Embodiments of the invention include methods, systems, and computer program products for root cause analysis. Aspects of the invention include receiving, by a processor, operations data associated with a plurality of applications. A trend analysis is performed on the operations data to determine an operations issue associated with at least one of the plurality of applications. And a root-cause analysis is performed on the operations issue to identify a set of candidate applications from the plurality of applications that may be a cause of the operations issue.