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Compression of Large genomic datasets using COMRAD on Parallel Computing Platform

The big data storage is a challenge in a post genome era. Hence, there is a need for high performance computing solutions for managing large genomic data. Therefore, it is of interest to describe a parallel-computing approach using message-passing library for distributing the different compression s...

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Autores principales: Biji, Christopher Leela, Madhu, Manu K, Vishnu, Vineetha, K, Satheesh Kumar, Vijayakumar, Nair, Achuthsankar S
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Biomedical Informatics 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4464544/
https://www.ncbi.nlm.nih.gov/pubmed/26124572
http://dx.doi.org/10.6026/97320630011267
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author Biji, Christopher Leela
Madhu, Manu K
Vishnu, Vineetha
K, Satheesh Kumar
Vijayakumar,
Nair, Achuthsankar S
author_facet Biji, Christopher Leela
Madhu, Manu K
Vishnu, Vineetha
K, Satheesh Kumar
Vijayakumar,
Nair, Achuthsankar S
author_sort Biji, Christopher Leela
collection PubMed
description The big data storage is a challenge in a post genome era. Hence, there is a need for high performance computing solutions for managing large genomic data. Therefore, it is of interest to describe a parallel-computing approach using message-passing library for distributing the different compression stages in clusters. The genomic compression helps to reduce the on disk“foot print” of large data volumes of sequences. This supports the computational infrastructure for a more efficient archiving. The approach was shown to find utility in 21 Eukaryotic genomes using stratified sampling in this report. The method achieves an average of 6-fold disk space reduction with three times better compression time than COMRAD. AVAILABILITY: The source codes are written in C using message passing libraries and are available at https:// sourceforge.net/ projects/ comradmpi/files / COMRADMPI/
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spelling pubmed-44645442015-06-29 Compression of Large genomic datasets using COMRAD on Parallel Computing Platform Biji, Christopher Leela Madhu, Manu K Vishnu, Vineetha K, Satheesh Kumar Vijayakumar, Nair, Achuthsankar S Bioinformation Software The big data storage is a challenge in a post genome era. Hence, there is a need for high performance computing solutions for managing large genomic data. Therefore, it is of interest to describe a parallel-computing approach using message-passing library for distributing the different compression stages in clusters. The genomic compression helps to reduce the on disk“foot print” of large data volumes of sequences. This supports the computational infrastructure for a more efficient archiving. The approach was shown to find utility in 21 Eukaryotic genomes using stratified sampling in this report. The method achieves an average of 6-fold disk space reduction with three times better compression time than COMRAD. AVAILABILITY: The source codes are written in C using message passing libraries and are available at https:// sourceforge.net/ projects/ comradmpi/files / COMRADMPI/ Biomedical Informatics 2015-05-28 /pmc/articles/PMC4464544/ /pubmed/26124572 http://dx.doi.org/10.6026/97320630011267 Text en © 2015 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 Software
Biji, Christopher Leela
Madhu, Manu K
Vishnu, Vineetha
K, Satheesh Kumar
Vijayakumar,
Nair, Achuthsankar S
Compression of Large genomic datasets using COMRAD on Parallel Computing Platform
title Compression of Large genomic datasets using COMRAD on Parallel Computing Platform
title_full Compression of Large genomic datasets using COMRAD on Parallel Computing Platform
title_fullStr Compression of Large genomic datasets using COMRAD on Parallel Computing Platform
title_full_unstemmed Compression of Large genomic datasets using COMRAD on Parallel Computing Platform
title_short Compression of Large genomic datasets using COMRAD on Parallel Computing Platform
title_sort compression of large genomic datasets using comrad on parallel computing platform
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4464544/
https://www.ncbi.nlm.nih.gov/pubmed/26124572
http://dx.doi.org/10.6026/97320630011267
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