Cargando…

OPTSDNA: Performance evaluation of an efficient distributed bioinformatics system for DNA sequence analysis

Storage of sequence data is a big concern as the amount of data generated is exponential in nature at several locations. Therefore, there is a need to develop techniques to store data using compression algorithm. Here we describe optimal storage algorithm (OPTSDNA) for storing large amount of DNA se...

Descripción completa

Detalles Bibliográficos
Autores principales: Khan, Mohammad Ibrahim, Sheel, Chotan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Biomedical Informatics 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3796889/
https://www.ncbi.nlm.nih.gov/pubmed/24143058
http://dx.doi.org/10.6026/97320630009842
_version_ 1782287547061239808
author Khan, Mohammad Ibrahim
Sheel, Chotan
author_facet Khan, Mohammad Ibrahim
Sheel, Chotan
author_sort Khan, Mohammad Ibrahim
collection PubMed
description Storage of sequence data is a big concern as the amount of data generated is exponential in nature at several locations. Therefore, there is a need to develop techniques to store data using compression algorithm. Here we describe optimal storage algorithm (OPTSDNA) for storing large amount of DNA sequences of varying length. This paper provides performance analysis of optimal storage algorithm (OPTSDNA) of a distributed bioinformatics computing system for analysis of DNA sequences. OPTSDNA algorithm is used for storing various sizes of DNA sequences into database. DNA sequences of different lengths were stored by using this algorithm. These input DNA sequences are varied in size from very small to very large. Storage size is calculated by this algorithm. Response time is also calculated in this work. The efficiency and performance of the algorithm is high (in size calculation with percentage) when compared with other known with sequential approach.
format Online
Article
Text
id pubmed-3796889
institution National Center for Biotechnology Information
language English
publishDate 2013
publisher Biomedical Informatics
record_format MEDLINE/PubMed
spelling pubmed-37968892013-10-18 OPTSDNA: Performance evaluation of an efficient distributed bioinformatics system for DNA sequence analysis Khan, Mohammad Ibrahim Sheel, Chotan Bioinformation Prediction Model Storage of sequence data is a big concern as the amount of data generated is exponential in nature at several locations. Therefore, there is a need to develop techniques to store data using compression algorithm. Here we describe optimal storage algorithm (OPTSDNA) for storing large amount of DNA sequences of varying length. This paper provides performance analysis of optimal storage algorithm (OPTSDNA) of a distributed bioinformatics computing system for analysis of DNA sequences. OPTSDNA algorithm is used for storing various sizes of DNA sequences into database. DNA sequences of different lengths were stored by using this algorithm. These input DNA sequences are varied in size from very small to very large. Storage size is calculated by this algorithm. Response time is also calculated in this work. The efficiency and performance of the algorithm is high (in size calculation with percentage) when compared with other known with sequential approach. Biomedical Informatics 2013-09-23 /pmc/articles/PMC3796889/ /pubmed/24143058 http://dx.doi.org/10.6026/97320630009842 Text en © 2013 Biomedical Informatics This is an open-access article, which permits unrestricted use, distribution, and reproduction in any medium, for non-commercial purposes, provided the original author and source are credited.
spellingShingle Prediction Model
Khan, Mohammad Ibrahim
Sheel, Chotan
OPTSDNA: Performance evaluation of an efficient distributed bioinformatics system for DNA sequence analysis
title OPTSDNA: Performance evaluation of an efficient distributed bioinformatics system for DNA sequence analysis
title_full OPTSDNA: Performance evaluation of an efficient distributed bioinformatics system for DNA sequence analysis
title_fullStr OPTSDNA: Performance evaluation of an efficient distributed bioinformatics system for DNA sequence analysis
title_full_unstemmed OPTSDNA: Performance evaluation of an efficient distributed bioinformatics system for DNA sequence analysis
title_short OPTSDNA: Performance evaluation of an efficient distributed bioinformatics system for DNA sequence analysis
title_sort optsdna: performance evaluation of an efficient distributed bioinformatics system for dna sequence analysis
topic Prediction Model
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3796889/
https://www.ncbi.nlm.nih.gov/pubmed/24143058
http://dx.doi.org/10.6026/97320630009842
work_keys_str_mv AT khanmohammadibrahim optsdnaperformanceevaluationofanefficientdistributedbioinformaticssystemfordnasequenceanalysis
AT sheelchotan optsdnaperformanceevaluationofanefficientdistributedbioinformaticssystemfordnasequenceanalysis