Creator of Knowledge
Information Resources Management Association
Advancing the Concepts & Practices of Information Resources Management in Modern Organizations

In-Memory Analytics

In-Memory Analytics
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Author(s): Jorge Manjarrez-Sanchez (Instituto Tecnologico Superior de Jerez, Mexico)
Copyright: 2018
Pages: 8
Source title: Encyclopedia of Information Science and Technology, Fourth Edition
Source Author(s)/Editor(s): Mehdi Khosrow-Pour, D.B.A. (Information Resources Management Association, USA)
DOI: 10.4018/978-1-5225-2255-3.ch157


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Analytics is the processing of data for information discovery. In-memory implementation of machine learning and statistical algorithms enable the fast processing of data for descriptive, diagnostic, predictive and prescriptive analytics. In this chapter we first present some concepts and challenges for fast analytics, then we discuss some of the most relevant proposals and data management structures for in-memory data analytics in centralized, parallel and distributed settings. Finally, we offer further research directions and some concluding remarks.

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