A Comparison of the Implementation of Traditional and Cloud-Based Platforms: Meteorological Report System
DOI:
https://doi.org/10.18667/cienciaypoderaereo.632Keywords:
Information Technology, Virtualization, Server, VMware, Cloud Computing, AzureAbstract
When developing an Information and Communications Technology (ICT) project, critical infrastructure represents significant costs. One must also consider issues such as latency of intercommunication, scalability and stability of real-time processing. These issues can make researchers doubt when it comes to deciding whether to use cloud computing architecture or traditional architecture in a project, a choice that affects the budget and the viability of the process. With the aim of supporting this type of analysis and facilitating the choice of structure to implement, this article presents a case study where a real-time meteorological analysis project was used on both platforms at the same time, and where performance of cloud technologies versus physical technologies was assessed. This work describes the operating systems, advantages and characteristics of both approaches. These data can provide a basis for the choice of one alternative over the other, according to the requirements of the project. In order to assess the project, it was implemented on on-premise platforms and on cloud computing platforms; this made it possible to compare both technologies and determine differences in their infrastructure, safety, performance and reliability. To implement the model, a traditional virtualization model was used, using the Esxi 6.0 Hypervisor from VMware. For the Cloud infrastructure, Microsoft Azure was used for virtualization.
Downloads
References
P. Pessolani, T. Cortes, S. Gonnet, and F. G. Ti- netti, "Sistema de Virtualización con Recursos Distribuidos," Tesis, no. April, 2012.
S. Jain and M. A. Alam, "Comparative Study of Traditional Database and Cloud Computing Database," 2017.
P. Yue, H. Zhou, J. Gong, and L. Hu, "Geoprocessing in Cloud Computing platforms - a comparative analysis," Int. J. Digit. Earth, vol. 6, no. 4, pp. 404-425, 2013. https://doi.org/10.1080/17538947.2012.748847
C. M. Navaneethakrishnan, "A Comparative Study of Cloud based ERP systems with Traditional ERP and Analysis of Cloud ERP implementation," 2013.
R. Gharsallaoui, M. Hamdi, and T. H. Kim, "A Comparative Study on Cloud Gaming Platforms," in Proceedings - 7th International Conference on Control and Automation, CA 2014, 2014, pp. 28-32. https://doi.org/10.1109/CA.2014.14
"A Comparative Study on Cloud Gaming Platforms - IEEE Conference Publication." [On- line]. Available: https://ieeexplore.ieee.org/abstract/document/7026255. [Accessed: 22-Oct-2019].
J. L. Díaz, J. Entrialgo, M. García, J. García, and D. F. García, "Optimal allocation of virtual machines in multi-cloud environments with reserved and on-demand pricing," Futur. Gener. Comput. Syst., vol. 71, pp. 129-144, 2017. https://doi.org/10.1016/j.future.2017.02.004
M. Noshy, A. Ibrahim, and H. A. Ali, "Optimization of live virtual machine migration in cloud computing: A survey and future directions," J. Netw. Comput. Appl., vol. 110, no. November 2017, pp. 1-10, 2018. https://doi.org/10.1016/j.jnca.2018.03.002
J. A. Florez Zuluaga, "Intelligent techniques for identification and tracking of meteorological phenomena that could affect flight safety," Cienc. Y Pod. AÉREO, vol. 12, pp. 24-35, 2017.
J. A. Florez Zuluaga, "Sistema de fusión de datos aeronáuticos y metereológicos para la prevención de accidentes aéreos" UPB, 2017.
J. Anderson and F. Zuluaga, "Detection of Convective Clouds Usin Meteorological Data Fusion for Aviation" in 2017 International Carnahan Conference on Security Technology (ICCST), 2017.
S. J. Goodman et al., "The GOES-R Geostationary Lightning Mapper (GLM)," Atmos. Res., vol. 125-126, pp. 34-49, 2013. https://doi.org/10.1016/j.atmosres.2013.01.006
SIATA, "Sistema de alerta temprana del Área Metropolitana del Valle de Aburrá," Gobernacion de Antioquia, 2011.
VMware, "Virtualization overview," White Pap.
http//www. vmware. com/pdf/virtualization. pdf, pp. 1-11, 2006.
M. García-Valls, T. Cucinotta, and C. Lu, "Challenges in realtime virtualization and predictable cloud computing," J. Syst. Archit., vol. 60, no. 9, pp. 726-740, 2014. https://doi.org/10.1016/j.sysarc.2014.07.004
R. Madhavrao and A. Moosakhanian, "Integration of Digital Weather and Air Traffic Data for NextGen," in 2018 IEEE/AIAA 37th Digital Avionics Systems Conference (DASC), 2018. https://doi.org/10.1109/DASC.2018.8569255
J. Harrington, "Weather services in the NextGen Era," Aviat. Int. News, no. January, pp. 34-37, 2009.
P. Brooker, "SESAR and NextGen: Investing in new paradigms," J. Navig., vol. 61, no. 2, pp. 195-208, 2008. https://doi.org/10.1017/S0373463307004596
M. Strohmeier, M. Schafer, V. Lenders, and I. Martinovic, "Realities and challenges of nextgen air traffic management: the case of ADS-B," IEEE Commun. Mag., vol. 52, no. 5, pp. 111-118, May 2014. https://doi.org/10.1109/MCOM.2014.6815901
P. Brooker, "SESAR and NextGen: Investing in new paradigms," J. Navig., vol. 61, no. 2, pp. 195-208, 2008. https://doi.org/10.1017/S0373463307004596
M. D. Powell, S. H. Houston, L. R. Amat, and N. Morisseau-Leroy, "The HRD real-time hurricane wind analysis system," J. Wind Eng. Ind. Aerodyn., vol. 77, pp. 53-64, 1998. https://doi.org/10.1016/S0167-6105(98)00131-7
L. B. Cornman, G. Meymaris, and M. Limber, "An update on the FAA Aviation Weather Research Program's in situ turbulence measurement and reporting system," in 11th AMS Conference on Aviation, Range, and Aerospace Meteorology, 2004.
J. A. Florez Zuluaga, J. F. Vargas Bonilla, and J. Reina, "Intelligent techniques for identification and tracking of meteorological phenomena that could affect flight safety," Cienc. Y Pod. AÉREO, vol. 12, pp. 24-35, 2017. https://doi.org/10.18667/cienciaypoderaereo.559
C. Wang, L. C. Wood, H. Abdul-Rahman, and Y. T. Lee, "When traditional information technology project managers encounter the cloud: Opportunities and dilemmas in the transition to cloud services," Int. J. Proj. Manag., vol. 34, no. 3, pp. 371-388, Apr. 2016. https://doi.org/10.1016/j.ijproman.2015.11.006
R. Iqbal, F. Doctor, B. More, S. Mahmud, and U. Yousuf, "Big Data analytics and Computational Intelligence for Cyber-Physical Systems: Recent trends and state of the art applications," Futur. Gener. Comput. Syst., 2017. https://doi.org/10.1016/j.future.2017.10.021
O. Morariu, T. Borangiu, and S. Raileanu, "vMES: Virtualization aware manufacturing execution system," Comput. Ind., vol. 67, pp. 27-37, Feb. 2015. https://doi.org/10.1016/j.compind.2014.11.003
Z. Kozhirbayev and R. O. Sinnott, "A performance comparison of container-based technologies for the Cloud," Futur. Gener. Comput. Syst., vol. 68, pp. 175-182, Mar. 2017. https://doi.org/10.1016/j.future.2016.08.025
V. E. S. X. Server, I. Overview, V. Esx, P. Vmware, and E. S. X. Server, "Chapter 1 Installing VMware ESX Server 3 Solutions in this chapter :," pp. 1-24.
D. Rule, "Scripting and Programming for the Virtual Infrastructure," How to Cheat Config. VmWare ESX Serv., pp. 133-226, 2007. https://doi.org/10.1016/B978-159749194-5.00007-2
L. Gilbert et al., "Implications of virtualization on Grids for high energy physics applications," J. Parallel Distrib. Comput., vol. 66, no. 7, pp. 922-930, 2006. https://doi.org/10.1016/j.jpdc.2005.12.013
S. Lim, B. Yoo, J. Park, K. Byun, and S. Lee, "A research on the investigation method of digital forensics for a VMware Workstation's virtual machine," Math. Comput. Model., vol. 55, no. 1-2, pp. 151-160, 2012. https://doi.org/10.1016/j.mcm.2011.02.011
A. M. Coballes, "Unidad 4 : Introduccion a la virtualizacion Introduccion," 2009.
J. E. Smith and R. Nair, "The architecture of virtual machines," Computer (Long. Beach. Calif)., vol. 38, no. 5, pp. 32-38, 2005. https://doi.org/10.1109/MC.2005.173
A. Desai, R. Oza, P. Sharma, and B. Patel, "Hypervisor: A survey on concepts and taxonomy," Int. J. Innov. Technol. Explor. Eng., vol. 2, no. 3, pp. 222-225, 2013.
U. Zulia, U. Zulia, and U. Zulia, "Revista Electrónica de Estudios Telemáticos," no. 2010, pp. 33-46, 2014.
S. D. Lowe, Hyperconverged_Infrastructure_for_Dummies, 2nd HPE Si. John Wiley & Sons, Inc., 2019.
J. Green, S. D. Lowe, and D. M. Davis, "The Fundamentals of Hyperconverged Infrastructure The Gorilla Guide To... The Fundamentals of Hyperconverged Infrastructure Entering the Jungle," p. 48, 2018.
D. Martin and V. D. E, "Cloud Computing: de la virtualización de aplicaciones y de escritorio, a la virtualización de servidores". Ing. Edgar Gutiérrez," pp. 1-5, 2012.
J. L. G. C. Caro, María José, Capítulo I. Alcance y ámbito de la Seguridad Nacional en el ciberespacio, no. Ciberseguridad. Retos y Amenazas a la Seguridad Nacional en el Ciberespacio. 2010.
J. Repschläger, D. Pannicke, and R. Zarnekow, "Cloud Computing & SaaS," HMD - Prax. der Wirtschaftsinformatik, vol. 275, no. 47, pp. 1-2, 2010. https://doi.org/10.1007/BF03340507
Armin Balalaie and Abbas Heydarnoori, "Microservices Architecture Enables DevOps Migration," Ieee Softw. |, vol. 11, pp. 42-52, 1960.
C. Xia, Y. Zhang, L. Wang, S. Coleman, and Y. Liu, "Microservice-based cloud robotics sys- tem for intelligent space," Rob. Auton. Syst., vol. 110, pp. 139-150, Dec. 2018. https://doi.org/10.1016/j.robot.2018.10.001
M. Azure, A. Iaas, and A. Messaging, "Micro- soft Azure Infrastructure-as-a-Service ( IaaS ) Overview."
W. F. Cxo, H. Integrated, S. Can, T. Storage, and A. D. Software, "Hyperconverged Infrastructure : The CxO View," no. 2, pp. 1-18.
J. P. John McArthur, George J. Weiss, Kiyomi Yamada, Hiroko Aoyama, Philip Dawson, Arun Chandrasekaran, "Magic Quadrant for Hyper- converged Infrastructure," 2018.
M. Foundation, "MariaDB." [Online]. Available: https://mariadb.org/.
S. L. Devi and P. S. Vijayalakshmi, "A Comparative Study: MariaDB Vs MongoDB," Int. J. Sci. Res., 2015.
IBM, "Manual CRISP-DM de IBM SPSS Modeler," 2016.
D. Analyses, "Radar Handbook," Engineering. p. 6.
A. Diehl, "Visualización de datos geoespaciales aplicada a la meteorología," Universidad de Buenos Aires, 2016.
VMWare Inc., "{VMWare} {ESX} {Server}: Platform for virtualizing servers, storage and networking," 2006.
Microsoft, Introducing Windows Azure. 2013.
T. À. I. Khoản and N. Dùng, "Hướng Dẫn Cài Dspace 5.2 Trên Ubuntu 15.04 Và Quản Trị Tài Khoản Người Dùng Dspace. http://dspace-club.blogspot.com/."
Downloads
Published
Issue
Section
License
Assignment of Copyrights
Authors assign Ciencia y Poder Aéreo journal the exclusive rights (reproduction, distribution, public communication, and transformation) to exploit and commercialize their work, in whole or in part, in all the formats and modalities of present or future exploitation, in all languages, throughout the life of the work and throughout the world.
All contents published in Ciencia y Poder Aéreo journal are licensed under a Creative Commons Attribution 4.0 International License, whose complete information is available at http://creativecommons.org/licenses/by/4.0/
Under the terms of this license, users are free to download, print, extract, archive, distribute and publicly communicate the content of articles, provided that proper credit is granted to authors and Ciencia y Poder Aéreo, scientific journal of the Graduate School of the Colombian Air Force. Except when otherwise indicated, this site and its contents are licensed under a Creative Commons Attribution 4.0 International License.
For other uses not considered under this license it is required to contact the Director or the Editor of the journal at the e-mail address cienciaypoderaereo1@gmail.com.
The Graduate School of the Colombian Air Force and this publication are not responsible for the concepts expressed in the articles, including the metadata or the affiliation stated by authors. This is the full responsibility of the authors.
