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Implementation and evaluation of a container management platform on Docker: Hadoop deployment as an example

Lookup NU author(s): Professor Raj Ranjan

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Abstract

© 2021, The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature.In recent years, virtualization is one of the key technologies of next-generation data centers. However, the problem of virtualization technology is that each instance needs to run a client operating system and a lot of applications. Therefore, it might generate a heavy load and affect the system efficiency and performance. In this work, the performance evaluation of three environments (bare-metal, Docker containers, and virtual machines) is investigated to understand the differences between the characteristics of each environment. Also, we addressed whether container-based virtualization can solve the problems of traditional virtualization. In addition, we combined Docker with OpenStack to implement a container management platform. Finally, we took Hadoop deployment as an example to verify whether Docker can solve the deployment problem and save time.

Publication metadata

Author(s): Shih W-C, Yang C-T, Ranjan R, Chiang C-I

Publication type: Article

Publication status: Published

Journal: Cluster Computing

Year: 2021

Volume: 24

Pages: 3421-3430

Online publication date: 19/06/2021

Acceptance date: 07/06/2021

ISSN (print): 1386-7857

ISSN (electronic): 1573-7543

Publisher: Springer

URL: https://doi.org/10.1007/s10586-021-03337-w

DOI: 10.1007/s10586-021-03337-w

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