Model-based performance prediction for event-driven systems

Authors:
Christoph Rathfelder;Samuel Kounev
Affiliations:
FZI Forschungszentrum Informatik, Karlsruhe, Germany;FZI Forschungszentrum Informatik, Karlsruhe, Germany
Venue:
Proceedings of the Third ACM International Conference on Distributed Event-Based Systems
Year:
2009

Citing 3
Cited 3

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A Model Transformation from the Palladio Component Model to Layered Queueing Networks

SIPEW '08 Proceedings of the SPEC international workshop on Performance Evaluation: Metrics, Models and Benchmarks
The Palladio component model for model-driven performance prediction

Journal of Systems and Software

Towards middleware-aware integration of event-based communication into the Palladio component model

Proceedings of the Fourth ACM International Conference on Distributed Event-Based Systems
Predictive modelling of peer-to-peer event-driven communication in component-based systems

EPEW'10 Proceedings of the 7th European performance engineering conference on Computer performance engineering
Modeling of Event-based Communication in Component-based Architectures: State-of-the-Art and Future Directions

Electronic Notes in Theoretical Computer Science (ENTCS)

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Abstract

The event-driven communication paradigm provides a number of advantages for building loosely coupled distributed systems. However, the loose coupling of components in such systems makes it hard for developers to estimate their behavior and performance under load. Most existing performance prediction techniques for systems using event-driven communication require specialized knowledge to build the necessary prediction models. In this paper, we propose an extension of the Palladio Component Model (PCM) that provides natural support for modeling event-based communication and supports different performance prediction techniques.