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This paper proposes an allocation scheme of nodes to distributed applications that minimizes the total execution time. The scheme is based on profiling. An algorithm that models the system as a min-max optimization problem is developed. The algorithm transfers nodes from faster processes to slower process by inspection of the profiled data and arrives at a solution better than existing algorithm.