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Software and Systems Modeling
Erschienen in: Software and Systems Modeling 4/2014

01.10.2014 | Theme Section Paper

Modeling event-based communication in component-based software architectures for performance predictions

verfasst von: Christoph Rathfelder, Benjamin Klatt, Kai Sachs, Samuel Kounev

Erschienen in: Software and Systems Modeling | Ausgabe 4/2014

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Abstract

Event-based communication is used in different domains including telecommunications, transportation, and business information systems to build scalable distributed systems. Such systems typically have stringent requirements for performance and scalability as they provide business and mission critical services. While the use of event-based communication enables loosely-coupled interactions between components and leads to improved system scalability, it makes it much harder for developers to estimate the system’s behavior and performance under load due to the decoupling of components and control flow. In this paper, we present our approach enabling the modeling and performance prediction of event-based systems at the architecture level. Applying a model-to-model transformation, our approach integrates platform-specific performance influences of the underlying middleware while enabling the use of different existing analytical and simulation-based prediction techniques. In summary, the contributions of this paper are: (1) the development of a meta-model for event-based communication at the architecture level, (2) a platform aware model-to-model transformation, and (3) a detailed evaluation of the applicability of our approach based on two representative real-world case studies. The results demonstrate the effectiveness, practicability and accuracy of the proposed modeling and prediction approach.
Vorheriger Artikel The KlaperSuite framework for model-driven reliability analysis of component-based systems
Nächster Artikel Stateful component-based performance models

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Fußnoten
1
SPECjms2007 is a trademark of the Standard Performance Evaluation Corporation (SPEC). The results or findings in this publication have not been reviewed or accepted by SPEC, therefore no comparison nor performance inference can be made against any published SPEC result. The official web site for SPECjms2007 is located at http://​www.​spec.​org/​osg/​jms2007.​
 
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Metadaten
Titel
Modeling event-based communication in component-based software architectures for performance predictions
verfasst von
Christoph Rathfelder
Benjamin Klatt
Kai Sachs
Samuel Kounev
Publikationsdatum
01.10.2014
Verlag
Springer Berlin Heidelberg
Erschienen in
Software and Systems Modeling / Ausgabe 4/2014
Print ISSN: 1619-1366
Elektronische ISSN: 1619-1374
DOI
https://doi.org/10.1007/s10270-013-0316-x

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