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High-Performance Integrated Virtual Environment (HIVE) Tools and Applications for Big Data Analysis

The High-performance Integrated Virtual Environment (HIVE) is a high-throughput cloud-based infrastructure developed for the storage and analysis of genomic and associated biological data. HIVE consists of a web-accessible interface for authorized users to deposit, retrieve, share, annotate, compute...

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Detalles Bibliográficos
Autores principales: Simonyan, Vahan, Mazumder, Raja
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4276921/
https://www.ncbi.nlm.nih.gov/pubmed/25271953
http://dx.doi.org/10.3390/genes5040957
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author Simonyan, Vahan
Mazumder, Raja
author_facet Simonyan, Vahan
Mazumder, Raja
author_sort Simonyan, Vahan
collection PubMed
description The High-performance Integrated Virtual Environment (HIVE) is a high-throughput cloud-based infrastructure developed for the storage and analysis of genomic and associated biological data. HIVE consists of a web-accessible interface for authorized users to deposit, retrieve, share, annotate, compute and visualize Next-generation Sequencing (NGS) data in a scalable and highly efficient fashion. The platform contains a distributed storage library and a distributed computational powerhouse linked seamlessly. Resources available through the interface include algorithms, tools and applications developed exclusively for the HIVE platform, as well as commonly used external tools adapted to operate within the parallel architecture of the system. HIVE is composed of a flexible infrastructure, which allows for simple implementation of new algorithms and tools. Currently, available HIVE tools include sequence alignment and nucleotide variation profiling tools, metagenomic analyzers, phylogenetic tree-building tools using NGS data, clone discovery algorithms, and recombination analysis algorithms. In addition to tools, HIVE also provides knowledgebases that can be used in conjunction with the tools for NGS sequence and metadata analysis.
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spelling pubmed-42769212014-12-30 High-Performance Integrated Virtual Environment (HIVE) Tools and Applications for Big Data Analysis Simonyan, Vahan Mazumder, Raja Genes (Basel) Article The High-performance Integrated Virtual Environment (HIVE) is a high-throughput cloud-based infrastructure developed for the storage and analysis of genomic and associated biological data. HIVE consists of a web-accessible interface for authorized users to deposit, retrieve, share, annotate, compute and visualize Next-generation Sequencing (NGS) data in a scalable and highly efficient fashion. The platform contains a distributed storage library and a distributed computational powerhouse linked seamlessly. Resources available through the interface include algorithms, tools and applications developed exclusively for the HIVE platform, as well as commonly used external tools adapted to operate within the parallel architecture of the system. HIVE is composed of a flexible infrastructure, which allows for simple implementation of new algorithms and tools. Currently, available HIVE tools include sequence alignment and nucleotide variation profiling tools, metagenomic analyzers, phylogenetic tree-building tools using NGS data, clone discovery algorithms, and recombination analysis algorithms. In addition to tools, HIVE also provides knowledgebases that can be used in conjunction with the tools for NGS sequence and metadata analysis. MDPI 2014-09-30 /pmc/articles/PMC4276921/ /pubmed/25271953 http://dx.doi.org/10.3390/genes5040957 Text en © 2014 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Simonyan, Vahan
Mazumder, Raja
High-Performance Integrated Virtual Environment (HIVE) Tools and Applications for Big Data Analysis
title High-Performance Integrated Virtual Environment (HIVE) Tools and Applications for Big Data Analysis
title_full High-Performance Integrated Virtual Environment (HIVE) Tools and Applications for Big Data Analysis
title_fullStr High-Performance Integrated Virtual Environment (HIVE) Tools and Applications for Big Data Analysis
title_full_unstemmed High-Performance Integrated Virtual Environment (HIVE) Tools and Applications for Big Data Analysis
title_short High-Performance Integrated Virtual Environment (HIVE) Tools and Applications for Big Data Analysis
title_sort high-performance integrated virtual environment (hive) tools and applications for big data analysis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4276921/
https://www.ncbi.nlm.nih.gov/pubmed/25271953
http://dx.doi.org/10.3390/genes5040957
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