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From UML Descriptions of High-Level Software Architectures to LQN Performance Models

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Applications of Graph Transformations with Industrial Relevance (AGTIVE 1999)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 1779))

Abstract

Performance characteristics as response time and through-put play an important role in defining the quality of software products. The software developers should be able to assess and understand the performance effects of various architectural decisions starting at an early stage, when changes are easy and less expensive, and continuing through-out the software life cycle. This can be achieved by constructing and analyzing quantitative performance models that capture the interactions between the main system components and point to the system’s performance trouble spots. The paper proposes a formal approach to building Layered Queueing Network (LQN) performance models from Unified Modeling Language (UML) descriptions of the high-level architecture of a system, and more exactly from the architectural patterns used in the system. The performance modelling formalism, LQN, is an extension of the well-known Queueing Network modelling technique. The transformation from a UML architectural description of a given system to its LQN model is based on PROGRES, a well-known visual language and environment for programming with graph rewriting systems.

Research partially supported by the Natural Sciences and Engineering Research Council of Canada (NSERC), and by the Communications and Information Technology Ontario (CITO).

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Petriu, D.C., Wang, X. (2000). From UML Descriptions of High-Level Software Architectures to LQN Performance Models. In: Nagl, M., Schürr, A., Münch, M. (eds) Applications of Graph Transformations with Industrial Relevance. AGTIVE 1999. Lecture Notes in Computer Science, vol 1779. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-45104-8_4

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  • DOI: https://doi.org/10.1007/3-540-45104-8_4

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