I. INTRODUCTIONParallel computing has greatly motivated the research works on the parallel design and analysis of the 3-DTEL in parallel cluster system. Cluster applications have more processor cores to manage and exploit the computational capacity of high-end machines providing effective and efficient means of parallelism even as the challenges of providing effective resources management grows. It is a known fact that high capacity computing platform are expensive, and are characterized by long-running, high processor-count jobs. The performance of message-passing programs depends on the parallel target machine, and the parallel programming model to be applied to achieve parallelism. In a cluster machines having large number of processing units' scalability becomes an important issue. Many programs from scientific computing have a large potential for parallelism that is exploited best in such a programming model for mixed fast and data parallelism where the parallelism can be structured in the form of concurrent multi-processor tasks [21].