Quality of Service (QoS) is an important enablerfor communication in industrial environments. The ArrowheadFramework was created to support local cloud functionalitiesfor automation applications by means of a Service OrientedArchitecture. To this aim, the framework offers a number ofservices that ease application development, among them theQoSSetup and the Monitor services, the first used to verify andconfigure QoS in the local cloud, and the second for onlinemonitoring of QoS. This paper describes how the QoSSetupand Monitor services are provided in a Arrowhead-compliantSystem of Systems, detailing both the principles and algorithmsemployed, and how the services are implemented. Experimentalresults are provided, from a demonstrator built over a real-timeEthernet network. (QoS) is an important enabler for communication in industrial environments. The Arrowhead Framework was created to support local cloud functionalities for automation applications by means of a Service Oriented Architecture. To this aim, the framework offers a number of services that ease application development, among them the QoSSetup and the Monitor services, the first used to verify and configure QoS in the local cloud, and the second for online monitoring of QoS. This paper describes how the QoSSetup and Monitor services are provided in a Arrowhead-compliant System of Systems, detailing both the principles and algorithms employed, and how the services are implemented. Experimental results are provided, from a demonstrator built over a real-time Ethernet network.