Performance analysis between Apache Kafka and RabbitMQ.
Autor(a) principal: | |
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Data de Publicação: | 2020 |
Tipo de documento: | Trabalho de conclusão de curso |
Idioma: | eng |
Título da fonte: | Biblioteca Digital de Teses e Dissertações da UFCG |
Texto Completo: | http://dspace.sti.ufcg.edu.br:8080/jspui/handle/riufcg/20339 |
Resumo: | This paper aims to compare two of the most used publish/subscribe systems: Apache Kafka and RabbitMQ. Publish/Subscribe (pub/sub) is a pattern that is used to enable asynchronous communication between different applications, it usually is implemented in the form of a message queue that holds the content sent by producers and delivers it to consumers. With Apache Kafka and RabbitMQ being the most common pub/sub platforms, each one having its characteristics, the question of how to properly compare them and how to choose the best fit for a specific application always comes up to mind. To answer this question, we define the core functionalities of pub/sub systems and compare how each platform implements it, as well as present the results of a benchmark to measure quantitative metrics and point out distinct aspects of each one. In the end, we list the main use cases for publish/subscribe systems and which tool is best suited based on all results previously obtained. |
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Performance analysis between Apache Kafka and RabbitMQ.Análise de desempenho entre Apache Kafka e RabbitMQ.Distributed systemsApache KafkaRabbitMQPublish/subscribe platformsSistemas distribuídosPublique/assine plataformasSistemas distribuidosPlataformas de publicación/suscripciónSystèmes distribuésLapinMQPlateformes de publication/abonnementCiência da ComputaçãoThis paper aims to compare two of the most used publish/subscribe systems: Apache Kafka and RabbitMQ. Publish/Subscribe (pub/sub) is a pattern that is used to enable asynchronous communication between different applications, it usually is implemented in the form of a message queue that holds the content sent by producers and delivers it to consumers. With Apache Kafka and RabbitMQ being the most common pub/sub platforms, each one having its characteristics, the question of how to properly compare them and how to choose the best fit for a specific application always comes up to mind. To answer this question, we define the core functionalities of pub/sub systems and compare how each platform implements it, as well as present the results of a benchmark to measure quantitative metrics and point out distinct aspects of each one. In the end, we list the main use cases for publish/subscribe systems and which tool is best suited based on all results previously obtained.Universidade Federal de Campina GrandeBrasilCentro de Engenharia Elétrica e Informática - CEEIUFCGSILVA, Thiago Emmanuel Pereira da Cunha.BRASILEIRO, Francisco Vilar.MASSONI, Tiago Lima.SOUZA, Ronan de Araújo.20202021-08-02T21:40:39Z2021-07-282021-08-02T21:40:39Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/bachelorThesishttp://dspace.sti.ufcg.edu.br:8080/jspui/handle/riufcg/20339SOUZA, R. de A. Performance analysis between Apache Kafka and RabbitMQ. 2020. 11 f. (Trabalho de Conclusão de Curso - Artigo) – Curso de Bacharelado em Ciência da Computação, Centro de Engenharia Elétrica e Informática, Universidade Federal de Campina Grande, Paraíba, Brasil, 2020. Dsiponível em: http://dspace.sti.ufcg.edu.br:8080/jspui/handle/riufcg/20339enginfo:eu-repo/semantics/openAccessreponame:Biblioteca Digital de Teses e Dissertações da UFCGinstname:Universidade Federal de Campina Grande (UFCG)instacron:UFCG2021-08-04T17:07:41Zoai:localhost:riufcg/20339Biblioteca Digital de Teses e Dissertaçõeshttp://bdtd.ufcg.edu.br/PUBhttp://dspace.sti.ufcg.edu.br:8080/oai/requestbdtd@setor.ufcg.edu.br || bdtd@setor.ufcg.edu.bropendoar:48512021-08-04T17:07:41Biblioteca Digital de Teses e Dissertações da UFCG - Universidade Federal de Campina Grande (UFCG)false |
dc.title.none.fl_str_mv |
Performance analysis between Apache Kafka and RabbitMQ. Análise de desempenho entre Apache Kafka e RabbitMQ. |
title |
Performance analysis between Apache Kafka and RabbitMQ. |
spellingShingle |
Performance analysis between Apache Kafka and RabbitMQ. SOUZA, Ronan de Araújo. Distributed systems Apache Kafka RabbitMQ Publish/subscribe platforms Sistemas distribuídos Publique/assine plataformas Sistemas distribuidos Plataformas de publicación/suscripción Systèmes distribués LapinMQ Plateformes de publication/abonnement Ciência da Computação |
title_short |
Performance analysis between Apache Kafka and RabbitMQ. |
title_full |
Performance analysis between Apache Kafka and RabbitMQ. |
title_fullStr |
Performance analysis between Apache Kafka and RabbitMQ. |
title_full_unstemmed |
Performance analysis between Apache Kafka and RabbitMQ. |
title_sort |
Performance analysis between Apache Kafka and RabbitMQ. |
author |
SOUZA, Ronan de Araújo. |
author_facet |
SOUZA, Ronan de Araújo. |
author_role |
author |
dc.contributor.none.fl_str_mv |
SILVA, Thiago Emmanuel Pereira da Cunha. BRASILEIRO, Francisco Vilar. MASSONI, Tiago Lima. |
dc.contributor.author.fl_str_mv |
SOUZA, Ronan de Araújo. |
dc.subject.por.fl_str_mv |
Distributed systems Apache Kafka RabbitMQ Publish/subscribe platforms Sistemas distribuídos Publique/assine plataformas Sistemas distribuidos Plataformas de publicación/suscripción Systèmes distribués LapinMQ Plateformes de publication/abonnement Ciência da Computação |
topic |
Distributed systems Apache Kafka RabbitMQ Publish/subscribe platforms Sistemas distribuídos Publique/assine plataformas Sistemas distribuidos Plataformas de publicación/suscripción Systèmes distribués LapinMQ Plateformes de publication/abonnement Ciência da Computação |
description |
This paper aims to compare two of the most used publish/subscribe systems: Apache Kafka and RabbitMQ. Publish/Subscribe (pub/sub) is a pattern that is used to enable asynchronous communication between different applications, it usually is implemented in the form of a message queue that holds the content sent by producers and delivers it to consumers. With Apache Kafka and RabbitMQ being the most common pub/sub platforms, each one having its characteristics, the question of how to properly compare them and how to choose the best fit for a specific application always comes up to mind. To answer this question, we define the core functionalities of pub/sub systems and compare how each platform implements it, as well as present the results of a benchmark to measure quantitative metrics and point out distinct aspects of each one. In the end, we list the main use cases for publish/subscribe systems and which tool is best suited based on all results previously obtained. |
publishDate |
2020 |
dc.date.none.fl_str_mv |
2020 2021-08-02T21:40:39Z 2021-07-28 2021-08-02T21:40:39Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/bachelorThesis |
format |
bachelorThesis |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://dspace.sti.ufcg.edu.br:8080/jspui/handle/riufcg/20339 SOUZA, R. de A. Performance analysis between Apache Kafka and RabbitMQ. 2020. 11 f. (Trabalho de Conclusão de Curso - Artigo) – Curso de Bacharelado em Ciência da Computação, Centro de Engenharia Elétrica e Informática, Universidade Federal de Campina Grande, Paraíba, Brasil, 2020. Dsiponível em: http://dspace.sti.ufcg.edu.br:8080/jspui/handle/riufcg/20339 |
url |
http://dspace.sti.ufcg.edu.br:8080/jspui/handle/riufcg/20339 |
identifier_str_mv |
SOUZA, R. de A. Performance analysis between Apache Kafka and RabbitMQ. 2020. 11 f. (Trabalho de Conclusão de Curso - Artigo) – Curso de Bacharelado em Ciência da Computação, Centro de Engenharia Elétrica e Informática, Universidade Federal de Campina Grande, Paraíba, Brasil, 2020. Dsiponível em: http://dspace.sti.ufcg.edu.br:8080/jspui/handle/riufcg/20339 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.publisher.none.fl_str_mv |
Universidade Federal de Campina Grande Brasil Centro de Engenharia Elétrica e Informática - CEEI UFCG |
publisher.none.fl_str_mv |
Universidade Federal de Campina Grande Brasil Centro de Engenharia Elétrica e Informática - CEEI UFCG |
dc.source.none.fl_str_mv |
reponame:Biblioteca Digital de Teses e Dissertações da UFCG instname:Universidade Federal de Campina Grande (UFCG) instacron:UFCG |
instname_str |
Universidade Federal de Campina Grande (UFCG) |
instacron_str |
UFCG |
institution |
UFCG |
reponame_str |
Biblioteca Digital de Teses e Dissertações da UFCG |
collection |
Biblioteca Digital de Teses e Dissertações da UFCG |
repository.name.fl_str_mv |
Biblioteca Digital de Teses e Dissertações da UFCG - Universidade Federal de Campina Grande (UFCG) |
repository.mail.fl_str_mv |
bdtd@setor.ufcg.edu.br || bdtd@setor.ufcg.edu.br |
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1809744502542303232 |