Software and Algorithmic Support for Finite-Element Analysis of Anisotropic Heat-and-Mass Transfer Using Parallel and Cloud Technologies

Autor:	Ivan Sokolovskyy, Yaroslav Sokolovskyy, Andriy Nechepurenko, Olha Mokrytska
Rok vydání:	2020
Předmět:	Matrix (mathematics) CUDA Software business.industry Computer science Computation Cloud computing Graphics Architectural technology business Finite element method Computational science
Zdroj:	Communications in Computer and Information Science ISBN: 9783030616557 DSMP
DOI:	10.1007/978-3-030-61656-4_3
Popis:	The software was developed to perform finite element analysis of moisture transfer using Compute Unified Device Architecture technology. It was developed using the basis of a three-dimensional mathematical model of non-isothermal heat-and-mass transfer in capillary-porous materials, taking into account the anisotropy of thermophysical properties. The program database is divided into two parts. One part is located on the Azure server and the other part is on the local device where the application is installed. This solution made it possible to use CUDA parallelization software. It is done from Azure Cloud add-ons or from the local device where the program is located. The application of parallel technologies using the cuBLAS library made it possible to transfer all large-scale matrix computations to the graphics processor. That reduced resource consumption with increasing grid density .
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::dd0010fe022b8ce3799fa9b2133a24a5 https://doi.org/10.1007/978-3-030-61656-4_3 Zobrazit plný text záznamu