Designing a parallel programming is always challenging matter. More and more focus is imposed on designing parallel programming design. Two methodologies are widely used for the purpose of parallel programs. They are auto-parallelization compiler and library based software.
Auto parallelization does its work in two fashions. First one is complete automatic compiler which finds the parallelism during the compilation of source code.