Simulação e análise aplicada a virtualização para construção de Hadoop clusters
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Data
2015-01-01
Autores
De Souza, Gabriel Spadon [UNESP]
Correia, Ronaldo Celso Messias [UNESP]
Garcia, Rogério Eduardo [UNESP]
Olivete, Celso [UNESP]
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Resumo
The data growth enhances the need of a method and paradigms responsible to deal with high scalability, reliability and fault tolerance in large amounts of data. Big Data is a framework capable of dealing with this need. This research makes usage of Apache Hadoop, and a Virtual Private Server (VPS) to analyze the performance through benchmark tests executed on locally, geographically distributed, and centralized Hadoop computational layout. The result from the simulations metrics, and performance analyses are compared to real servers and introduce an alternative model implemented with a tunnel protocol that enhance the processing power of the cluster.
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Palavras-chave
Benchmark, Big Data, Cluster, Hadoop, Scalability, Tunnel Protocol
Como citar
2015 10th Iberian Conference on Information Systems and Technologies, CISTI 2015.