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In this paper, the problem of performance driven circuit partitioning is considered. The parameters taken into consideration to measure performance are power interconnection resource constraints. An algorithm is presented to build clusters in a bottom up manner while decomposing clusters for cutsize and delay minimization as well as power consumption and resource constraint. A partitioning method in a top down manner is applied based on the probability function.