Title :
A distributed approach for a multiple sequence alignment algorithm using a parallel virtual machine
Author :
Lopes, Heitor S. ; Moritz, Guilherme L.
Author_Institution :
Bioinformatics Lab., Fed. Center for Technol. Educ. of Parana, Curitiba
Abstract :
Multiple sequence alignment is a central topic of extensive research in computational biology. Basically, two or more protein sequences are compared so as to evaluate their similarity. This work reports a methodology for parallel processing of a multiple sequence alignment algorithm (ClustalW) in an environment of networked computers. A detailed description of the modules that compose the distributed system is provided, giving special attention to the way a dynamic programming algorithm can be executed in parallel. Extensive experiments were done to evaluate performance and scalability of the method. Results show that the proposed method is efficient and offers a real advantage for large-scale multiple protein sequence alignment
Keywords :
biology computing; dynamic programming; molecular biophysics; molecular configurations; parallel processing; proteins; virtual machines; computational biology; dynamic programming algorithm; multiple protein sequence alignment algorithm ClustalW; parallel processing; parallel virtual machine; Biology computing; Computational biology; Computer networks; Concurrent computing; Dynamic programming; Heuristic algorithms; Parallel processing; Proteins; Sequences; Virtual machining;
Conference_Titel :
Engineering in Medicine and Biology Society, 2005. IEEE-EMBS 2005. 27th Annual International Conference of the
Conference_Location :
Shanghai
Print_ISBN :
0-7803-8741-4
DOI :
10.1109/IEMBS.2005.1617066