Title :
Parallel algorithm for multiple genome alignment on the Grid environment
Author :
Ahmed, Nova ; Pan, Yi ; Vandenberg, Art
Author_Institution :
Dept. of Comput. Sci., Georgia State Univ., Atlanta, GA, USA
Abstract :
The multiple genome sequence alignment problem falls in the domain of problems that can be parallelized to address large sequence lengths. Although there is communication required for the computation of the aligned sequences, the proper distribution can reduce the overall problem to a set of tasks to be solved independently and then merged. A parallel algorithm for the alignment of multiple genome sequences is described. The algorithm is experimentally evaluated in a distributed Grid environment that provides very scalable and low cost computation performance. The Grid environment is evaluated with respect to a traditional cluster environment and results are compared to evaluate the effectiveness of a Grid environment for large computational biology.
Keywords :
biology computing; grid computing; parallel algorithms; proteins; Grid environment; computational biology; genome sequence alignment problem; parallel algorithm; Bioinformatics; Biology computing; Clustering algorithms; Computational biology; Computational efficiency; Distributed computing; Genomics; Grid computing; Parallel algorithms; Sequences;
Conference_Titel :
Parallel and Distributed Processing Symposium, 2005. Proceedings. 19th IEEE International
Print_ISBN :
0-7695-2312-9
DOI :
10.1109/IPDPS.2005.324