Evaluación de rendimiento de microservicios en operaciones de cifrado asimétrico de cadenas de texto

El objetivo principal de este trabajo de grado es la comparación entre dos paradigmas de programación: síncrono contra el paradigma asíncrono (reactivo)al realizar una tarea bloqueante de cifrado asimétrico de cadenas de texto. Se utilizaron los módulos del framework Spring web y Spring webflux para...

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Autores:
García Betancourt, Roberto
Tipo de recurso:
Trabajo de grado de pregrado
Fecha de publicación:
2022
Institución:
Fundación Universitaria Konrand Lorenz
Repositorio:
Fundación Universitaria Konrand Lorenz
Idioma:
spa
OAI Identifier:
oai:repositorio.konradlorenz.edu.co:001/5714
Acceso en línea:
https://repositorio.konradlorenz.edu.co/handle/001/5714
Palabra clave:
Programación imperativa
Programación estructurada
Programación concurrente
Microservicios
Sincrónico
Reactivo
Cifrado
Asimétrico
Rights
License
Atribución-NoComercial 4.0 Internacional (CC BY-NC 4.0)
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network_name_str Fundación Universitaria Konrand Lorenz
repository_id_str
dc.title.none.fl_str_mv Evaluación de rendimiento de microservicios en operaciones de cifrado asimétrico de cadenas de texto
title Evaluación de rendimiento de microservicios en operaciones de cifrado asimétrico de cadenas de texto
spellingShingle Evaluación de rendimiento de microservicios en operaciones de cifrado asimétrico de cadenas de texto
Programación imperativa
Programación estructurada
Programación concurrente
Microservicios
Sincrónico
Reactivo
Cifrado
Asimétrico
title_short Evaluación de rendimiento de microservicios en operaciones de cifrado asimétrico de cadenas de texto
title_full Evaluación de rendimiento de microservicios en operaciones de cifrado asimétrico de cadenas de texto
title_fullStr Evaluación de rendimiento de microservicios en operaciones de cifrado asimétrico de cadenas de texto
title_full_unstemmed Evaluación de rendimiento de microservicios en operaciones de cifrado asimétrico de cadenas de texto
title_sort Evaluación de rendimiento de microservicios en operaciones de cifrado asimétrico de cadenas de texto
dc.creator.fl_str_mv García Betancourt, Roberto
dc.contributor.advisor.none.fl_str_mv Rodríguez Portela, Arles Ernesto
dc.contributor.author.none.fl_str_mv García Betancourt, Roberto
dc.contributor.editor.none.fl_str_mv Fundación Universitaria Konrad Lorenz
dc.contributor.researchgroup.none.fl_str_mv Promente-Konrad
dc.subject.classification.none.fl_str_mv Programación imperativa
Programación estructurada
Programación concurrente
topic Programación imperativa
Programación estructurada
Programación concurrente
Microservicios
Sincrónico
Reactivo
Cifrado
Asimétrico
dc.subject.proposal.none.fl_str_mv Microservicios
Sincrónico
Reactivo
Cifrado
Asimétrico
description El objetivo principal de este trabajo de grado es la comparación entre dos paradigmas de programación: síncrono contra el paradigma asíncrono (reactivo)al realizar una tarea bloqueante de cifrado asimétrico de cadenas de texto. Se utilizaron los módulos del framework Spring web y Spring webflux para la creación de dos microservicios, los cuales fueron sometidos a un conjunto de pruebas de carga controladas utilizando la herramienta JMeter. Para el esquema de pruebas ejecutado se encontró un mejor rendimiento del microservicio sincrónico logrando completar la mayor cantidad de peticiones con tiempos de duración de las pruebas cortos. Los resultados de este trabajo, nos permitió ver el comportamiento de los dos paradigmas y se espera que sirva de base para proponer nuevos escenarios de comparación de estos paradigmas utilizados en la industria del desarrollo.
publishDate 2022
dc.date.issued.none.fl_str_mv 2022
dc.date.accessioned.none.fl_str_mv 2024-06-06T15:10:55Z
dc.date.available.none.fl_str_mv 2024-06-06T15:10:55Z
dc.type.none.fl_str_mv Trabajo de grado - Pregrado
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format http://purl.org/coar/resource_type/c_7a1f
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url https://repositorio.konradlorenz.edu.co/handle/001/5714
dc.language.iso.none.fl_str_mv spa
language spa
dc.relation.references.none.fl_str_mv Laigner, R., Kalinowski, M., Diniz, P., (...), Lifschitz, S., Zhou, Y., “Modeling Microservices with DDD”, IEEE International Conference on Software Architecture Companion, 2020, pp. 7-8.
Santana, C. , Andrade, L. , Delicato, FC , Prazeres, C., “Increasing the availability of IoT applications with reactive microservices”, Service Oriented Computing and Applications, 2020.
Goel, D., Nayak, A., “Reactive Microservices in Commodity Resources”, IEEE International Conference on Big Data, 2019, pp. 3658-3665.
Santana, C. , Andrade, L. , Mello, B. , (...), Sampaio, JV , Prazeres, C.,”A reliable architecture based on reactive microservices for IoT applications”,Proceedings of the 25th Brazillian Symposium on Multimedia and the Web, 2019, pp. 15-19
De Santana, CJL , De Mello Alencar, B. , Serafim Prazeres, CV, “Reactive microservices for the internet of things: A case study in Fog Computing”, Proceedings of the ACM Symposium on Applied Computing Part F147772, 2019, pp. 1243-1251.
Rudrabhatla, C. K. (2018). Comparison of event choreography and orchestration techniques in Microservice Architecture. International Journal of Advanced Computer Science and Applications, 9(8), 18–22. https://doi.org/10.14569/ijacsa.2018.090804
Bartocci, E., Ferrère, T., Henzinger, T. A., Nickovic, D., & da Costa, A. O. (2021). Flavours of Sequential Information Flow. http://arxiv.org/abs/2105.02013
Nassar, A. A., & Almagor, S. (2021). Simulation by Rounds of Letter-to-Letter Transducers. 23, 1–18. http://arxiv.org/abs/2105.01512
Li, S., Zhang, H., Jia, Z., Zhong, C., Zhang, C., Shan, Z., Shen, J., & Babar, M. A. (2021). Understanding and addressing quality attributes of microservices architecture: A Systematic literature review. Information and Software Technology, 131(October 2020), 106449. https://doi.org/10.1016/j.infsof.2020.106449
reactivemanifesto, “El manifiesto de sistemas reactivos”, 2014. [Online]. Available: https://www.reactivemanifesto.org/es. [Accessed: May. 09, 2021]
Spring. “Spring boot,” 01 10 2002. [Online]. Available https://spring.io/projects/spring-boot. [Accessed: jul. 07, 2021].
Spring. “Spring Reactive”, [Online]. Available https://spring.io/reactive. [Accessed: jul. 07, 2021].
Apache. “Jmeter”, [Online]. Available https://jmeter.apache.org. [Accessed: jul. 07, 2021].
Docker. “Docker docs”, [Online]. Available https://docs.docker.com [Accessed: Jul. 07, 2021].
Google. “Google cloud”, [Online]. Available https://cloud.google.com/docs?hl=es [Accessed: Jul. 01, 2021].
B. Schwartz. (2015). Practical Scalability Analysis With The Universal Scalability Law [Online]. https://cdn2.hubspot.net/hubfs/498921/eBooks/scalability_new.pdf
gluttony777. (20, Jun 2020). “Difference Between Symmetric and Asymmetric Key Encryption”. [Online]. Available https://www.geeksforgeeks.org/difference-between-symmetric-and-asymmetric-key-encryption/. [Accessed: Jul 01, 2021].
A. Shvets. Sumérgete en los patrones de diseño. Refactoring.Guru. 2019
Sunardi, A., & Suharjito. (2019). MVC architecture: A comparative study between laravel framework and slim framework in freelancer project monitoring system web based. Procedia Computer Science, 157, 134–141. https://doi.org/10.1016/j.procs.2019.08.150
Github. (2021, October). The State of the Octoverse | The State of the Octoverse explores a year of change with new deep dives into writing code faster, creating documentation and how we build sustainable communities on GitHub. https://octoverse.github.com/#top-languages-over-the-years
GitHub - google/guava: Google core libraries for Java. (n.d.). Retrieved April 6, 2022, from https://github.com/google/guava
Project Lombok. (n.d.). Retrieved April 6, 2022, from https://projectlombok.org/
Codec – Home. (n.d.). Retrieved April 6, 2022, from https://commons.apache.org/proper/commons-codec/
Gradle User Manual. (n.d.). Retrieved April 6, 2022, from https://docs.gradle.org/current/userguide/userguide.html
OpenSSL. (n.d.). Retrieved April 6, 2022, from https://www.openssl.org/
Apache JMeter - Apache JMeterTM. (n.d.). Retrieved April 6, 2022, from https://jmeter.apache.org/
Java Cryptography Architecture Oracle Providers Documentation. (n.d.). Retrieved April 29, 2022, from https://docs.oracle.com/javase/7/docs/technotes/guides/security/SunProviders.html
Pérez, L. J., & Salvachúa, J. (2021). An approach to build e-health iot reactive multi-services based on technologies around cloud computing for elderly care in smart city homes. Applied Sciences (Switzerland), 11(11). https://doi.org/10.3390/app11115172
Debski, A., Szczepanik, B., Malawski, M., Spahr, S., & Muthig, D. (2018). A scalable, reactive architecture for cloud applications. IEEE Software, 35(2), 62–71. https://doi.org/10.1109/MS.2017.265095722
Mockito. (n.d.). Retrieved Junio 8, 2022, from https://site.mockito.org/
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spelling Atribución-NoComercial 4.0 Internacional (CC BY-NC 4.0)d.c rights --- Atribucion - Nocomercial - Sinderivar: permite que otros puedan descargar las obras y compartirlas con otras personas, siempre que se reconozca su autoría, pero no se pueden cambiar de ninguna manera ni se pueden utilizar comercialmentehttps://creativecommons.org/licenses/by-nc/4.0/http://purl.org/coar/access_right/c_14cbRodríguez Portela, Arles ErnestoGarcía Betancourt, RobertoFundación Universitaria Konrad LorenzPromente-Konrad2024-06-06T15:10:55Z2024-06-06T15:10:55Z2022https://repositorio.konradlorenz.edu.co/handle/001/5714El objetivo principal de este trabajo de grado es la comparación entre dos paradigmas de programación: síncrono contra el paradigma asíncrono (reactivo)al realizar una tarea bloqueante de cifrado asimétrico de cadenas de texto. Se utilizaron los módulos del framework Spring web y Spring webflux para la creación de dos microservicios, los cuales fueron sometidos a un conjunto de pruebas de carga controladas utilizando la herramienta JMeter. Para el esquema de pruebas ejecutado se encontró un mejor rendimiento del microservicio sincrónico logrando completar la mayor cantidad de peticiones con tiempos de duración de las pruebas cortos. Los resultados de este trabajo, nos permitió ver el comportamiento de los dos paradigmas y se espera que sirva de base para proponer nuevos escenarios de comparación de estos paradigmas utilizados en la industria del desarrollo.The main objective of this degree work is the comparison between two programing paradigms: synchronous against the asynchronous (reactive) paradigm when performing a blocking task such as asymmetric encryption of text strings. The modules of the Spring web and Spring webflux framework were used to create two microservices, which are subjected to a set of load controlled tests to be carried out using the JMeter tool. In terms of the executed test time scheme, a better performance of the synchronous microservice was found, managing to complete the largest number of requests with the duration of some short tests. This information allowed us to see the behavior of the two paradigms and it is hoped to be a baseline to propose new benchmark scenarios of these paradigms used in the development industry.Ingeniero(a) de SistemasPregradoDesarrollo y arquitectura de software42 páginas: tablas ; figurasapplication/pdfspaBogotá D.C. : Fundación Universitaria Konrad Lorenz, 2022Facultad de Matemáticas e IngenieríasIngeniería de SistemasColombiaProgramación imperativaProgramación estructuradaProgramación concurrenteMicroserviciosSincrónicoReactivoCifradoAsimétricoEvaluación de rendimiento de microservicios en operaciones de cifrado asimétrico de cadenas de textoTrabajo de grado - Pregradohttp://purl.org/coar/resource_type/c_7a1finfo:eu-repo/semantics/bachelorThesisTextLaigner, R., Kalinowski, M., Diniz, P., (...), Lifschitz, S., Zhou, Y., “Modeling Microservices with DDD”, IEEE International Conference on Software Architecture Companion, 2020, pp. 7-8.Santana, C. , Andrade, L. , Delicato, FC , Prazeres, C., “Increasing the availability of IoT applications with reactive microservices”, Service Oriented Computing and Applications, 2020.Goel, D., Nayak, A., “Reactive Microservices in Commodity Resources”, IEEE International Conference on Big Data, 2019, pp. 3658-3665.Santana, C. , Andrade, L. , Mello, B. , (...), Sampaio, JV , Prazeres, C.,”A reliable architecture based on reactive microservices for IoT applications”,Proceedings of the 25th Brazillian Symposium on Multimedia and the Web, 2019, pp. 15-19De Santana, CJL , De Mello Alencar, B. , Serafim Prazeres, CV, “Reactive microservices for the internet of things: A case study in Fog Computing”, Proceedings of the ACM Symposium on Applied Computing Part F147772, 2019, pp. 1243-1251.Rudrabhatla, C. K. (2018). Comparison of event choreography and orchestration techniques in Microservice Architecture. International Journal of Advanced Computer Science and Applications, 9(8), 18–22. https://doi.org/10.14569/ijacsa.2018.090804Bartocci, E., Ferrère, T., Henzinger, T. A., Nickovic, D., & da Costa, A. O. (2021). Flavours of Sequential Information Flow. http://arxiv.org/abs/2105.02013Nassar, A. A., & Almagor, S. (2021). Simulation by Rounds of Letter-to-Letter Transducers. 23, 1–18. http://arxiv.org/abs/2105.01512Li, S., Zhang, H., Jia, Z., Zhong, C., Zhang, C., Shan, Z., Shen, J., & Babar, M. A. (2021). Understanding and addressing quality attributes of microservices architecture: A Systematic literature review. Information and Software Technology, 131(October 2020), 106449. https://doi.org/10.1016/j.infsof.2020.106449reactivemanifesto, “El manifiesto de sistemas reactivos”, 2014. [Online]. Available: https://www.reactivemanifesto.org/es. [Accessed: May. 09, 2021]Spring. “Spring boot,” 01 10 2002. [Online]. Available https://spring.io/projects/spring-boot. [Accessed: jul. 07, 2021].Spring. “Spring Reactive”, [Online]. Available https://spring.io/reactive. [Accessed: jul. 07, 2021].Apache. “Jmeter”, [Online]. Available https://jmeter.apache.org. [Accessed: jul. 07, 2021].Docker. “Docker docs”, [Online]. Available https://docs.docker.com [Accessed: Jul. 07, 2021].Google. “Google cloud”, [Online]. Available https://cloud.google.com/docs?hl=es [Accessed: Jul. 01, 2021].B. Schwartz. (2015). Practical Scalability Analysis With The Universal Scalability Law [Online]. https://cdn2.hubspot.net/hubfs/498921/eBooks/scalability_new.pdfgluttony777. (20, Jun 2020). “Difference Between Symmetric and Asymmetric Key Encryption”. [Online]. Available https://www.geeksforgeeks.org/difference-between-symmetric-and-asymmetric-key-encryption/. [Accessed: Jul 01, 2021].A. Shvets. Sumérgete en los patrones de diseño. Refactoring.Guru. 2019Sunardi, A., & Suharjito. (2019). MVC architecture: A comparative study between laravel framework and slim framework in freelancer project monitoring system web based. Procedia Computer Science, 157, 134–141. https://doi.org/10.1016/j.procs.2019.08.150Github. (2021, October). The State of the Octoverse | The State of the Octoverse explores a year of change with new deep dives into writing code faster, creating documentation and how we build sustainable communities on GitHub. https://octoverse.github.com/#top-languages-over-the-yearsGitHub - google/guava: Google core libraries for Java. (n.d.). Retrieved April 6, 2022, from https://github.com/google/guavaProject Lombok. (n.d.). Retrieved April 6, 2022, from https://projectlombok.org/Codec – Home. (n.d.). Retrieved April 6, 2022, from https://commons.apache.org/proper/commons-codec/Gradle User Manual. (n.d.). Retrieved April 6, 2022, from https://docs.gradle.org/current/userguide/userguide.htmlOpenSSL. (n.d.). Retrieved April 6, 2022, from https://www.openssl.org/Apache JMeter - Apache JMeterTM. (n.d.). Retrieved April 6, 2022, from https://jmeter.apache.org/Java Cryptography Architecture Oracle Providers Documentation. (n.d.). Retrieved April 29, 2022, from https://docs.oracle.com/javase/7/docs/technotes/guides/security/SunProviders.htmlPérez, L. J., & Salvachúa, J. (2021). An approach to build e-health iot reactive multi-services based on technologies around cloud computing for elderly care in smart city homes. Applied Sciences (Switzerland), 11(11). https://doi.org/10.3390/app11115172Debski, A., Szczepanik, B., Malawski, M., Spahr, S., & Muthig, D. (2018). A scalable, reactive architecture for cloud applications. IEEE Software, 35(2), 62–71. https://doi.org/10.1109/MS.2017.265095722Mockito. (n.d.). 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