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Publications in International Conferences

  1. "Leveraging rCUDA for Enhancing Low-Power Deployments in the Physics Domain". F. Silla, J. Prades and C. Reaño. 1st International Workshop on Next Generation Clouds (NextGenClouds 2018), held in conjunction ICPP 2018. Eugene, OR (USA). 2018.

  2. "Exploring the Use of Remote GPU Virtualization in Low-Power Systems for Bioinformatics Applications". C. Reaño, J. Prades and F. Silla. 6th Novel High Performance Computing algorithms and platforms in Bioinformatics (BIO-HPC’18), held in conjunction ICPP 2018. Eugene, OR (USA). 2018.

  3. "Increasing Molecular Dynamics Simulations Throughput by Virtualizing Remote GPUs with rCUDA". J. Prades, C. Reaño, F. Silla, B. Imbernón, H. Pérez-Sánchez and J.M. Cecilia. 6th Novel High Performance Computing algorithms and platforms in Bioinformatics (BIO-HPC’18), held in conjunction ICPP 2018. Eugene, OR (USA). 2018.

  4. "Improving the Efficiency of Future Exascale Systems with rCUDA". C. Reaño, J. Prades, and F. Silla. 4th IEEE International Workshop on High-Performance Interconnection Networks in the Exascale and Big-Data Era (HiPINEB), held in conjunction with IEEE HPCA. Vienna (Austria). 2018.

  5. "A Comparative Performance Analysis of Remote GPU Virtualization over Three Generations of GPUs", C. Reaño and F. Silla. 6th Workshop on Heterogeneous and Unconventional Cluster Architectures and Applications (HUCAA), held in conjunction with ICPP. Bristol (UK). 2017.

  6. "Enhancing the rCUDA Remote GPU Virtualization Framework: from a Prototype to a Production Solution", C. Reaño, F. Silla, and J. Duato. 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid), Madrid (Spain). 2017.

  7. "Extending rCUDA with Support for P2P Memory Copies between Remote GPUs", C. Reaño and F. Silla. 18th IEEE International Conference on High Performance Computing and Communications (HPCC), Sydney (Australia). 2016.

  8. "Performance Evaluation of the NVIDIA Pascal GPU Architecture: Early Experiences", C. Reaño and F. Silla. 18th IEEE International Conference on High Performance Computing and Communications (HPCC), Sydney (Australia). 2016.

  9. "schedGPU: Fine-Grain Dynamic and Adaptative Scheduling for GPUs", C. Reaño, F. Silla, and M. J. Leslie. 14th International Conference on High Performance Computing & Simulation (HPCS), Innsbruck (Austria). 2016.

  10. "Reducing the Performance Gap of Remote GPU Virtualization with InfiniBand Connect-IB", C. Reaño and F. Silla. 21st IEEE Symposium on Computers and Communications (ISCC), Messina (Italy). 2016.

  11. "Providing CUDA Acceleration to KVM Virtual Machines in InfiniBand Clusters with rCUDA", F. Pérez, C. Reaño, and F. Silla. 16th IFIP International Conference on Distributed Applications and Interoperable Systems (DAIS), Heraklion, Crete (Greece). 2016.

  12. "Benefits of remote GPU virtualization: the rCUDA perspective", F. Silla, C. Reaño, J. Prades, S. Iserte. GPU Technology Conference (GTC), San Jose, CA (USA). 2016.

  13. "Increasing the Performance of Data Centers by Combining Remote GPU Virtualization with Slurm", S. Iserte, J. Prades, C. Reaño, and F. Silla. 16th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid), Cartagena (Colombia). 2016.

  14. "CUDA acceleration for Xen virtual machines in infiniband clusters with rCUDA", J. Prades, C. Reaño and F. Silla. ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming (PPoPP). Barcelona (Spain). 2016

  15. "Remote GPU Virtualization: Is It Useful?", F. Silla, J. Prades, S. Iserte, and C. Reaño, IEEE International Workshop on High-Performance Interconnection Networks in the Exascale and Big-Data Era (HiPINEB), held in conjunction with IEEE HPCA. Barcelona (Spain). 2016.

  16. "Local and Remote GPUs Perform Similar with EDR 100G InfiniBand", C. Reaño, F. Silla, G. Shainer, and S. Schultz. ACM International Middleware Conference (Middleware). Vancouver (Canada). 2015

  17. "A Live Demo on Remote GPU Accelerated Deep Learning Using the rCUDA Middleware", C. Reaño and F. Silla. ACM International Middleware Conference (Middleware). Vancouver (Canada). 2015

  18. "A Performance Comparison of CUDA Remote GPU Virtualization Frameworks", C. Reaño and F. Silla. IEEE International Conference on Cluster Computing (Cluster). Chicago (USA). 2015.

  19. "InfiniBand Verbs Optimizations for Remote GPU Virtualization", C. Reaño and F. Silla. IEEE International Workshop on High-Performance Interconnection Networks in the Exascale and Big-Data Era (HiPINEB), held in conjunction with IEEE Cluster. Chicago (USA). 2015.

  20. "Acceleration-as-a-Service: Exploiting Virtualised GPUs in HPC Clusters for a Financial Application", B. Varghese, J. Prades, C. Reaño, and F. Silla. IEEE International Conference on eScience (eScience). Munich (Germany). 2015.

  21. "On the Design of a Demo for Exhibiting rCUDA", C. Reaño, F. Pérez and F. Silla. IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing (CCGrid). Shenzhen (China). 2015.

  22. "SLURM Support for Remote GPU Virtualization: Implementation and Performance Study", S. Iserte, A. Castelló, R. Mayo, E. S. Quintana-Ortí, F. Silla, J., C. Reaño, J. Prades. IEEE International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD). Paris (France). 2014.

  23. "Boosting the Performance of Remote GPU Virtualization Using InfiniBand Connect-IB and PCIe 3.0", C. Reaño, F. Silla, A. J. Peña, G. Shainer, S. Schultz, A. Castelló, E. S. Quintana-Ortí, and J. Duato. IEEE International Conference on Cluster Computing (Cluster). Madrid (Spain). 2014.

  24. "Maximizing the performance of HPC clusters with rCUDA", C. Reaño, F. Silla, and J. Duato. International Summer School on Advanced Computer Architecture and Compilation for High-Performance and Embedded Systems (ACACES). Fiuggi (Italy). 2014.

  25. "Influence of InfiniBand FDR on the Performance of Remote GPU Virtualization", C. Reaño, A. J. Peña, F. Silla, R. Mayo, E. S. Quintana-Ortí, and J. Duato. IEEE International Conference on Cluster Computing (Cluster). Indianapolis (USA). 2013. Best Technical Paper Award

  26. "CU2rCU: towards the Complete rCUDA Remote GPU Virtualization and Sharing Solution", C. Reaño, A. J. Peña, F. Silla, R. Mayo, E. S. Quintana-Ortí, and J. Duato. IEEE High Performance Computing Conference (HiPC). Pune (India). 2012.

 

Publications in Journals

  1. "Analyzing the Performance/Power Tradeoff of the rCUDA Middleware for Future Exascale Systems". C. Reaño, J. Prades and F. Silla. Accepted for publication in Journal of Parallel and Distributed Computing (JPDC).

  2. "Maximizing resource usage in Multi-fold Molecular Dynamics with rCUDA". J. Prades, B. Imbernón, C. Reaño, J. Peña-García, J.P. Cerón-Carrasco, F. Silla and H. Pérez-Sánchez. Accepted for publication in International Journal of High Performance Computing Applications (IJHPCA).

  3. "Improving the Management Efficiency of GPU Workloads in Data Centers through GPU Virtualization". S. Iserte, J. Prades, C. Reaño and F. Silla. Accepted for publication in Concurrency and Computation: Practice and Experience Journal (CCPE).

  4. "On the support of inter-node P2P GPU memory copies in rCUDA". C. Reano and F. Silla. Journal of Parallel and Distributed Computing (JPDC), vol. 127, May 2019, pp 28-43.

  5. "On the Effect of using rCUDA to Provide CUDA Acceleration to Xen Virtual Machines". J. Prades, C. Reaño, and F. Silla. Cluster Computing journal, vol. 22, no. 1, pp. 185-204, March 2019.

  6. "Intra-node Memory Safe GPU Co-Scheduling". C. Reaño, F. Silla, D. Nikolopoulos, and B. Varghese. IEEE Transactions on Parallel and Distributed Systems (TPDS), vol. 29, no. 5, May 2018.

  7. "Multi-tenant virtual GPUs for optimising performance of a financial risk application". J. Prades, B. Varghese, C. Reano, and F. Silla. Journal of Parallel and Distributed Computing (JPDC), vol. 108, October 2017.

  8. "On the Benefits of the Remote GPU Virtualization Mechanism: the rCUDA Case". F. Silla, S. Iserte, C. Reaño, and J. Prades. Concurrency and Computation: Practice and Experience (CCPE), vol. 29, no 13, July 2017.

  9. "Tuning Remote GPU Virtualization for InfiniBand Networks", C. Reaño and F. Silla. The Journal of Supercomputing (JoS), vol. 72, no 12, December 2016.

  10. "Improving the user experience of the rCUDA remote GPU virtualization framework", C. Reaño, F. Silla, A. Castelló, A. J. Peña, R. Mayo, E. S. Quintana‐Ortí, J. Duato. Concurrency and Computation: Practice and Experience (CCPE), vol. 27, no 14, September 2015.

  11. "A complete and efficient CUDA-sharing solution for HPC clusters", A. J. Peña, C. Reaño, F. Silla, R. Mayo, E. S. Quintana-Ortí, J. Duato. Parallel Computing (PARCO), vol. 40, no 10, December 2014.

 

Thesis

  1. "On the Enhancement of Remote GPU Virtualization in High Performance Clusters". C. Reaño. Phd Thesis. Universitat Politècnica de València. 2017.

Book Chapters

  1. "GPU as a Service: providing GPU-acceleration to federated cloud systems". J. Prades, F. Campos, C. Reaño, and F. Silla. Developing Interoperable and Federated Cloud Architecture: 281-313. 2016.

 

Publications in National Conferences (Spain)

  1. "Virtualización remota de GPUs: análisis de prestaciones sobre tres generaciones de GPUs". C. Reaño and F. Silla. XXVIII Jornadas de Paralelismo. Málaga (Spain). 2017.

  2. "Mejorando las prestaciones de motores de renderizado con rCUDA". J. Sierra, J. Prades, J. Rocher, C. Reaño, F. Silla. XXVIII Jornadas de Paralelismo. Málaga (Spain). 2017.

  3. "Análisis de prestaciones de Caffe y TensorFlow con rCUDA". J. Sierra, A. Diaz, J. Prades, C. Reaño, F. Silla. XXVIII Jornadas de Paralelismo. Málaga (Spain). 2017.

  4. "Extendiendo rCUDA con soporte para copias P2P entre GPUs remotas". C. Reaño and F. Silla. XXVII Jornadas de Paralelismo. Salamanca (Spain). 2016.

  5. "Reduciendo el Tiempo de Ejecución de una Aplicación de Cálculo de Riesgos Financieros a través del uso de GPUs Virtuales". J. Prades, B. Varghese, C. Reaño, and F. Silla. XXVII Jornadas de Paralelismo. Salamanca (Spain). 2016.

  6. "Acelerando aplicaciones con CUDA: GPUs de sobremesa frente a GPUs para servidores". C. Reaño and F. Silla. XXVI Jornadas de Paralelismo. Córdoba (Spain). 2015.

  7. "Comparativa de políticas de selección de GPUs remotas en clusters HPC". S. Iserte, A. Castelló, R. Mayo, E. S. Quintana-Ortí, C. Reaño, J. Prades, F. Silla, and J. Duato. XXVI Jornadas de Paralelismo. Córdoba (Spain). 2015.

  8. "Uso de aceleradores CUDA en entornos cloud mediante rCUDA y KVM". F. Campos, J. Prades, C. Reaño, and F. Silla. XXVI Jornadas de Paralelismo. Córdoba (Spain). 2015.

  9. "Uso de Rodinia y Parboil para evaluar las prestaciones de la virtualización remota de GPUs". R. Alegre, C. Reaño, J. Prades, and F. Silla. XXVI Jornadas de Paralelismo. Córdoba (Spain). 2015.

  10. "Virtualización de GPUs en entornos XEN usando rCUDA". J. Prades, C. Reaño, F. Silla, and J. Duato. XXVI Jornadas de Paralelismo. Córdoba (Spain). 2015.

  11. "Evaluación de Prestaciones de Copias 2D y 3D con rCUDA". C. Reaño, F. Silla, and J. Duato. XXV Jornadas de Paralelismo. Valladolid (Spain). 2014.

  12. "Virtualización Remota de GPUs: Reduciendo el Coste del Hardware Ocioso". J. Prades, C. Reaño, F. Silla, and J. Duato. XXV Jornadas de Paralelismo. Valladolid (Spain). 2014.

  13. "Uso de rCUDA en Máquinas Virtuales KVM: Análisis y Prestaciones". F. Pérez, J. Prades, C. Reaño, F. Silla, and J. Duato. XXV Jornadas de Paralelismo. Valladolid (Spain). 2014.

  14. "Extendiendo SLURM con Soporte para el Uso de GPUs Remotas". S. Iserte, A. Castelló, A. J. Peña, C. Reaño, J. Prades, F. Silla, R. Mayo, E. S. Quintana-Ortí, and J. Duato. XXV Jornadas de Paralelismo. Valladolid (Spain). 2014.

  15. "Virtualización Remota de GPUs: Evaluación de Soluciones Disponibles para CUDA". (Remote GPU Virtualization: Evaluating Available Solutions for CUDA). C. Reaño, A. Castelló, S. Iserte, A. J. Peña, F. Silla, R. Mayo, E. S. Quintana- Ortí, and J. Duato. XXIV Jornadas de Paralelismo. Madrid (Spain). 2013.

  16. "Un planificador de GPUs remotas para clusters HPC". (An scheduler for remote GPUs in HPC clusters). S. Iserte, A. Castelló, C. Reaño, A. J. Peña, F. Silla, R. Mayo, E. S. Quintana- Ortí, and J. Duato. XXIV Jornadas de Paralelismo. Madrid (Spain). 2013.

  17. "CU2rCU: a CUDA-to-rCUDA Converter". C. Reaño, A. J. Peña, F. Silla, R. Mayo, E. S. Quintana-Ortí, and J. Duato. XXIII Jornadas de Paralelismo. Elche (Spain). 2012.

  18. "rCUDA: Uso Concurrente de Dispositivos Compatibles con CUDA de Forma Remota. Adaptación a CUDA 4". (rCUDA: Remote Concurrent Use of CUDA-enabled Devices. CUDA 4 Support). C. Reaño, A. J. Peña, F. Silla, R. Mayo, E. S. Quintana-Ortí, and J. Duato. XXII Jornadas de Paralelismo. La Laguna (Spain). 2011.

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