In assisting migration of data processing resources from a first operating environment to a second operating environment, a migration controller responds to a problem encountered during a migration process by invoking a network-based service to discover migration resources. A service provider makes migration resources available via the network-based service. The migration controller can obtain the latest migration rules and use them to resolve certain migration problems. The cooperation between the migration controller and network-based service can be automated to reduce reliance on manual updating of installed computer programs.