NDLI: Customized Benchmark Generation Using MDA

Content Provider	IEEE Xplore Digital Library
Author	Liming Zhu Yan Liu Gorton, I. Ngoc Bao Bui
Copyright Year	2006
Description	Author affiliation: National ICT Australia Ltd. (Liming Zhu)
Abstract	This paper describes an approach for generating customized benchmark applications from a software architecture description using a Model Driven Architecture (MDA) approach. The benchmark generation and performance data capture tool implementation is based on widely used open source MDA frameworks. The business logic of the benchmark application is modeled in UML and generated by taking advantage of the existing generation "cartridges" so that the current component technology can be exploited in the benchmark. This greatly reduces the effort and expertise needed for benchmarking with complex component technology. We have also extended the MDA framework to model and generate a load testing suite and automatic performance measurement infrastructure. The approach complements current model-based performance prediction and analysis methods by generating the benchmark application from the same application architecture that the performance models are derived from. This provides the potential for tightly integrating runtime performance measurement with model-based prediction either for model validation or improving model prediction accuracy. We illustrate the approach using a case study based on EJB component technology.
Starting Page	35
Ending Page	44
File Size	497162
Page Count	10
File Format	PDF
ISBN	0769525482
DOI	10.1109/WICSA.2005.26
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2005-11-06
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Predictive models Benchmark testing Application software Measurement Software architecture Computer architecture Logic Unified modeling language Automatic testing Performance analysis
Content Type	Text
Resource Type	Article

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