Comparison of performance between platforms for IAAS Open Source: OpenStack and CloudStack
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Publicación 7. Vol 8. Num 1 (Español (España))
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Published:
Jan 30, 2024
Keywords:
OpenStack, CloudStack, IaaS, rendimiento, Nube Privada, Cloud Computing
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Abstract
Introduction: The implementation of an IaaS platform at UNACH represents a great opportunity to improve the technological infrastructure of the institution, strengthen the capacities of students and teachers, and promote innovation and competitiveness. Objective: To compare OpenStack and CloudStack platforms through performance in a virtualised environment for the implementation of a private cloud at the National University of Chimborazo. Methodology: The establishment of the scenario included the installation of three nodes: the controlling node, the computation node and the storage node deployed on Proxmox VE. Results: The analysis of each of the dimensions of the FURPS model was carried out with a sample of 35 tests, an error rate of 0.05%, the first time the normality of the data and the corresponding contrast tests, obtaining this way for the The processing time of a difference of 5.6% The best use of OpenStack The use of RAM with 0.89%, The use of the CPU with 2.67% and Outgoing Network Traffic with a 2.07%. Conclusion: a general result was calculated through a multicriteria analysis with the NAIADE method, obtaining that the performance is similar.
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Illapa Robles, V. E., Marcatoma Morocho, J. J., Paguay Soxo, P. X., Barragán Torres, R. A., & Monar Monar, J. S. (2024). Comparison of performance between platforms for IAAS Open Source: OpenStack and CloudStack. Ciencia Digital, 8(1), 145-172. https://doi.org/10.33262/cienciadigital.v8i1.2877
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Hahm, J., Lim, S. B., Li, G., Cho, H., Shin, S. C., Yeom, J., & Lee, J. (2014). Function and Performance Test of Open Source CloudStack Platform for HPC Service. Journal of Next Generation Information Technology, 5(2), 56. https://www.researchgate.net/publication/297948824_Function_and_performance_test_of_open_source_cloudstack_platform_for_HPC_service
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Ismaeel, S., Miri, A., Chourishi, D., & Dibaj, S. R. (2015, November). Open source cloud management platforms: A review. In 2015 IEEE 2nd International Conference on Cyber Security and Cloud Computing (pp. 470-475). IEEE. https://ieeexplore.ieee.org/abstract/document/7371524/
Jacobs, D. B. (2013). OpenStack vs. CloudStack: What's the best approach? http://searchnetworking.techtarget.com/tip/OpenStack-vs-CloudStack-Whats-the-best-approach
Kim, H., Kim, H., Chun, K., & Chung, Y. (2017). Experience in Practical Implementation of Abstraction Interface for Integrated Cloud Resource Management on Multi-Clouds. KSII transactions on internet & information systems, 11(1). https://itiis.org/journals/tiis/digital-library/manuscript/file/21318/TIISVol11No1-2.pdf
Lozada, J. (2014). Investigación aplicada: Definición, propiedad intelectual e industria. CienciAmérica: Revista de divulgación científica de la Universidad Tecnológica Indoamérica, 3(1), 47-50. https://dialnet.unirioja.es/servlet/articulo?codigo=6163749
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Nachar, N. (2008). The Mann-Whitney U: A test for assessing whether two independent samples come from the same distribution. Tutorials in quantitative Methods for Psychology, 4(1), 13-20. https://pdfs.semanticscholar.org/007b/c0936646c34abd369ceda930000c3d142228.pdf
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Razali, N. M., & Wah, Y. B. (2011). Power comparisons of shapiro-wilk, kolmogorov-smirnov, lilliefors and anderson-darling tests. Journal of statistical modeling and analytics, 2(1), 21-33. https://www.nbi.dk/~petersen/Teaching/Stat2017/Power_Comparisons_of_Shapiro-Wilk_Kolmogorov-Smirn.pdf
Sabharwal, N., & Shankar, R. (2013). Apache CloudStack cloud computing. Packt Publishing. https://dl.acm.org/doi/abs/10.5555/2531530
Tamayo, F. (2006). Marco Metodológico. Obtenido de http://virtual. urbe. edu/tesispub/0088963/cap03. pdf.
Sharma, R. (2015). Learning OpenStack High Availability. Packt Publishing Ltd. https://www.perlego.com/book/4295/learning-openstack-high-availability-pdf
Tam Malaga, J. (2015). TICAL. Las Tecnologías de la Información y la Comunicación potenciando la Universidad del Siglo XXI. RedClara. https://cudi.edu.mx/sites/default/files/2022-01/TICAL2015_Las_TIC_Potenciando_la_Universidad_Del_SXXI.pdf
Yamato, Y., Nishizawa, Y., Muroi, M., & Tanaka, K. (2015). Development of resource management server for production IaaS services based on OpenStack. Journal of Information Processing, 23(1), 58-66. https://www.jstage.jst.go.jp/article/ipsjjip/23/1/23_58/_article/-char/ja/
Yamato, Y. (2018). Server selection, configuration and reconfiguration technology for IaaS cloud with multiple server types. Journal of Network and Systems Management, 26, 339-360. https://link.springer.com/article/10.1007/s10922-017-9418-z
Yamato, Y., Muroi, M., Tanaka, K., & Uchimura, M. (2014). Development of template management technology for easy deployment of virtual resources on OpenStack. Journal of Cloud Computing, 3, 1-12. https://link.springer.com/article/10.1186/s13677-014-0007-3
Zangara, G., Terrana, D., Corso, P. P., Ughetti, M., & Montalbano, G. (2015, November). A cloud federation architecture. In 2015 10th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC) (pp. 498-503). IEEE. https://ieeexplore.ieee.org/abstract/document/7424617/