How to tame your online services
Online service systems have become increasingly popular and important. Service incidents can lead to huge economic loss. We designed a set of incident management techniques based on the analysis of a huge amount of data collected at service runtime. Our tool is called Service Analysis Studio (SAS) which has been successfully applied to large scale online services provided by Microsoft.
Perspectives on Data Science for Software Engineering