The hierarchical heterogeneous of parallel computing model based on method library

Abstract

This paper puts forward a novel hierarchical heterogeneous of parallel computing model that based on method library. In the original models, although the models provide a model algorithm language for usage, the developers still need to rewrite the methods when calling and the usage is apparently very complex for the developers, demanding the developers' programming skill. In this regard, this paper presents a new hierarchical heterogeneous of parallel computing model which is based on the method library as well as its management system. While developers use the methods, they should only know the parameters of the methods called without having to know the methods of the preparation process, which can help the developers call the method library methods easily to facilitate the preparation of the algorithm program. From experiments results based on the method library, conclusions are drawn. Experiments show that the introduction of the method libraries and its management systems can not only reduce the difficulty of developers, but also reduce compile time and accelerate the operation of the program. © 2013 Springer-Verlag.