Recent research on managing complex computing systems has focused on the autonomic computing vision: Systems should manage themselves according to an high level administrator’s goal [5]. As an example, system components should monitor the enviroment and self-tune to meet quality of service expectations, without requiring manual intervention in the selection of concrete configuration options or in coordinating the reconfiguration process.