DocumentCode
2288117
Title
Using a grid platform for solving large sparse linear systems over GF(2)
Author
Kleinjung, Thorsten ; Nussbaum, Lucas ; Thomé, Emmanuel
Author_Institution
EPFL/IC/Lacal, EPFL, Lausanne, Switzerland
fYear
2010
fDate
25-28 Oct. 2010
Firstpage
161
Lastpage
168
Abstract
In Fall 2009, the final step of the factorization of rsa768 was carried out on several clusters of the Grid´5000 platform, leading to a new record in integer factorization. This step involves solving a huge sparse linear system defined over the binary field GF(2). This article aims at describing the algorithm used, the difficulties encountered, and the methodology which led to success. In particular, we illustrate how our use of the block Wiedemann algorithm led to a method which is suitable for use on a grid platform, with both adaptability to various clusters, and error detection and recovery procedures. While this was not obvious at first, it eventually turned out that the contribution of the Grid´5000 clusters to this computation was major.
Keywords
grid computing; matrix decomposition; sparse matrices; binary field; block Wiedemann algorithm; grid platform; integer factorization; sparse linear systems; Artificial neural networks; Context; Generators; Linear systems; Sparse matrices; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Grid Computing (GRID), 2010 11th IEEE/ACM International Conference on
Conference_Location
Brussels
Print_ISBN
978-1-4244-9347-0
Type
conf
DOI
10.1109/GRID.2010.5697952
Filename
5697952
Link To Document