Virtualizing CUDA enabled GPGPUs on ARM clusters

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 9574, Issue , 2016, Pages 3-14

  Montella, Raffaele ^a   Giunta, Giulio ^a   Laccetti, Giuliano ^b   Lapegna, Marco ^b   Palmieri, Carlo ^a   Ferraro, Carmine ^a   Pelliccia, Valentina ^a  

^a UNIVERSITY OF NAPLES PARTHENOPE   (Italy)

^b UNIVERSITY OF NAPLES FEDERICO II   (Italy)

Author keywords

ARM; Cloud computing; CUDA; GPGPU; HPC; Remoting; Virtualisation

Indexed keywords

ARM PROCESSORS; CLOUD COMPUTING; VIRTUAL REALITY;

COMPUTING NODES; CUDA; GPGPU; HIERARCHICAL PARALLELISM; REMOTING; VIRTUALISATION; VIRTUALIZATIONS; WORK-LOAD DISTRIBUTION;

PROGRAM PROCESSORS;

EID: 84964461702     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-319-32152-3_1     Document Type: Conference Paper

References (15)

1. Di Lauro R., Lucarelli, F., Montella, R.: SIaaS-sensing instrument as a service using cloud computing to turn physical instrument into ubiquitous service. In: 2012 IEEE 10th International Symposium on Parallel and Distributed Processing with Applications (ISPA), pp. 861–862. IEEE (2012)
2. Duato, J., Pena, A.J., Silla, F., Mayo, R., Quintana-Ort, E.S.: rCUDA: reducing the number of GPU-based accelerators in high performance clusters. In: 2010 International Conference on High Performance Computing and Simulation (HPCS), pp. 224–231. IEEE, June 2010
3. Foster, I., Zhao, Y., Raicu, I., Lu, S.: Cloud computing and grid computing 360- degree compared. In: Grid Computing Environments Workshop, GCE 2008, pp. 1–10. IEEE, November 2008
4. Giunta, G., Montella, R., Agrillo, G., Coviello, G.: A GPGPU transparent virtualization component for high performance computing clouds. In: D’Ambra, P., Guarracino, M., Talia, D. (eds.) Euro-Par 2010, Part I. LNCS, vol. 6271, pp. 379–391. Springer, Heidelberg (2010)
5. Giunta, G., Montella, R., Laccetti, G., Isaila, F., Blas, J.G.: A GPU accelerated high performance cloud computing infrastructure for grid computing based virtual environmental laboratory. In: Constantinescu, Z. (ed.) Advances in Grid Computing, pp. 35–43. InTech (2011). ISBN: 978-953-307-301-9
6. Gupta, V., Gavrilovska, A., Schwan, K., Kharche, H., Tolia, N., Talwar, V., Ranganathan, P.: GViM: GPU-accelerated virtual machines. In: Proceedings of the 3rd ACM Workshop on System-level Virtualization for High Performance Computing, pp. 17–24. ACM, March 2009
7. Yang, C.T., Huang, C.L., Lin, C.F.: Hybrid CUDA, OpenMP, and MPI parallel programming on multicore GPU clusters. Comput. Phys. Commun. 182(1), 266–269 (2011)
8. Younge, A.J., Walters, J.P., Crago, S., Fox, G.C.: Evaluating GPU passthrough in Xen for high performance cloud computing. In: Parallel & Distributed Processing Symposium Workshops (IPDPSW), 2014 IEEE International, pp. 852–859. IEEE (2014)
9. Laccetti, G., Montella, R., Palmieri, C., Pelliccia, V.: The high performance internet of things: using GVirtuS to share high-end GPUs with ARM based cluster computing nodes. In: Wyrzykowski, R., Dongarra, J., Karczewski, K., Waśniewski, J. (eds.) PPAM 2013, Part I. LNCS, vol. 8384, pp. 734–744. Springer, Heidelberg (2014)
10. Montella, R., Foster, I.: Using hybrid grid/cloud computing technologies for environmental data elastic storage, processing, and provisioning. In: Furht, B., Escalante, A. (eds.) Handbook of Cloud Computing, pp. 595–618. Springer, Heidelberg (2010)
11. Montella, R., Coviello, G., Giunta, G., Laccetti, G., Isaila, F., Blas, J.G.: A generalpurpose virtualization service for HPC on cloud computing: an application to GPUs. In: Wyrzykowski, R., Dongarra, J., Karczewski, K., Waśniewski, J. (eds.) PPAM 2011, Part I. LNCS, vol. 7203, pp. 740–749. Springer, Heidelberg (2012)
12. Montella, R., Giunta, G., Laccetti, G.: Virtualizing high-end GPGPUs on ARM clusters for the next generation of high performance cloud computing. Cluster Comput. 17(1), 139–152 (2014)
13. Montella, R., Kelly, D., Xiong, W., Brizius, A., Elliott, J., Madduri, R., Maheshwari, K., Porter, C., Vilter, P., Wilde, M., Zhang, M., Foster, I.: FACE-IT: a science gateway for food security research. In: Concurrency and Computation: Practice and Experience (2015). doi:10.1002/cpe.3540
14. Pham, Q., Malik, T., Foster, I., Di Lauro, R., Montella, R.: SOLE: linking research papers with science objects. In: Groth, P., Frew, J. (eds.) IPAW 2012. LNCS, vol. 7525, pp. 203–208. Springer, Heidelberg (2012)
15. Shi, L., Chen, H., Sun, J., Li, K.: vCUDA: GPU-accelerated high-performance computing in virtual machines. IEEE Trans. Comput. 61(6), 804–816 (2012)