Parallel-hierarchical transformation of information environments on the base of heterogeneous cluster system

Abstract

The analysis of methodological and applied features of realization of direct parallel-hierarchical transformation and pyramidal processing of the information environments on the base of cluster system with distributed information processing is realized on the base of given research. The distributed control system of computing cluster on the base of selected technology of intercomponent network communications is carried out. The direct parallel-hierarchical transformation of images, which makes it possible to enhance processing time and possibility of rapid processing support in the case of increasing of images dimension, is provided on the base of computing cluster. The developed multistage process description of image analysis is carried out. The referred above process consists of series transformation of convergent and identification of divergent in time image components in the transform of elements of neural-like parallel-hierarchical network from current energy stages with specified spatial coordinate in stage of minority energy with another spatial coordinate. The general algorithm of image processing on the base of parallel-hierarchical transformation, which makes it possible to perform partial image processing, particularly by windows of certain definitive dimension, is carried out. The windows are processing independently in transformation process, which makes it possible to parallel perform the referred above transformation. The examination results of developed cluster computing complex and distributed control system of computing cluster in the tasks of laser beam images processing by method of parallel-hierarchical transformation are suggested.