Title :
Parallelism of Clonal Selection for PSP on CUDA
Author :
Zhu, Hongbing ; Xiao, Heng ; Gu, Jinguang
Author_Institution :
Coll. of Comput. Sci. & Technol., Wuhan Univ. of Sci. & Technol., Wuhan, China
Abstract :
Protein structure prediction (PSP) is the process of searching for the min energy of the protein. While many algorithms have being put forward to predict the structure of protein, the complicated computation make the time cost of the algorithms are significantly expensive. CUDA, the newly developing technology, makes us use Graphic Processing Unit (GPU) that is mainly used on Graphic processing at before, much better to develop the general parallel program. So, it gives us a new direction to study the parallelism on PSP. In this paper, we select the clonal selection algorithm for PSP on AB Off-Lattice model and have attempted to fulfill it on the CUDA platform. The results from the experiments showed that it reduced the time cost of the algorithm greatly with a suitable precision. It also provides us a new beginning of the research on PSP.
Keywords :
biology computing; computer graphic equipment; coprocessors; CUDA; GPU; PSP; clonal selection parallelism; graphic processing unit; protein structure prediction; AB off-Lattice; CUDA; GPU; Protein structure prediction;
Conference_Titel :
Intelligent Networks and Intelligent Systems (ICINIS), 2010 3rd International Conference on
Conference_Location :
Shenyang
Print_ISBN :
978-1-4244-8548-2
Electronic_ISBN :
978-0-7695-4249-2
DOI :
10.1109/ICINIS.2010.53