BigDataFr recommends : Benchmarking Hadoop Performance in the Cloud – An in Depth Study of Resource Management and Energy Consumption
Keywords: Cloud Computing, Virtualization, Green Consumption, Docker Container, Hadoop, Resources Consumption.
Abstract
[…] Virtual technologies have proven their capabilities to ensure good performance in the context of high performance computing (HPC). During the last decade, the big data tools have been emerging, they have their own needs in performance and infrastructure. Having a wide breadth of experience in the HPC domain, the experts can evaluate the infrastructures used to run big data tools easily.
The outcome of this paper is the evaluation of two technologies of virtualization in the context of big data tools. We compare the performance and the energy consumption of two technologies of virtualization (Docker containers and VMware) and benchmark the software Hadoop (JoshBaer, 2015) using these environments. […]
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By Aymen Jlassi 1, Patrick Martineau 1
Source: hal-archives-ouvertes.fr
LI – Laboratoire d’Informatique de l’Université de Tours