Dependency Graph Based Failure Analysis for Private Clouds

Abstract

This paper proposes the use of dependency graph based modeling to streamline the failure analysis process for private clouds. It discusses the engineering practices used to create such dependency graphs and shows how to merge traditional graph traversal techniques with data analytics for failure analysis. This methodology is then applied to Microsoft AzureStack and real-world results are presented for the same.