goal is to reduce operations pains by providing full visibility and predictive capabilities for OpenStack environments.