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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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Biomedical Informatics
2015
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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/ |
format | Online Article Text |
id | pubmed-4464544 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Biomedical Informatics |
record_format | MEDLINE/PubMed |
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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