'Big data', Hadoop and cloud computing in genomics
TLDR
An overview of cloud computing and big data technologies, and how such expertise can be used to deal with biology's big data sets is discussed, together with an overview of the current usage of Hadoop within the bioinformatics community.About:
This article is published in Journal of Biomedical Informatics.The article was published on 2013-10-01 and is currently open access. It has received 403 citations till now. The article focuses on the topics: Data-intensive computing & Big data.read more
Citations
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Proceedings ArticleDOI
Design and implementation of an intelligent system for tourist routes recommendation based on Hadoop
Xi Chen,Liqing Zhou +1 more
TL;DR: Tourist route intelligent recommendation system based on Hadoop uses distributed association rules calculation to solve problems of secure storage and fast access of the large amounts of data, which can improve the scalability of its recommendation service so that to get ideal effect for tourist route recommendation.
Book ChapterDOI
Big Data Technologies with Computational Model Computing Using Hadoop with Scheduling Challenges
TL;DR: In this paper, the authors present a state-of-craftsmanship survey that gives an all-encompassing perspective on the BD difficulties, and BDA techniques speculated/proposed/ utilized associations to help other people comprehend this scene to settle on strong venture choices.
Book ChapterDOI
Analytics and Decision Support Systems in Global Health Informatics
TL;DR: This chapter reviews recent literature that fall under data analytics and decision support methods that represent critical steps to obtain recommendations for global health interventions derived from data.
Proceedings ArticleDOI
A review of big data analytics in the biomedical field
TL;DR: In this article, the authors discuss several approach in processing large amount of biomedical data and discuss the challenge that are faced when processing those biomedical data in large sizes, they also proposed integrated telehealth system which combine Tele-ECG, Tele-USG, and existing biomedical application.
Posted Content
DNACloud: A Potential Tool for storing Big Data on DNA
TL;DR: A software called DNACloud which makes it easy to store the data on the DNA which shows promise for synthetic DNA storage as a useful technology for the future data storage.
References
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Journal ArticleDOI
The Genome Analysis Toolkit: A MapReduce framework for analyzing next-generation DNA sequencing data
Aaron McKenna,Matthew Hanna,Eric Banks,Andrey Sivachenko,Kristian Cibulskis,Andrew Kernytsky,Kiran V. Garimella,David Altshuler,Stacey Gabriel,Mark J. Daly,Mark A. DePristo +10 more
TL;DR: The GATK programming framework enables developers and analysts to quickly and easily write efficient and robust NGS tools, many of which have already been incorporated into large-scale sequencing projects like the 1000 Genomes Project and The Cancer Genome Atlas.
Journal ArticleDOI
Cramming More Components Onto Integrated Circuits
TL;DR: Integrated circuits will lead to such wonders as home computers or at least terminals connected to a central computer, automatic controls for automobiles, and personal portable communications equipment as mentioned in this paper. But the biggest potential lies in the production of large systems.
Journal Article
Cramming More Components onto Integrated Circuits
TL;DR: Integrated circuits will lead to such wonders as home computers or at least terminals connected to a central computer, automatic controls for automobiles, and personal portable communications equipment as discussed by the authors. But the biggest potential lies in the production of large systems.
Book
Big data: The next frontier for innovation, competition, and productivity
TL;DR: The amount of data in the authors' world has been exploding, and analyzing large data sets will become a key basis of competition, underpinning new waves of productivity growth, innovation, and consumer surplus, according to research by MGI and McKinsey.
Journal ArticleDOI
Galaxy: A platform for interactive large-scale genome analysis
Belinda Giardine,Cathy Riemer,Ross C. Hardison,Richard Burhans,Laura Elnitski,Prachi Shah,Prachi Shah,Yi Zhang,Daniel Blankenberg,Istvan Albert,James Taylor,Webb Miller,W. James Kent,Anton Nekrutenko +13 more
TL;DR: An interactive system, Galaxy, that combines the power of existing genome annotation databases with a simple Web portal to enable users to search remote resources, combine data from independent queries, and visualize the results.