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Reseach Article

Dynamic Smith-Waterman Algorithm: A High-Performance Grid-Enabled Application Integrated with Globus, GridSphere Portal Framework and CoG Workflow for Performing Biological Local Sequence Alignment

by Md. Khairul Bashar Chowdhury, Tanzeem Bin Noor, Md. Rubaiyet Sadi, Md. Mahbub-ul-alam
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 58 - Number 19
Year of Publication: 2012
Authors: Md. Khairul Bashar Chowdhury, Tanzeem Bin Noor, Md. Rubaiyet Sadi, Md. Mahbub-ul-alam
10.5120/9393-3831

Md. Khairul Bashar Chowdhury, Tanzeem Bin Noor, Md. Rubaiyet Sadi, Md. Mahbub-ul-alam . Dynamic Smith-Waterman Algorithm: A High-Performance Grid-Enabled Application Integrated with Globus, GridSphere Portal Framework and CoG Workflow for Performing Biological Local Sequence Alignment. International Journal of Computer Applications. 58, 19 ( November 2012), 38-45. DOI=10.5120/9393-3831

@article{ 10.5120/9393-3831,
author = { Md. Khairul Bashar Chowdhury, Tanzeem Bin Noor, Md. Rubaiyet Sadi, Md. Mahbub-ul-alam },
title = { Dynamic Smith-Waterman Algorithm: A High-Performance Grid-Enabled Application Integrated with Globus, GridSphere Portal Framework and CoG Workflow for Performing Biological Local Sequence Alignment },
journal = { International Journal of Computer Applications },
issue_date = { November 2012 },
volume = { 58 },
number = { 19 },
month = { November },
year = { 2012 },
issn = { 0975-8887 },
pages = { 38-45 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume58/number19/9393-3831/ },
doi = { 10.5120/9393-3831 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:02:58.319487+05:30
%A Md. Khairul Bashar Chowdhury
%A Tanzeem Bin Noor
%A Md. Rubaiyet Sadi
%A Md. Mahbub-ul-alam
%T Dynamic Smith-Waterman Algorithm: A High-Performance Grid-Enabled Application Integrated with Globus, GridSphere Portal Framework and CoG Workflow for Performing Biological Local Sequence Alignment
%J International Journal of Computer Applications
%@ 0975-8887
%V 58
%N 19
%P 38-45
%D 2012
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Smith-Waterman algorithm is one of the most significantly used algorithm and a well known approach to gain information about unknown genes and proteins for biological research. As execution time and accuracy is of great significance as handling large-scale dataset, a more reliable high-throughput and efficient parallelism can be achieved with the adaptation of grid environment. Adapting Smith-Waterman algorithm with the grid environment brings several concerns regarding fault tolerance, variability in resource performance and workload distribution, application availability etc. The work presented here aims at the development of a Dynamic Smith-Waterman algorithm metascheduler that handles all the specifications of job submission on the grid to the end user for local alignment search. Additionally a web based portal using GridSphere portal framework integrated with Globus 4 and Java Commodity Grid Kit is developed that reduces the complexity to the end users in accessing, managing and manipulating the grid resources and applications. The main contribution towards Dynamic Smith-Waterman algorithm is the reduction of the total job execution time up to 52% with accuracy up to 99. 99% and better resource utilization by 40%. In addition, this work can be used as a template for the development of similar applications in future.

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Index Terms

Computer Science
Information Sciences

Keywords

Grid Globus GridSphere Java Commodity Grid Kit Scheduling Smith-Waterman algorithm