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Big data

Known as: BigData, Big SQL, Big analytics 
Big data is a term for data sets that are so large or complex that traditional data processing applications are inadequate to deal with them… 
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Related topics

Related topics

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A/B testingAgent-based modelApache HadoopApache Spark

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Review
2015
Review
2015
DATA MINING FOR BIG DATA
Big data" is pervasive, and yet still the notion engenders confusion. Big data has been used to convey all sorts of concepts… 
Highly Cited
2015
Highly Cited
2015
Highly efficient data migration and backup for big data applications in elastic optical inter-data-center networks
This article discusses the technologies for realizing highly efficient data migration and backup for big data applications in… 
Highly Cited
2015
Highly Cited
2015
Big Data for Modern Industry: Challenges and Trends [Point of View]
We are living in an era of data deluge and as a result, the term ‘‘big data’’ is appearing in many contexts, from meteorology… 
Highly Cited
2013
Highly Cited
2013
Too Big to Ignore: The Business Case for Big Data
Too Big to Ignore: The Business Case for Big Data isgeared towards CIOs, CEOs, presidents, and IT professionals. At a high level… 
Highly Cited
2013
Highly Cited
2013
Big Data Analytics for Security
Big data is changing the landscape of security tools for network monitoring, security information and event management, and… 
Review
2012
Review
2012
Efficient Big Data Processing in Hadoop MapReduce
This tutorial is motivated by the clear need of many organizations, companies, and researchers to deal with big data volumes… 
Highly Cited
2012
Highly Cited
2012
Addressing big data problem using Hadoop and Map Reduce
The size of the databases used in today's enterprises has been growing at exponential rates day by day. Simultaneously, the need… 
Highly Cited
2012
Highly Cited
2012
Considerations for big data: Architecture and approach
The amount of data in our industry and the world is exploding. Data is being collected and stored at unprecedented rates. The… 
Review
2011
Review
2011
Analytics over large-scale multidimensional data: the big data revolution!
In this paper, we provide an overview of state-of-the-art research issues and achievements in the field of analytics over big… 
Highly Cited
2008
Highly Cited
2008
Big data: Distilling meaning from data
Buried in vast streams of data are clues to new science. But we may need to craft new lenses to see them, explain Felice Frankel… 
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