Exploratory Modeling of Software Performance on Message-Oriented Middleware
Performance is an important quality attribute in a software system. Software Performance Engineering comprises analysis, design, construction, measurement and validation concerning performance requirements during software development processes. Performance in software systems using message-based com...
- Autores:
- Tipo de recurso:
- Fecha de publicación:
- 2020
- Institución:
- Universidad Pedagógica y Tecnológica de Colombia
- Repositorio:
- RiUPTC: Repositorio Institucional UPTC
- Idioma:
- spa
- OAI Identifier:
- oai:repositorio.uptc.edu.co:001/14293
- Acceso en línea:
- https://revistas.uptc.edu.co/index.php/ingenieria/article/view/11764
https://repositorio.uptc.edu.co/handle/001/14293
- Palabra clave:
- message-oriented middleware
Palladio Component Model
software modeling and simulation
software performance
software performance engineering
software reliability
confiabilidad del software
ingeniería de rendimiento de software
middleware orientado a mensajes
modelado y simulación de software
Palladio Component Model
rendimiento del software
- Rights
- License
- http://purl.org/coar/access_right/c_abf300
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| dc.title.en-US.fl_str_mv |
Exploratory Modeling of Software Performance on Message-Oriented Middleware |
| dc.title.es-ES.fl_str_mv |
Modelado exploratorio del rendimiento y la confiabilidad de software sobre middleware orientado a mensajes |
| title |
Exploratory Modeling of Software Performance on Message-Oriented Middleware |
| spellingShingle |
Exploratory Modeling of Software Performance on Message-Oriented Middleware message-oriented middleware Palladio Component Model software modeling and simulation software performance software performance engineering software reliability confiabilidad del software ingeniería de rendimiento de software middleware orientado a mensajes modelado y simulación de software Palladio Component Model rendimiento del software |
| title_short |
Exploratory Modeling of Software Performance on Message-Oriented Middleware |
| title_full |
Exploratory Modeling of Software Performance on Message-Oriented Middleware |
| title_fullStr |
Exploratory Modeling of Software Performance on Message-Oriented Middleware |
| title_full_unstemmed |
Exploratory Modeling of Software Performance on Message-Oriented Middleware |
| title_sort |
Exploratory Modeling of Software Performance on Message-Oriented Middleware |
| dc.subject.en-US.fl_str_mv |
message-oriented middleware Palladio Component Model software modeling and simulation software performance software performance engineering software reliability |
| topic |
message-oriented middleware Palladio Component Model software modeling and simulation software performance software performance engineering software reliability confiabilidad del software ingeniería de rendimiento de software middleware orientado a mensajes modelado y simulación de software Palladio Component Model rendimiento del software |
| dc.subject.es-ES.fl_str_mv |
confiabilidad del software ingeniería de rendimiento de software middleware orientado a mensajes modelado y simulación de software Palladio Component Model rendimiento del software |
| description |
Performance is an important quality attribute in a software system. Software Performance Engineering comprises analysis, design, construction, measurement and validation concerning performance requirements during software development processes. Performance in software systems using message-based communication depends mostly on the Message-Oriented Middleware (MOM). Software architects need to consider MOM’s organization, configuration and usage details to get meaningful predictions about the behavior of a software system that uses such platform. When including MOM in software architecture, it is required to foresee the impact of messaging and its underlying infrastructure. Software architects may omit the MOM influence, which could lead to wrong predictions. In this article, we explore MOM’s influence through the Palladio Component Model – PCM, a component-based modeling and simulation approach. An application previously modeled with PCM was adapted to include message-oriented communication. Simulations over the model, systematic measurements, and load testing on the adapted application were performed, in order to determine how the changes in the model influenced the prediction of the application’s behavior on performance and reliability. A bottleneck that impacts performance and reliability of the original system was identified. Introducing MOM improved the system’s reliability but harmed its performance. Component-based performance simulation revealed significant differences with measurements obtained during the load testing experiments. |
| publishDate |
2020 |
| dc.date.accessioned.none.fl_str_mv |
2024-07-05T19:11:56Z |
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2024-07-05T19:11:56Z |
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2020-09-18 |
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info:eu-repo/semantics/article |
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http://purl.org/coar/resource_type/c_2df8fbb1 |
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http://purl.org/coar/version/c_970fb48d4fbd8a85 |
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info:eu-repo/semantics/publishedVersion |
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http://purl.org/coar/version/c_970fb48d4fbd8a383 |
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publishedVersion |
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https://revistas.uptc.edu.co/index.php/ingenieria/article/view/11764 10.19053/01211129.v29.n54.2020.11764 |
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https://repositorio.uptc.edu.co/handle/001/14293 |
| url |
https://revistas.uptc.edu.co/index.php/ingenieria/article/view/11764 https://repositorio.uptc.edu.co/handle/001/14293 |
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10.19053/01211129.v29.n54.2020.11764 |
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spa |
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spa |
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spa |
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https://revistas.uptc.edu.co/index.php/ingenieria/article/view/11764/9629 https://revistas.uptc.edu.co/index.php/ingenieria/article/view/11764/10017 |
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http://purl.org/coar/access_right/c_abf2 |
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http://purl.org/coar/access_right/c_abf300 |
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http://purl.org/coar/access_right/c_abf300 http://purl.org/coar/access_right/c_abf2 |
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application/pdf application/xml |
| dc.publisher.en-US.fl_str_mv |
Universidad Pedagógica y Tecnológica de Colombia |
| dc.source.en-US.fl_str_mv |
Revista Facultad de Ingeniería; Vol. 29 No. 54 (2020): Continuos Publication; e11764 |
| dc.source.es-ES.fl_str_mv |
Revista Facultad de Ingeniería; Vol. 29 Núm. 54 (2020): Publicación Continua; e11764 |
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2357-5328 0121-1129 |
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Universidad Pedagógica y Tecnológica de Colombia |
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Repositorio Institucional UPTC |
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repositorio.uptc@uptc.edu.co |
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2020-09-182024-07-05T19:11:56Z2024-07-05T19:11:56Zhttps://revistas.uptc.edu.co/index.php/ingenieria/article/view/1176410.19053/01211129.v29.n54.2020.11764https://repositorio.uptc.edu.co/handle/001/14293Performance is an important quality attribute in a software system. Software Performance Engineering comprises analysis, design, construction, measurement and validation concerning performance requirements during software development processes. Performance in software systems using message-based communication depends mostly on the Message-Oriented Middleware (MOM). Software architects need to consider MOM’s organization, configuration and usage details to get meaningful predictions about the behavior of a software system that uses such platform. When including MOM in software architecture, it is required to foresee the impact of messaging and its underlying infrastructure. Software architects may omit the MOM influence, which could lead to wrong predictions. In this article, we explore MOM’s influence through the Palladio Component Model – PCM, a component-based modeling and simulation approach. An application previously modeled with PCM was adapted to include message-oriented communication. Simulations over the model, systematic measurements, and load testing on the adapted application were performed, in order to determine how the changes in the model influenced the prediction of the application’s behavior on performance and reliability. A bottleneck that impacts performance and reliability of the original system was identified. Introducing MOM improved the system’s reliability but harmed its performance. Component-based performance simulation revealed significant differences with measurements obtained during the load testing experiments.El rendimiento es un importante atributo de calidad de un sistema de software. La Ingeniería de rendimiento del software comprende las actividades de análisis, diseño, construcción, medición y validación, que atienden los requerimientos de rendimiento a lo largo del proceso de desarrollo de software. En los sistemas de software que utilizan comunicación basada en mensajes, el rendimiento depende en gran medida del middleware orientado a mensajes (Message-Oriented Middleware – MOM). Los arquitectos de software necesitan considerar su organización, configuración y uso para predecir el comportamiento de un sistema que use tal plataforma. La inclusión de un MOM en una arquitectura de software requiere conocer el impacto de la mensajería y de la infraestructura utilizada. Omitir la influencia del MOM llevaría a la generación de predicciones erróneas. En este artículo se explora tal influencia, mediante el modelado y la simulación basados en componentes, utilizando el enfoque Palladio Component Model – PCM. En particular, una aplicación modelada en PCM fue adaptada para incluir comunicación basada en mensajes. Las simulaciones sobre el modelo, mediciones sistemáticas y pruebas de carga sobre la aplicación permitieron determinar cómo cambios introducidos en el modelo influyen en las predicciones del comportamiento de la aplicación en cuanto a rendimiento y confiabilidad. Fue posible identificar un cuello de botella que impacta negativamente el rendimiento y la confiabilidad del sistema original. La introducción de MOM mejoró la confiabilidad del sistema, a expensas del rendimiento. La simulación del rendimiento basado en componentes reveló diferencias significativas respecto de los experimentos basados en pruebas de carga y mediciones.application/pdfapplication/xmlspaspaUniversidad Pedagógica y Tecnológica de Colombiahttps://revistas.uptc.edu.co/index.php/ingenieria/article/view/11764/9629https://revistas.uptc.edu.co/index.php/ingenieria/article/view/11764/10017Copyright (c) 2020 Martín Flores-González, M.Sc., Ignacio Trejos-Zelaya, M.Sc., César Garita, Ph. D.http://purl.org/coar/access_right/c_abf300http://purl.org/coar/access_right/c_abf2Revista Facultad de Ingeniería; Vol. 29 No. 54 (2020): Continuos Publication; e11764Revista Facultad de Ingeniería; Vol. 29 Núm. 54 (2020): Publicación Continua; e117642357-53280121-1129message-oriented middlewarePalladio Component Modelsoftware modeling and simulationsoftware performancesoftware performance engineeringsoftware reliabilityconfiabilidad del softwareingeniería de rendimiento de softwaremiddleware orientado a mensajesmodelado y simulación de softwarePalladio Component Modelrendimiento del softwareExploratory Modeling of Software Performance on Message-Oriented MiddlewareModelado exploratorio del rendimiento y la confiabilidad de software sobre middleware orientado a mensajesinfo:eu-repo/semantics/articlehttp://purl.org/coar/resource_type/c_2df8fbb1info:eu-repo/semantics/publishedVersionhttp://purl.org/coar/version/c_970fb48d4fbd8a383http://purl.org/coar/version/c_970fb48d4fbd8a85Flores-González, MartínTrejos-Zelaya, IgnacioGarita, César001/14293oai:repositorio.uptc.edu.co:001/142932025-07-18 11:53:44.379metadata.onlyhttps://repositorio.uptc.edu.coRepositorio Institucional UPTCrepositorio.uptc@uptc.edu.co |