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MDAbench: a tool for customized benchmark generation using MDA

Published: 16 October 2005 Publication History

Abstract

Designing component-based application that meets performance requirements remains a challenging problem, and usually requires a prototype to be constructed to benchmark performance. Building a custom benchmark suite is however costly and tedious. This demonstration illustrates an approach for generating customized component-based benchmark applications using a Model Driven Architecture (MDA) approach. All the platform related plumbing and basic performance testing routines are encapsulated in MDA generation "cartridges" along with default implementations of testing logic. We will show how to use a tailored version of the UML 2.0 Testing Profile to model a customized load testing client. The performance configuration (such as transaction mix and spiking simulations) can also be modeled using the UML model. Executing the generated deployable code will collect the performance testing data automatically. The tool implementation is based on a widely used open source MDA framework AndroMDA. We extended it by providing a cartridge for a performance testing tailored version of the UML 2.0 Testing Profile. Essentially, we use OO-based meta-modeling in designing and implementing a lightweight performance testing domain specific language with supporting infrastructure on top of the existing UML testing standard.

References

[1]
M. J. Rutherford and A. L. Wolf, "A case for test-code generation in model-driven systems," in Proceedings of the The second international conference on Generative programming and component engineering, Erfurt, Germany, 2003.
[2]
J. Grundy, Y. Cai, and A. Liu, "Generation of distributed system test-beds from high-level software architecture descriptions," in Proceedings of the 16th Annual International Conference on Automated Software Engineering (ASE), 2001.
[3]
I. Gorton and A. Liu, "Evaluating the performance of EJB components," Internet Computing, IEEE, vol. 7 (3), pp. 18--23, 2003.
[4]
"AndroMDA, v3.0M3", http://andromda.org/.
[5]
"Model Driven Architecture", http://www.omg.org/mda/.
[6]
"UML 2.0 Testing Profile Specification", http://www.omg.org/cgi-bin/doc?ptc/2004-04-02.

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cover image ACM Conferences
OOPSLA '05: Companion to the 20th annual ACM SIGPLAN conference on Object-oriented programming, systems, languages, and applications
October 2005
406 pages
ISBN:1595931937
DOI:10.1145/1094855
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 16 October 2005

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Author Tags

  1. CASE tools
  2. MDA
  3. code generation
  4. model-driven development
  5. performance
  6. testing

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