On implementation of GPU virtualization using PCI pass-through

CloudCom 2012 - Proceedings: 2012 4th IEEE International Conference on Cloud Computing Technology and Science

Volumn , Issue , 2012, Pages 711-716

  Yang, Chao Tung ^a   Wang, Hsien Yi ^a   Ou, Wei Shen ^a   Liu, Yu Tso ^a   Hsu, Ching Hsien ^b  

^a TUNGHAI UNIVERSITY   (Taiwan)

^b CHUNG HUA UNIVERSITY   (Taiwan)

Author keywords

Cloud Computing; CUDA; GPU virtualization; PCI pass through

Indexed keywords

CUDA; HYPERVISOR; NVIDIA GRAPHICS; OPEN SOURCES; PCI PASS-THROUGH; VIRTUAL MACHINES; VIRTUALIZATIONS;

CLOUD COMPUTING; INTERFACES (COMPUTER);

VIRTUAL REALITY;

EID: 84874254048     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CloudCom.2012.6427531     Document Type: Conference Paper

References (29)

1. TOP 500, http://www.top500.org/
2. nVidia, http://www.nvidia.com
3. Cloud computing, http://en.wikipedia.org/wiki/Cloud-computing
4. PCI-pass-through, http://www.ibm.com/developerworks/linux/library/l-pci- passthrough
5. CUDA, http://www.nvidia.com.tw/object/cuda-home-new-tw.html
6. Virtualization, http://en.wikipedia.org/wiki/Virtualization
7. Para Virtualization, http://en.wikipedia.org/wiki/Paravirtualization
8. NVIDIA CUDA SDK, http://developer.nvidia.com/cuda-cc-sdk-codesamples
9. Download CUDA, http://developer.nvidia.com/object/cuda.htm
10. NVIDIA CUDA Programming Guide, http://developer.download.nvidia.com/ compute/DevZone/docs/html/C/doc/CUDA-C-Programming-Guide.pdf
11. CUDA-wiki, http://en.wikipedia.org/wiki/CUDA
12. Fred V. Lionetti, Andrew D. McCulloch and Scott B. Baden, "Source-to-Source Optimization of CUDA C for GPU Accelerated Cardiac Cell Modeling," Lecture Notes in Computer Science, 2010, Volume 6271, Euro-Par 2010-Parallel Processing, Pages 38-49.
13. Sungbo Jung, "Parallelized pairwise sequence alignment using CUDA on multiple GPUs," BMC Bioinformatics, 2009, Volume 10, Supplement 7, A3.
14. Shuai Che, Michael Boyer, Jiayuan Meng, David Tarjan, Jeremy W. Sheaffer, Kevin Skadron, "A Performance Study of General-Purpose Applications on Graphics Processors Using CUDA," Journal of Parallel and Distributed Computing, Volume 68, Issue 10, October 2008, Pages 1370-1380.
15. OpenCL, http://www.khronos.org/opencl/
16. OpenCL-wiki, http://en.wikipedia.org/wiki/OpenCL
17. M.J. Harvey, G. De Fabritiis, "Swan: A tool for porting CUDA programs to OpenCL," Computer Physics Communications, Volume 182, Issue 4, April 2011, Pages 1093-1099.
18. J. Duato, A. J. Peña, F. Silla, R. Mayo, and E. S. Quintana- Orti "rCUDA: Reducing the number of GPUbased accelerators in high performance clusters," Proceedings of the 2010 International Conference on High Performance Computing & Simulation (HPCS 2010), Jun. 2010, pp. 224-231.
19. J. Duato, A.J. Pena, F. Silla, J.C. Fernandez, R. Mayo, E.S. Quintana-Orti, "Enabling CUDA acceleration within virtual machines using rCUDA," Proceedings of High Performance Computing (HiPC), 2011 18th International Conference, 2010, Pages 1-10.
20. J. Duato, A. J. Peña, F. Silla, R. Mayo, and E. S. Quintana-Orti, "Performance of CUDA virtualized remote GPUs in high performance clusters," Proceedings of International Conference on Parallel Processing (ICPP), Sep. 2011, Pages 365-374.
21. L. Shi, H. Chen, and J. Sun, "vCUDA: GPU accelerated high performance computing in virtual machines," Proceedings of IEEE International Symposium on Parallel & Distributed Processing (IPDPS'09), 2009, Page 1-11.
22. V. Gupta, A. Gavrilovska, K. Schwan, H. Kharche, N. Tolia, V. Talwar, and P. Ranganathan, "GViM: GPU-accelerated virtual machines," in 3rd Workshop on System-level Virtualization for High Performance Computing. NY, USA: ACM, 2009, pp. 17-24.
23. G. Giunta, R. Montella, G. Agrillo, and G. Coviello, "A GPGPU transparent virtualization component for high performance computing clouds," in Euro-Par 2010-Parallel Processing, ser. LNCS, P. D Ambra, M. Guarracino. D. Talia, Eds. Springer Berlin /Heidelberg, 2010, vol. 6271, pp. 379-391.
24. Front and back ends, http://en.wikipedia.org/wiki/Front-and-back-ends
25. Nadav Amit, Muli Ben-Yehuda and Ben-Ami Yassour, "IOMMU: Strategies for Mitigating the IOTLB Bottleneck," Lecture Notes in Computer Science, 2012, Volume 6161, Computer Architecture, Pages 256-274.
26. NVIDIA Telsa C1060 Computing Processor, http://www.nvidia.com/object/ product-tesla-c1060-us.html
27. NVIDIA Quadro NVS 295, http://www.nvidia.com.tw/object/product-quadro- nvs-295-tw.html
28. NVIDIA Telsa C2050 Computing Processor, http://www.nvidia.com.tw/object/ product-tesla-C2050-C2070-tw.ht ml
29. CentOS, http://www.centos.org/