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Summary: Interconnection network is an important issue for massively parallel computer due to the increasing capability and smaller size of the processing elements. In this thesis, we propose a new hierarchical interconnection network called Midimew-connected Mesh Network (MMN) for massively parallel computer. The proposed network consists of