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Dependency analysis is a useful technique that has many applications in software engineering activities. In this paper, we present a new dynamic dependency analysis framework for COM. The framework utilizes probe techniques to create proxy components. Dependency analysis algorithm is proposed to extract dependencies in component-based system. The experiment results show that the dependency analysis framework can extract dependencies among components dynamically and accurately.