Language-specific model checking of UML-RT models

摘要

Model-driven development (MDD) deals with complexities of modern software development by using models. Their verification is one of the opportunities of MDD, since it can be performed in the early stages of the development. The prevailing trend in verification of MDD models has been to translate them to an input language of one of the existing tools, most notably model checkers. Such an approach has advantages; for instance, we can use tools that achieved a higher level of maturity, including SPIN, NuSMV and Java PathFinder. However, the input languages of model checkers are typically not compatible with MDD models, which can make the translations very complex and difficult to maintain. Moreover, it is more difficult to take advantage of specific features of the structure and semantics of models to, e.g., speed up analysis. In this paper, we depart from the translational trend and present more direct and dedicated approach. We use an MDD language, namely UML-RT (used in IBM Rational Software Architect RealTime Edition), and we introduce a verification method built around its main features such as hierarchical structures, action code and asynchronous communication. In our method we use a formalization tailored to UML-RT models. This enables very easy transformation of models, but also reduces the necessary translations of verification results and directly supports the most important features of UML-RT. The proposed method includes an on-the-fly model checking algorithm based on the original CTL labeling. This algorithm is further optimized to include lazy composition. In the paper, we present all necessary components of the checking algorithms. Additionally, we also show the results of experiments with our implementation using several UML-RT models and CTL formulas. The experiments provide some evidence of the viability of a language-specific analysis of MDD models and of the effectiveness of our optimizations in certain cases.