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What is Big-Data Technology

Chapter 78
Encyclopedia of Organizational Knowledge, Administration, and Technology
There are several sources for big data including streaming data such as data from a web of connected devices and IoT. social media such as marketing, sales and support data, and publicly available sources such as the US government’s data.gov and the European Union Open Data Portal. These different sources need different technologies to deal with such as Apache Hadoop, Microsoft HDInsight, NoSQL, Hive, Sqoop, and PolyBase.
Published in Chapter:
Integrating Big Data Technology Into Organizational Decision Support Systems
Ahmad M. Kabil (University of Wisconsin-Whitewater, USA)
Copyright: © 2021 |Pages: 18
DOI: 10.4018/978-1-7998-3473-1.ch078
Abstract
With the growing trend of global competitiveness and business complexity, the need arises for integrating BDTs in the design of ODSS. BDTs enable ODSS to deal with data of volume, variety, and velocity beyond the capability of traditional databases and data-warehouses in ODSS. The basic modules of updated ODSS with BDT are presented as a conceptual design, which provides a general foundation for the detailed design and implementation of an application. The validation of the proposed conceptual design is conducted on a test-case based upon the BSC perspectives as well as requirements common for ODSS scenarios. The results show that each requirement of the system is supported by a set of integrated modules in a balanced way. The modules of the highest contribution in the conceptual design are the modules most related to BDT. The initial stages of the implementation of the system are given.
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Chapter 174
A Proposed Framework for Incorporating Big-Data Technology in National Crisis Management Center
A high-resolution representation of real life in such a way that all movements, activities, thoughts, conversations, relations, feelings could be tracked, recorded and processed almost online.
Published in Chapter: A Proposed Framework for Incorporating Big-Data Technology in National Crisis Management Center; From: Encyclopedia of Information Science and Technology, Fourth Edition
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