A Cloud Computing Service Architecture of a Parallel Algorithm Oriented to Scientific Computing with CUDA and Monte Carlo

Cybernetics and Information Technologies

卷:13

Yu Pan Qiao¹  Zizhuo Kuang¹  Yanpeng Sun¹  Yimu Ji¹  Jiangbang Kang¹  Wei Huang² 

[1] College of Computer, Nanjing University of Posts and Telecommunication, Jiangsu, China;

[2] Institute of Materials, Nanjing University of Posts and Telecommunication, Jiangsu, China;

关键词: cuda;    gpu;    monte carlo;    cloud computing;    scientific computing;   

DOI  :  10.2478/cait-2013-0046

来源: DOAJ

【 摘 要 】

The GPGPU (General Purpose Graphics Processing Units) have become a whole new area for research due to the fast development of GPU hardware and programming tools, such as CUDA (Compute Unified Device Architecture). Here we have made a research on CUDA and its applications in the field of scientific computation, as organ electronics. We propose one solution of the parallel computation in global optimization of the physical characteristics in organ electronics with Monte Carlo, and one cloud service architecture for parallel computation of organ electronics was designed. Finally, one case of computing the organ molecule moving orbit was implemented based on the above solution and architecture, and has got a good display by the cloud service.

【 授权许可】

Unknown