Uma análise do consumo de energia de ambientes de processamento de dados massivos em nuvem

  • Nestor D. O. Volpini
  • Vinicius S. Conceição
  • Raphael L. Pontes
  • Dorgival Guedes

Resumo


Massive data processing (big-data) related fields and cloud computing have been growing conjointly. Thus, data processing is among the largest resource consumers in datacenters, consuming around 2% of global energy. Comprehension of how elements such as virtualized environments and applications' parallelization degree affect such consumption is therefore an urgent need. This article relies on a monitoring solution that provides performance metrics, data mining application logs, and data produced in distributed environments to assess how power consumption of virtualized big-data applications varies on allocated resources.

Publicado
26/07/2018
VOLPINI, Nestor D. O.; CONCEIÇÃO, Vinicius S.; PONTES, Raphael L.; GUEDES, Dorgival. Uma análise do consumo de energia de ambientes de processamento de dados massivos em nuvem. In: WORKSHOP EM DESEMPENHO DE SISTEMAS COMPUTACIONAIS E DE COMUNICAÇÃO (WPERFORMANCE), 17. , 2018, Natal. Anais [...]. Porto Alegre: Sociedade Brasileira de Computação, 2018 . ISSN 2595-6167. DOI: https://doi.org/10.5753/wperformance.2018.3338.