WOSP '08 Proceedings of the 7th international workshop on Software and performance
Performance property prediction supporting variability for adaptive mobile systems
Proceedings of the 15th International Software Product Line Conference, Volume 2
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Model-driven design and development is based on the principle that all relevant attributes of a design can be associated with a design model. For performance-related attributes this is a difficult challenge. In component-oriented software development, recent approaches are based on associating performance annotations with the UML design descriptions. These are then transformed to an appropriate performance model. Problems with annotation approaches include that there are numerous design descriptions, none of which were developed for performance modelling purposes, and that the deployment aspect of UML is relatively underdeveloped. In this paper we offer a different approach, based on the Structure and Performance modelling paradigm (SP). This is a variable granularity static modelling framework designed specifically to capture those properties of software and its deployment which affect system performance. A coarsegrained structural model may be defined early in the design and refined as development proceeds, removing the need for a separate deployment model. By appropriate decomposition, it enables each designer or developer to provide quantitative estimates within their own domain. These can then be combined automatically. This helps to overcome the semantic gap between designers/developers and performance analysts. We consider two alternative avenues for exploiting the benefits of SP: either by enhancing the UML deployment diagram with OCL constraints, or by simply replacing it. The latter approach offers an evolutionary design/deployment model with the built-in advantage of quantifiability.