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In Distributed System before task scheduling the assignment of tasks has to be done. Tasks are allocated to processors and task assignment heuristics are based on computation and communication cost. In order to minimize this communication cost between tasks optimal assignment of tasks has to be worked out. In this paper Task Duplication (TD) concept is used for the same purpose. TD is applied here on Mesh Topology of Distributed System.