GUFI: A framework for GPUs reliability assessment

ISPASS 2016 - International Symposium on Performance Analysis of Systems and Software

Volumn , Issue , 2016, Pages 90-100

  Tselonis, Sotiris ^a   Gizopoulos, Dimitris ^a  

^a UNIVERSITY OF ATHENS   (Greece)

Author keywords

fault injection; GPGPU; microarchitecture simulators; reliability assessment

Indexed keywords

COMPUTER ARCHITECTURE; COMPUTER GRAPHICS; COMPUTER GRAPHICS EQUIPMENT; HARDWARE; MEMORY ARCHITECTURE; PROGRAM PROCESSORS; RECONFIGURABLE HARDWARE; RELIABILITY; RELIABILITY ANALYSIS; SOFTWARE TESTING;

FAULT INJECTION; GENERAL-PURPOSE COMPUTING; GPGPU; GRAPHICS PROCESSING UNITS; HARDWARE STRUCTURES; MICRO ARCHITECTURES; RELIABILITY ASSESSMENTS; RELIABILITY REQUIREMENTS;

COMPUTER HARDWARE;

EID: 84978761937     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISPASS.2016.7482077     Document Type: Conference Paper

References (26)

1. S.R.Nassif, N.Mehta, Y.Cao, "A resilience roadmap", DATE '10.
2. D. Kirk, W. W. Hwu, "Programming Massive Parallel Processors", 2nd edition.
3. H. Jeon, M. Wilkening, V. Sridharan, S. Gurumurthi,G. Loh, "Architectural vulnerability modeling and analysis of integrated Graphics Processors", SELSE '13.
4. S. S. Mukherjee, C. T. Weaver, J. Emer, S. K. Reinhardt, T. Austin, "A systematic Methodology to Compute the Architectural Vulnerability Factors for a High-Performance Microprocessor", MICRO '03.
5. A. Biswas, P. Racunas, R. Cheveresan, J. Emer, S. S. Mukherjee, R. Rangan, "Computing architectural vulnerability factors for addressbased structures", ISCA '05.
6. N.Farazmand, R.Ubal, D.Kaeli, "Statistical fault injection-based AVF analysis of a GPU architecture", SELSE '12.
7. J.Tan, N.Goswami, T.Li, X.Fu, "Analyzing soft-error vulnerability of GPGPU microarchitecture", IISWC '11.
8. J.W.Sheaffer, D.P.Luebke, K.Skadron, "A hardware redundancy and recovery mechanism for reliable scientific computation on graphics processors", SIGGRAPH '07.
9. R.Nathan, D.Sorin, "Argus-G: A low-cost error detection scheme for GPGPUs", WRA '10.
10. A.Durytskyy, M.Zahran, R.Karri, "Improving GPU robustness by making use of faulty parts", ICCD '11.
11. J.Tan, X.Fu, "RISE: improving the streaming processors reliability against soft errors in GPGPUs", PACT '12.
12. H. Jeon, M. Annavaram, "Warped-DMR:Light-weight error detection for GPGPU", MICRO '12.
13. J. Tan, Z. Li, X. Fu, "Cost-effective soft-error protection for SRAMbased structures in GPGPUs", CF '13
14. R. Shah, M. Choi, B. Jang, "Workload-dependent relative fault sensitivity and error contribution factor of GPU onchip memory structures", SAMOS '13.
15. S. K. S. Hari, T. Tsai, M. Stephenson, S. W. Keckler, and J. Emer, "SASSIFI: Evaluating resilience of GPU applications", SELSE '15
16. B. Fang, K. Pattabiraman, M. Ripeanu, S. Gurumurthi,"GPU-Qin: A methodology for evaluating the error resilience of GPGPU applications", ISPASS '14.
17. Ali Bakhoda, George Yuan, Wilson W. L. Fung, Henry Wong, Tor M. Aamodt, "Analyzing CUDA workloads using a detailed GPU simulator", ISPASS '09.
18. R. Ubal, B. Jang, P. Mistry, D. Schaa, D. Kaeli,"Multi2Sim: A Simulation Framework for CPU-GPU Computing", PACT '12
19. N. George, C. Elks, B. Johnson, J. Lach, "Transient fault models and AVF estimation revisited", DSN '10.
20. N. J. Wang, A. Mahesri, S. J. Patel, "Examining ACE analysis reliability estimates using fault injection", ISCA '07.
21. "NVIDIA CUDA SDK 4.2" [Online]. Available: https://developer.nvidia.com/cuda-toolkit-42-archive
22. S. Che, M. Boyer, J. Meng, D. Tarjan, J. W. Sheaffer, S.-H. Lee, and K. Skadron, "Rodinia: A benchmark suite for heterogeneous computing," IISWC '09,.
23. R.Leveugle, A.Calvez, P.Maistri, P.Vanhauwaert, "Statistical fault injection: Quantified error and confidence", DATE '09.
24. J. Leng, T. Hetherington, A. ElTantawy, S. Gilani, N. S. Kim, T. Aamodt, Vijay Janapa Reddi, "GPUWattch: enabling energy optimizations in GPGPUs", ISCA '13
25. P. N. Glaskowsky, "NVIDIA's Fermi: The First Complete GPU Computing Architecture"
26. V. Sridharan, D. Kaeli, "Using Hardware Vulnerability Factors to enhanche AVF analysis ", ISCA '10