DocumentCode
625248
Title
Experimental evaluation of thread distribution effects on multiple output errors in GPUs
Author
Rech, P. ; Aguiar, C. ; Frost, Christopher ; Carro, Luigi
Author_Institution
UFRGS, Univ. Fed. do Rio Grande do Sul, Porto Alegre, Brazil
fYear
2013
fDate
27-30 May 2013
Firstpage
1
Lastpage
6
Abstract
Graphic Processing Units are very prone to be corrupted by neutrons. Experimental results show that in the majority of the cases a typical application like matrix multiplication is affected by multiple output errors. In this paper we evaluate how different thread distributions impact the multiple output errors occurrence. The reported results and the performed architecture analysis give practical programming advices that may increase the reliability of a generic parallel algorithm without introducing any hardware or computation overhead.
Keywords
graphics processing units; integrated circuit reliability; parallel algorithms; GPU; architecture analysis; generic parallel algorithm reliability; graphic processing units; matrix multiplication; multiple output errors; practical programming; thread distribution effects; Atmospheric measurements; Error analysis; Error correction codes; Graphics processing units; Instruction sets; Neutrons; GPU hardening; multiple errors; neutron sensitivity;
fLanguage
English
Publisher
ieee
Conference_Titel
Test Symposium (ETS), 2013 18th IEEE European
Conference_Location
Avignon
Print_ISBN
978-1-4673-6376-1
Type
conf
DOI
10.1109/ETS.2013.6569352
Filename
6569352
Link To Document