A program control device operating in a distributed environment comprised of hosts instantiating copies of a scalable application, the program control device controlling start up, shutdown or movement of a selected one of the copies based on signals generated in response to first information regarding performance of all copies of the scalable application and second infomation regarding performance of the hosts.