A computer cluster for big data and data analytics management: Design, implementation, and assessment

J. C. García-Ojeda, Meleny Luna Ortíz, Rodolfo Sánchez García, Javier Hernández Cáceres, Andrés Argoti

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

This paper deals with the implementation of a computer cluster based on Apache Hadoop technology to provide Big Data and Data Analytics services. The cluster is an innovative proposal of the TIC consulting office (CTIC) of the Universidad Santo Tomás - Bucaramanga, which aims at satisfying the needs regarding Big Data and Data Analytics of the Bucaramanga Metropolitan Area. The cluster implementation includes the description of the architecture and configuration of the equipment involved as well as the series of experiments carried out to assess the cluster's performance in terms of computing time, energy consumption, cost, and carbon footprint.

Original languageEnglish
Title of host publicationProceedings of the Euro American Conference on Telematics and Information Systems, EATIS 2018
PublisherAssociation for Computing Machinery
ISBN (Electronic)9781450365727
DOIs
StatePublished - 12 Nov 2018
Externally publishedYes
Event2018 Euro American Conference on Telematics and Information Systems, EATIS 2018 - Fortaleza, Brazil
Duration: 12 Nov 201815 Nov 2018

Publication series

NameACM International Conference Proceeding Series

Conference

Conference2018 Euro American Conference on Telematics and Information Systems, EATIS 2018
Country/TerritoryBrazil
CityFortaleza
Period12/11/1815/11/18

Keywords

  • Apache Hadoop
  • Big Data
  • Data Analytics
  • IT services

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