Abstract | ||
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This paper deals with the problem of scheduling workflow applications with quality of service (QoS) constraints, comprising real-time and interactivity constraints, over a service-oriented grid network. A novel approach is proposed, in which high-level advance reservations, supporting flexible start and end time, are combined with low-level soft real-time scheduling, allowing for the concurrent deployment of multiple services on the same host while fulfilling their QoS requirements. By undertaking a stochastic approach, in which a-priori knowledge is leveraged about the probability of activation of the application workflows within the reserved time-frame, the proposed methodology allows for the achievement of various trade-offs between the need for respecting QoS constraints (user perspective) and the need for having good resource saturation levels (service provider perspective). |
Year | DOI | Venue |
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2009 | 10.1109/COMPSAC.2009.117 | COMPSAC (2) |
Keywords | Field | DocType |
application workflows,low-level soft real-time scheduling,flexible advance reservations,real- time cpu scheduling,stochastic processes,qos requirement,scheduling,web services,grid computing,soft real-time scheduling,quality of service,stochastic approach,service oriented architecture,quality-of-service constraint,respecting qos constraint,workflow application scheduling,resource management,qos,activation probability,grid network,user perspective,real-time guarantees,flexible advance reservation,a-priori knowledge,advance reservation,proposed methodology,novel approach,service provider perspective,probability,cpu scheduling,computer applications,application software,a priori knowledge,computer networks,real time systems,probabilistic logic,service provider,resource manager,data mining,software quality,real time | Grid computing,Grid network,Scheduling (computing),Computer science,Quality of service,Real-time computing,Service provider,Web service,Workflow,Service-oriented architecture,Distributed computing | Conference |
Volume | ISSN | ISBN |
2 | 0730-3157 | 978-0-7695-3726-9 |
Citations | PageRank | References |
6 | 0.50 | 14 |
Authors | ||
5 |
Name | Order | Citations | PageRank |
---|---|---|---|
Kleopatra Konstanteli | 1 | 323 | 18.03 |
Dimosthenis Kyriazis | 2 | 351 | 53.16 |
Theodora A. Varvarigou | 3 | 1237 | 107.34 |
Tommaso Cucinotta | 4 | 472 | 38.23 |
Gaetano F. Anastasi | 5 | 151 | 8.66 |