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A Causal Model to predict the Effect of Business Process Evolution on Quality of Service

Alexandre Feugas 1, 2, 3, * Sébastien Mosser 4 Laurence Duchien 1, 2, 3
* Corresponding author
1 ADAM - Adaptive Distributed Applications and Middleware
LIFL - Laboratoire d'Informatique Fondamentale de Lille, Inria Lille - Nord Europe
4 Laboratoire d'Informatique, Signaux, et Systèmes de Sophia-Antipolis (I3S) / Equipe MODALIS
Laboratoire I3S - SPARKS - Scalable and Pervasive softwARe and Knowledge Systems
Abstract : Managing Quality of Service (QoS) of Service-based systems is a key challenge to produce systems that fulfill their requirements. Verifying the respect of a QoS contract in a system becomes more and more difficult as systems are more and more complex. Moreover, systems have to evolve in order to fulfil constantly changing requirements. As QoS properties are influenced by hidden factors such as connection rate or the system execution itself, determining the cause of a performance degradation is not mainstream. We propose in this paper to identify the causal relations to make explicit the hidden factors of influence. We more specifically focus on the consequences of system evolution with respect to QoS properties: using causal relations, we aim at predicting the possible overhead caused by an evolution. This paper shows through an example of Business Process how our evolution analysis helps to understand the effect of evolution on QoS property such as the Response Time. We show its efficiency by comparing the prediction with measured values.
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https://hal.inria.fr/hal-00816940
Contributor : Alexandre Feugas <>
Submitted on : Tuesday, April 23, 2013 - 12:14:35 PM
Last modification on : Tuesday, May 26, 2020 - 6:50:35 PM
Long-term archiving on: : Thursday, July 25, 2013 - 11:23:18 AM

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Alexandre Feugas, Sébastien Mosser, Laurence Duchien. A Causal Model to predict the Effect of Business Process Evolution on Quality of Service. Conference on the Quality of Software Architectures (QoSA), Jun 2013, Vancouver, Canada. pp.143--152, ⟨10.1145/2465478.2465486⟩. ⟨hal-00816940⟩

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