Which NoSQL Database? A Performance Overview

Detalhes bibliográficos
Autor(a) principal: Abramova, Veronika
Data de Publicação: 2014
Outros Autores: Bernardino, Jorge, Furtado, Pedro
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10316/27748
Resumo: NoSQL data stores are widely used to store and retrieve possibly large amounts of data, typically in a key-value format. There are many NoSQL types with different performances, and thus it is important to compare them in terms of performance and verify how the performance is related to the database type. In this paper, we evaluate five most popular NoSQL databases: Cassandra, HBase, MongoDB, OrientDB and Redis. We compare those databases in terms of query performance, based on reads and updates, taking into consideration the typical workloads, as represented by the Yahoo! Cloud Serving Benchmark. This comparison allows users to choose the most appropriate database according to the specific mechanisms and application needs.
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spelling Which NoSQL Database? A Performance OverviewNoSQL databasesPerformance evaluationExecution timeBenchmarkYCSBNoSQL data stores are widely used to store and retrieve possibly large amounts of data, typically in a key-value format. There are many NoSQL types with different performances, and thus it is important to compare them in terms of performance and verify how the performance is related to the database type. In this paper, we evaluate five most popular NoSQL databases: Cassandra, HBase, MongoDB, OrientDB and Redis. We compare those databases in terms of query performance, based on reads and updates, taking into consideration the typical workloads, as represented by the Yahoo! Cloud Serving Benchmark. This comparison allows users to choose the most appropriate database according to the specific mechanisms and application needs.RonPub2014info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://hdl.handle.net/10316/27748http://hdl.handle.net/10316/27748engABRAMOVA, Veronika; BERNARDINO, Jorge; FURTADO, Pedro - Which NoSQL Database? A Performance Overview. "Open Journal of Databases". ISSN 2199-3459. Vol. 1 Nº. 2 (2014) p. 17-242199-3459Abramova, VeronikaBernardino, JorgeFurtado, Pedroinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2020-05-25T12:06:07Zoai:estudogeral.uc.pt:10316/27748Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T20:53:16.041386Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Which NoSQL Database? A Performance Overview
title Which NoSQL Database? A Performance Overview
spellingShingle Which NoSQL Database? A Performance Overview
Abramova, Veronika
NoSQL databases
Performance evaluation
Execution time
Benchmark
YCSB
title_short Which NoSQL Database? A Performance Overview
title_full Which NoSQL Database? A Performance Overview
title_fullStr Which NoSQL Database? A Performance Overview
title_full_unstemmed Which NoSQL Database? A Performance Overview
title_sort Which NoSQL Database? A Performance Overview
author Abramova, Veronika
author_facet Abramova, Veronika
Bernardino, Jorge
Furtado, Pedro
author_role author
author2 Bernardino, Jorge
Furtado, Pedro
author2_role author
author
dc.contributor.author.fl_str_mv Abramova, Veronika
Bernardino, Jorge
Furtado, Pedro
dc.subject.por.fl_str_mv NoSQL databases
Performance evaluation
Execution time
Benchmark
YCSB
topic NoSQL databases
Performance evaluation
Execution time
Benchmark
YCSB
description NoSQL data stores are widely used to store and retrieve possibly large amounts of data, typically in a key-value format. There are many NoSQL types with different performances, and thus it is important to compare them in terms of performance and verify how the performance is related to the database type. In this paper, we evaluate five most popular NoSQL databases: Cassandra, HBase, MongoDB, OrientDB and Redis. We compare those databases in terms of query performance, based on reads and updates, taking into consideration the typical workloads, as represented by the Yahoo! Cloud Serving Benchmark. This comparison allows users to choose the most appropriate database according to the specific mechanisms and application needs.
publishDate 2014
dc.date.none.fl_str_mv 2014
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10316/27748
http://hdl.handle.net/10316/27748
url http://hdl.handle.net/10316/27748
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv ABRAMOVA, Veronika; BERNARDINO, Jorge; FURTADO, Pedro - Which NoSQL Database? A Performance Overview. "Open Journal of Databases". ISSN 2199-3459. Vol. 1 Nº. 2 (2014) p. 17-24
2199-3459
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv RonPub
publisher.none.fl_str_mv RonPub
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
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collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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