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What is In-Memory Computing

Chapter 157

Encyclopedia of Information Science and Technology, Fourth Edition

Computer processing performed by loading all data in RAM in order to speed up data access.

Published in Chapter:

In-Memory Analytics

Jorge Manjarrez-Sanchez (Instituto Tecnologico Superior de Jerez, Mexico)

Source Title: Encyclopedia of Information Science and Technology, Fourth Edition

DOI: 10.4018/978-1-5225-2255-3.ch157

Abstract

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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