Systems and method for the management of migrations of virtual machine instances are provided. A migration manager monitors a resource usable for migration of a virtual machine instance in order to predict availability of the migration resource. When migration of a virtual machine instance is desired, the migration manager schedules the migration to occur at a future point in time identified based on the predicted availability of the migration resource.