面向大数据和数据分析管理的计算机集群:设计、实现和评估

Proceedings of the Euro American Conference on Telematics and Information Systems Pub Date : 2018-11-12 DOI:10.1145/3293614.3293626

Juan C. García-Ojeda, Meleny Luna Ortíz, Rodolfo Sánchez García, Javier Hernández Cáceres, A. Argoti

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引用次数: 0

摘要

本文研究了基于Apache Hadoop技术的计算机集群的实现，以提供大数据和数据分析服务。该集群是圣圣大学Tomás -布卡拉曼加的TIC咨询办公室(CTIC)的创新建议，旨在满足布卡拉曼加都市区对大数据和数据分析的需求。集群实现包括对所涉及设备的体系结构和配置的描述，以及在计算时间、能耗、成本和碳足迹方面评估集群性能所进行的一系列实验。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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A Computer Cluster for Big Data and Data Analytics Management: Design, Implementation, and Assessment

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.

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Proceedings of the Euro American Conference on Telematics and Information Systems

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