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 :
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