ARCHITECTURE OF THE PARALLEL SOFTWARE FOR THE SIMULATION OF MULTIDIMENSIONAL PROBLEMS
Journal Title: Современные информационные технологии и ИТ-образование - Year 2017, Vol 13, Issue 1
Abstract
The architecture of the parallel software constructed on the basis of a design pattern «Bridge», and intended for simulation of multidimensional tasks (network dynamics; compression of multidimensional data, pattern recognition) is considered.T he architecture is based on an object-oriented approach to programming and using design patterns. The hierarchy of the classes realizing methods for the most various solvers is created. For parallel programming on a cluster of Intel Core i5-2300 processors and graphics processors GM206, NVIDIA GeForce GTX 950 cards MPI- and CUDA-technologies are used. Examples of solving some multidimensional problems are given: network dynamics, data compression, pattern recognition.
Authors and Affiliations
Andrey Krasnov, Evgeniy Nadezhdin, Dmitriy Nikol’skii
Keywords
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- EP ID EP320829
- DOI 10.25559/SITITO.2017.1.459
- Views 123
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