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What is Hadoop

Encyclopedia of Information Science and Technology, Fourth Edition
Open source software that stores and analyzes massive unstructured data sets.
Published in Chapter:
Social Media Credit Scoring
Billie Anderson (Ferris State University, USA) and J. Michael Hardin (Samford University, USA)
Copyright: © 2018 |Pages: 10
DOI: 10.4018/978-1-5225-2255-3.ch620
Abstract
This book chapter provides an overview of credit scoring and discusses how credit scoring is evolving within the context of social media. The main focus of the chapter is how financial institutions have begun incorporating a credit applicant's social media activity such as Facebook and Twitter into the risk associated with a financial loan. Traditional financial organizations such as FICO to relatively new start-up companies such as Lenddo are highlighted; the way in which these companies are incorporating big data sources such as social media data into their loan-making decisions are discussed.
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Landscape of Unified Big Data Platforms
An Apache open source implementation of MapReduce, which is a general purpose parallel computing framework introduced by Google for big data processing.
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Importance of Applying Big Data Concept in Marketing Decision Making
Is an open source software application, which is an open source framework written in the Java programming language to enable fast, easy, and inexpensive storage and processing of huge amounts of data in real or reasonable time.
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Applications of Big Data Analytics in Healthcare Informatics
Hadoop is an open-source distributed processing framework that manages data processing and storage for big data applications running in clustered systems.
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Biometric Authentication for Cloud Computing
Hadoop is an open source, Java-based programming framework that supports the processing of large data sets for scalable and distributed computing environment.
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The Clustering of Large Scale E-Learning Resources
A free Java software framework that supports data intensive distributed applications. It enables applications to work with thousands of nodes and petabytes of data. It is inspired by Google’s MapReduce.
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Hadoop Framework for Handling Big Data Needs
An open source project of Apache Software Foundation which consists of a software framework for storing, processing and analyzing large data sets.
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Promoting Social and Solidarity Economy through Big Data
An open source software framework for processing huge datasets on certain kinds of problems on a distributed system. Its development was inspired by Google’s MapReduce and Google File System. It was originally developed at Yahoo! and is now managed as a project of the Apache Software Foundation.
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Understanding Data Analytics Is Good but Knowing How to Use It Is Better!
Big data software infrastructure that includes a storage system and a distributed processing tool.
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Big Data Processing and Big Analytics
An open source software project that enables the distributed processing of large data sets across clusters of commodity servers.
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Big Data and Analytics: Application to Healthcare Industry
Hadoop is a java based open source tool which process huge amount of data in parallel and reliable manner.
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What the 3Vs Acronym Didn't Put Into Perspective?
Big data software infrastructure that includes a storage system and a distributed processing tool.
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Integrated Data Architecture for Business
An open source technology developed under Apache Software Foundation that can be used to process Big Data in a distributed manner.
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Big Data Computing and the Reference Architecture
It is an open source apache framework for crunching database made of two main components HDFS and MapReduce.
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Big Data Analytics Tools and Platform in Big Data Landscape
Open source software that stores and analyzes massive unstructured data sets.
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Big Data, Who Are You?
Big data software infrastructure that includes a storage system and a distributed processing tool.
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Overview of Big Data and Its Visualization
Hadoop is an open-source software framework for the storage and processing of large datasets on a cluster of machines.
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Big Data Techniques and Applications
Enables distributed processing of large data sets across commodity server clusters.
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Apollo Hospital's Proposed Use of Big Data Healthcare Analytics
A set of free and open-source software tools called Hadoop makes it easier to use a large computer network to address challenges requiring enormous volumes of data and processing. It offers a software framework for the MapReduce programming paradigm, which is used for distributed massive data processing and storage.
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Credit Scoring in the Age of Big Data
Open source software that stores and analyzes massive unstructured data sets.
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Accessing Big Data in the Cloud Using Mobile Devices
An open-source Java implementation of Google’s MapReduce model that supports big data applications in the cloud.
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Semantic Web Platforms for Bioinformatics and Life Sciences
Framework for distributed data-intensive applications.
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Weather-Based Crop Prediction Using Big Data Analytics
Hadoop is a free and open-source software framework that allows for the distributed processing and storage of huge datasets across computer clusters by utilising basic programming methods.
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Harnessing the Power of Big Data Analytics
Open source software that stores and analyzes massive unstructured data sets.
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Big Data Analysis: Basic Review on Techniques
Hadoop is an open source distributed processing framework that manages data processing and storage for big data applications in scalable clusters of computer servers.
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Opportunities and Challenges of Big Data in Healthcare
Hadoop is an open-source software framework from IBM, capable for storing and processing big data in a distributed fashion on large clusters.
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Integrated Data Architecture for Business
An open source technology developed under Apache Software Foundation that can be used to process Big Data in a distributed manner.
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Importance of Big Data
Hadoop is an open source software that has the ability to facilitate distributed data processing of huge data sets, in clusters of servers with high degree of fault tolerance. It can identify and take care of failures at the application level.
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Open Source Software (OSS) for Big Data
Hadoop is an open-source software framework for the storage and processing of large datasets on a cluster of machines.
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Storage and Query Processing Architectures for RDF Data
Hadoop is a framework used for processing massive datasets across a cluster of computers in a distributed manner by using a simple programming model.
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New Payment Models and Big Data Analytics
Hadoop is a framework that allows the distributed processing of large data sets across of hundreds or thousands of low-cost small computers using simple programming models. It is designed to scale up horizontally from a single node cluster to multi-node cluster ( http://hadoop.apache.org/ ). The framework includes:
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Big Data Tools for Computing on Clouds and Grids
An open source software tool maintained by Apache for batch processing Big Data using MapReduce.
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Big Data Analytics for Business
An open source technology developed under Apache Software Foundation that can be used to process Big Data in a distributed manner.
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Data Analytics in Electric Vehicles
A system that can analyses and store enormous datasets that range in size from gigabytes to petabytes and is free source.
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Driving Big Data with Hadoop Technologies
Hadoop is one of the platforms that help in storing and accessing the Big Data across clusters of systems.
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Risk Analysis of Diabetic Patient Using Map-Reduce and Machine Learning Algorithm
It is distributed processing framework used for data processing and storing for big-data applications which runs on clustered systems.
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Machine Learning in Text Analysis
A framework that allow for the distributed processing for large datasets.
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Analyzing Big Data Using Recent Machine Learning Techniques to Assist Consumers in Online Purchase Decision
It is an open source software platform processes large datasets. It creates a ‘cluster’ of different machine where the data is stored & all the data can be made available for analysis purpose in parallel manner.
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Big Data Analytics Demystified
An open-source framework that is built to enable the process and storage of big data across a distributed file system.
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