DocumentCode :
2498941
Title :
Multi-scale modeling of nano scale phenomenon using CUDA based HPC setup
Author :
Pathak, Rohit ; Joshi, Satyadhar
Author_Institution :
Acropolis Inst. of Technol. & Res., Indore, India
fYear :
2009
fDate :
3-5 Nov. 2009
Firstpage :
1
Lastpage :
5
Abstract :
The essence of high performance computing (HPC) in the field of computation nanotechnology and problems encountered by HPC arrangement in applying HPC to nano-enabled calculations have been presented in the paper. A proposal to optimize computations in an HPC setup has been formulated to make nanotechnology computations more effective and realistic on a CUDA based framework. Results and findings in the expected setup and the computation complexities that will be needed in its implementation have been suggested with an algorithm to take advantage of inbuilt powerful parallelization capabilities of GPU making large scale simulation possible. Implementation of CUDA in certain complex techniques in nanotechnology is presented with a significant improvement in performance as compared to the last work which was implemented using distributive computing toolbox in MATLAB. We have discussed about the problems that exist and how we can optimize the computations in a HPC setup and how we can make use of computational power of GPU to make nanotechnology computations more effective and realistic. A description of the progress in this area of research, future works and a probable extension is proposed.
Keywords :
electronic engineering computing; nanotechnology; parallel processing; CUDA; HPC setup; high performance computing; multiscale modeling; nanoscale phenomenon; nanotechnology; Computational modeling; High performance computing; Large-scale systems; MATLAB; Mathematical model; Micromechanical devices; Nanotechnology; Power engineering and energy; Power engineering computing; Reliability engineering;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Internet, 2009. AH-ICI 2009. First Asian Himalayas International Conference on
Conference_Location :
Kathmandu
Print_ISBN :
978-1-4244-4569-1
Electronic_ISBN :
978-1-4244-4570-7
Type :
conf
DOI :
10.1109/AHICI.2009.5340321
Filename :
5340321
Link To Document :
بازگشت