Frameworks for GPU Accelerators: A Comprehensive Evaluation using 2D/3D Image Registration

Beitrag bei einer Tagung


Details zur Publikation

Autorinnen und Autoren: Membarth R, Hannig F, Teich J, Körner M, Eckert W
Titel Sammelwerk: Proceedings of the 2011 IEEE 9th Symposium on Application Specific Processors, SASP 2011
Jahr der Veröffentlichung: 2011
Tagungsband: Proceedings of the 9th IEEE Symposium on Application Specific Processors (SASP)
Seitenbereich: 78-81
ISBN: 978-1-4577-1211-1
Sprache: Englisch


Abstract


In the last decade, there has been a dramatic growth in research and development of massively parallel many-core architectures like graphics hardware, both in academia and industry. This changed also the way programs are written in order to leverage the processing power of a multitude of cores on the same hardware. In the beginning, programmers had to use special graphics programming interfaces to express general purpose computations on graphics hardware. Today, several frameworks exist to relieve the programmer from such tasks. In this paper, we present five frameworks for parallelization on GPU Accelerators, namely RapidMind, PGI Accelerator, HMPP Workbench, OpenCL, and CUDA. To evaluate these frameworks, a real world application from medical imaging is investigated, the 2D/3D image registration. © 2011 IEEE.



FAU-Autorinnen und Autoren / FAU-Herausgeberinnen und Herausgeber

Hannig, Frank PD Dr.-Ing.
Lehrstuhl für Informatik 12 (Hardware-Software-Co-Design)
Membarth, Richard
Lehrstuhl für Informatik 12 (Hardware-Software-Co-Design)
Teich, Jürgen Prof. Dr.-Ing.
Lehrstuhl für Informatik 12 (Hardware-Software-Co-Design)


Einrichtungen weiterer Autorinnen und Autoren

Siemens AG, Healthcare Sector


Zitierweisen

APA:
Membarth, R., Hannig, F., Teich, J., Körner, M., & Eckert, W. (2011). Frameworks for GPU Accelerators: A Comprehensive Evaluation using 2D/3D Image Registration. In Proceedings of the 9th IEEE Symposium on Application Specific Processors (SASP) (pp. 78-81). San Diego, CA, USA.

MLA:
Membarth, Richard, et al. "Frameworks for GPU Accelerators: A Comprehensive Evaluation using 2D/3D Image Registration." Proceedings of the 9th IEEE Symposium on Application Specific Processors (SASP), San Diego, CA, USA 2011. 78-81.

BibTeX: 

Zuletzt aktualisiert 2018-08-08 um 04:10