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Efficiency of using parallel programming methods for analysis of high dimensional closed queueing networks is considered in this article. Parallel algorithm for evaluation of normalizing constant of closed homogeneous queueing network is described. It is based on decomposition of closed queueing network state space. Acceleration of parallel algorithm in comparison with serial one is evaluated.