Title :
Quality of service control in soft real-time applications
Author :
Palopoli, Luigi ; Cucinotta, Tommaso ; Bicchi, Antonio
Author_Institution :
ReTiS Lab, Scuola Sup., Pisa, Italy
Abstract :
In this paper we present results obtained in the context of Quality of Service (QoS) control for soft real-time applications. The discussion addresses the issue of dynamically adjusting the bandwidth for a set of periodic tasks, when a reservation-based (RB) CPU scheduling policy is used. RB techniques are particularly suitable for this kind of applications since they allow an accurate mathematical modelling of the dynamic evolution of the QoS experienced by tasks. Based on this model, a control policy guaranteeing specified QoS levels for different tasks is illustrated, along with necessary and sufficient conditions for its existence. Moreover, the problem of steering a task QoS back into its nominal level is tackled, in response to deviations due to temporary overload conditions. Simulation results are reported, for the purpose of validating the approach.
Keywords :
control system synthesis; discrete event systems; discrete time systems; feedback; quality of service; real-time systems; resource allocation; scheduling; discrete event systems; discrete time systems; feedback control; necessary conditions; quality of service control; real time applications; reservation based CPU scheduling policy; sufficient conditions; Bandwidth; Context-aware services; Degradation; Dynamic scheduling; Operating systems; Processor scheduling; Quality of service; Real time systems; Stochastic systems; Streaming media;
Conference_Titel :
Decision and Control, 2003. Proceedings. 42nd IEEE Conference on
Print_ISBN :
0-7803-7924-1
DOI :
10.1109/CDC.2003.1272640