One out-of-core block solving method of large-scale linear equations

The huge amount of memory is needed for solving the large-scale linear equations. However, many problems can not be calculated due to the limitation of the computer’s physical memory. To solve the above problem, One Out-of-Core solving method using the hard disk instead of memory is proposed in this...

Full description

Bibliographic Details
Main Authors:	Xu Xiaofei, Wu Zongqing
Format:	Article
Language:	English
Published:	EDP Sciences 2020-01-01
Series:	MATEC Web of Conferences
Subjects:	out-of-core solving linear equations block gauss elimination
Online Access:	https://www.matec-conferences.org/articles/matecconf/pdf/2020/05/matecconf_cscns2020_03013.pdf

id	doaj-baa7159963674fc5ade902390b9095dd
record_format	Article
spelling	doaj-baa7159963674fc5ade902390b9095dd2021-08-05T13:49:41ZengEDP SciencesMATEC Web of Conferences2261-236X2020-01-013090301310.1051/matecconf/202030903013matecconf_cscns2020_03013One out-of-core block solving method of large-scale linear equationsXu XiaofeiWu ZongqingThe huge amount of memory is needed for solving the large-scale linear equations. However, many problems can not be calculated due to the limitation of the computer’s physical memory. To solve the above problem, One Out-of-Core solving method using the hard disk instead of memory is proposed in this paper. The data are read and written concentratively by blocks, thus the solving time of the problem can be greatly shortened. The experiments indicate that the method can solve the larger-scale linear equations efficiently, the solving time is only 5.7% more than In-Core method.https://www.matec-conferences.org/articles/matecconf/pdf/2020/05/matecconf_cscns2020_03013.pdfout-of-core solvinglinear equationsblock gauss elimination
collection	DOAJ
language	English
format	Article
sources	DOAJ
author	Xu Xiaofei Wu Zongqing
spellingShingle	Xu Xiaofei Wu Zongqing One out-of-core block solving method of large-scale linear equations MATEC Web of Conferences out-of-core solving linear equations block gauss elimination
author_facet	Xu Xiaofei Wu Zongqing
author_sort	Xu Xiaofei
title	One out-of-core block solving method of large-scale linear equations
title_short	One out-of-core block solving method of large-scale linear equations
title_full	One out-of-core block solving method of large-scale linear equations
title_fullStr	One out-of-core block solving method of large-scale linear equations
title_full_unstemmed	One out-of-core block solving method of large-scale linear equations
title_sort	one out-of-core block solving method of large-scale linear equations
publisher	EDP Sciences
series	MATEC Web of Conferences
issn	2261-236X
publishDate	2020-01-01
description	The huge amount of memory is needed for solving the large-scale linear equations. However, many problems can not be calculated due to the limitation of the computer’s physical memory. To solve the above problem, One Out-of-Core solving method using the hard disk instead of memory is proposed in this paper. The data are read and written concentratively by blocks, thus the solving time of the problem can be greatly shortened. The experiments indicate that the method can solve the larger-scale linear equations efficiently, the solving time is only 5.7% more than In-Core method.
topic	out-of-core solving linear equations block gauss elimination
url	https://www.matec-conferences.org/articles/matecconf/pdf/2020/05/matecconf_cscns2020_03013.pdf
work_keys_str_mv	AT xuxiaofei oneoutofcoreblocksolvingmethodoflargescalelinearequations AT wuzongqing oneoutofcoreblocksolvingmethodoflargescalelinearequations
_version_	1721220749091405824

One out-of-core block solving method of large-scale linear equations

Similar Items