Cross-cloud management and troubleshooting

A cloud management system is described herein that provides the ability for an application to span two or more clouds while allowing operation, management, and troubleshooting of the distributed application as a single application. The system provides infrastructure that communicates across datacenters for execution and for centralizing knowledge of instances of an application that are running at different locations. The infrastructure provided by the system monitors both the application and connections between the clouds, with intelligence to know if issues are within the application or because of the connection between the clouds. The system coordinates management functions across multiple cloud platforms/locations. Thus, the cloud management system creates a single monitoring and troubleshooting interface and knowledge and execution fabric across multiple clouds so that applications spread across multiple clouds can be monitored, managed, and debugged more easily.