Gpu Fault Tolerance

GPU Fault Tolerance is a computational framework that ensures reliable execution of workloads on a graphics processing unit despite the occurrence of hardware or software faults, by incorporating error detection, recovery, and redundancy mechanisms specific to the parallel and heterogeneous architecture of GPUs.

Publications

3.8K

Citations

202

Authors

Institutions

Publications per year

2017–2026

Parents

Graphics Processing Unit Computing

Publications

Analyzing and Increasing the Reliability of Convolutional Neural Networks on GPUs

Fernando Fernandes dos Santos, Pedro Foletto Pimenta, Caio Lunardi et al. · IEEE Transactions on Reliability · 2018 · 217 citations

Computing, Computer Engineering, Computer Science +17

Understanding GPU errors on large-scale HPC systems and the implications for system design and operation

Devesh Tiwari, Saurabh Gupta, James Rogers et al. · 2015 · 182 citations · Full text

Computing, Computer Science, High-performance Computing +17

SASSIFI: An architecture-level fault injection tool for GPU application resilience evaluation

Siva Kumar Sastry Hari, Timothy Tsai, Mark W. Stephenson et al. · 2017 · 168 citations

Engineering, Computer Science, High-performance Computing +17

GPU-Qin: A methodology for evaluating the error resilience of GPGPU applications

Bo Fang, Karthik Pattabiraman, Matei Ripeanu et al. · 2014 · 144 citations

Engineering, Computer Engineering, Computer Science +17

Understanding software approaches for GPGPU reliability

Martin Dimitrov, Mike Mantor, Huiyang Zhou · 2009 · 117 citations · Full text

Engineering, Computer Engineering, Computer Science +17

1–5 of 95

Authors

202

PR
Paolo Rech
Universidade Federal do Rio Grande do Sul, Brazil
26 publications · 1.2K citations
19
h-index
LC
Luigi Carro
Universidade Federal do Rio Grande do Sul, Brazil
16 publications · 893 citations
15
h-index
FF
Fernando Fernandes dos Santos
Universidade Federal do Rio Grande do Sul, Brazil
12 publications · 582 citations
12
h-index
DK
David Kaeli
Northeastern University, United States
8 publications · 378 citations
8
h-index
TT
Timothy Tsai
University of Illinois Urbana-Champaign, United States
7 publications · 414 citations
7
h-index

1–5 of 202

Institutions

1–8 of 82

Venues

IEEE Transactions on Nuclear Science
8 publications · 257 citations
8
h-index
Microelectronics Reliability
6 publications · 92 citations
6
h-index
IEEE Transactions on Computers
3 publications · 162 citations
3
h-index
ACM Transactions on Architecture and Code Optimization
TACO · 2 publications · 47 citations
2
h-index
Design, Automation & Test in Europe Conference & Exhibition (DATE), 2014
Conference · 2 publications · 52 citations
2
h-index

1–5