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Present day's amount of computational requirements has shifted the processing of data from the regular way to parallel way of computation. Pipelined processors, array processors can be employed to construct design of parallel hardware. These systems constructed can be further extended with the help of scalar and super scalar systems. We provide an efficient way of implementing Winograd's variant of Strassen's matrix multiplication on parallel systems by making use of RMI(Remote Method Invocation ) which provides us distributed object oriented programming, multithreading programming. Multithreading approach helps a lot in concurrent, dynamic and asynchronous programming. In this research clusters have been made from very basic hardware systems which are connected on local area network using switch and a master system connected to this switch uses three NIC. The facility of Winograd's variant of Strassen's method to run in divide and conquer approach is the basic fact around which whole analysis has been performed.