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This is a valuable doctoral thesis, for the parallel compiler automatically generates parallel programs and performance optimization technology for a more in-depth study. Parallel objective is to generate the final date of compliance on the characteristics of standard machine architectures and efficient parallel programs, how to generate efficient parallel code is compiled parallel an important part of the study. This article KAP parallel compiler for the study of the background to distributed memory architecture as the goal of a parallel optimization of the process of communication and message passing parallel program automatically generates the problem type to shared memory architecture as the goal of a parallel of the compiler generated openMP program optimization problems. Determined by testing the performance of the main factors openMP program, generated from the parallel characteristics of OpenMP parallel programs using the parallel process of the analysis of information obtaine