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The design paradigm service-orientation combines proven design elements from previous approaches with design elements from recent technology evolution. However, little work has investigated so far the complexity associated with service-oriented systems. This paper proposes a simulation-based approach to assess the influence of inherent system properties on overall system complexity. In addition, this work provides results of experiments in a simulated environment to support our approach.