Starting from the discussion on the deployment and logic structure of cloud computing, this paper analyzes the integration challenges that cloud computing are facing. Further, this paper proposes a solution to the challenge through integrating SOA into cloud computing. An analysis of enterprise case is also performed to describe in detail how an enterprise, by the convergence of SOA and cloud computing, has been building its system integration architecture.