A discussion on the design of graph database benchmarks

Graph Database Management systems (GDBs) are gaining popularity. They are used to analyze huge graph datasets that are naturally appearing in many application areas to model interrelated data. The objective of this paper is to raise a new topic of discussion in the benchmarking community and allow p...

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Detalles Bibliográficos
Autores: Domínguez Sal, David, Martínez Bazán, Norbert, Muntés Mulero, Víctor, Baleta Ferrer, Pedro, Larriba Pey, Josep|||0000-0002-7070-9256
Tipo de recurso: artículo
Fecha de publicación:2011
País:España
Institución:Universitat Politècnica de Catalunya (UPC)
Repositorio:UPCommons. Portal del coneixement obert de la UPC
Idioma:inglés
OAI Identifier:oai:upcommons.upc.edu:2117/24027
Acceso en línea:https://hdl.handle.net/2117/24027
https://dx.doi.org/10.1007/978-3-642-18206-8
Access Level:acceso abierto
Palabra clave:Graph theory
Database management
Grafs, Teoria de
Bases de dades -- Gestió
Àrees temàtiques de la UPC::Informàtica::Sistemes d'informació::Bases de dades
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oai_identifier_str oai:upcommons.upc.edu:2117/24027
network_acronym_str ES
network_name_str España
repository_id_str
spelling A discussion on the design of graph database benchmarksDomínguez Sal, DavidMartínez Bazán, NorbertMuntés Mulero, VíctorBaleta Ferrer, PedroLarriba Pey, Josep|||0000-0002-7070-9256Graph theoryDatabase managementGrafs, Teoria deBases de dades -- GestióÀrees temàtiques de la UPC::Informàtica::Sistemes d'informació::Bases de dadesGraph Database Management systems (GDBs) are gaining popularity. They are used to analyze huge graph datasets that are naturally appearing in many application areas to model interrelated data. The objective of this paper is to raise a new topic of discussion in the benchmarking community and allow practitioners having a set of basic guidelines for GDB benchmarking. We strongly believe that GDBs will become an important player in the market field of data analysis, and with that, their performance and capabilities will also become important. For this reason, we discuss those aspects that are important from our perspective, i.e. the characteristics of the graphs to be included in the benchmark, the characteristics of the queries that are important in graph analysis applications and the evaluation workbench.20112011-01-0120142014-09-10journal articlehttp://purl.org/coar/resource_type/c_6501AMhttp://purl.org/coar/version/c_ab4af688f83e57aainfo:eu-repo/semantics/articleapplication/pdfhttps://hdl.handle.net/2117/24027https://dx.doi.org/10.1007/978-3-642-18206-8reponame:UPCommons. Portal del coneixement obert de la UPCinstname:Universitat Politècnica de Catalunya (UPC)Inglésengopen accesshttp://purl.org/coar/access_right/c_abf2info:eu-repo/semantics/openAccessoai:upcommons.upc.edu:2117/240272026-05-27T15:37:01Z
dc.title.none.fl_str_mv A discussion on the design of graph database benchmarks
title A discussion on the design of graph database benchmarks
spellingShingle A discussion on the design of graph database benchmarks
Domínguez Sal, David
Graph theory
Database management
Grafs, Teoria de
Bases de dades -- Gestió
Àrees temàtiques de la UPC::Informàtica::Sistemes d'informació::Bases de dades
title_short A discussion on the design of graph database benchmarks
title_full A discussion on the design of graph database benchmarks
title_fullStr A discussion on the design of graph database benchmarks
title_full_unstemmed A discussion on the design of graph database benchmarks
title_sort A discussion on the design of graph database benchmarks
dc.creator.none.fl_str_mv Domínguez Sal, David
Martínez Bazán, Norbert
Muntés Mulero, Víctor
Baleta Ferrer, Pedro
Larriba Pey, Josep|||0000-0002-7070-9256
author Domínguez Sal, David
author_facet Domínguez Sal, David
Martínez Bazán, Norbert
Muntés Mulero, Víctor
Baleta Ferrer, Pedro
Larriba Pey, Josep|||0000-0002-7070-9256
author_role author
author2 Martínez Bazán, Norbert
Muntés Mulero, Víctor
Baleta Ferrer, Pedro
Larriba Pey, Josep|||0000-0002-7070-9256
author2_role author
author
author
author
dc.subject.none.fl_str_mv Graph theory
Database management
Grafs, Teoria de
Bases de dades -- Gestió
Àrees temàtiques de la UPC::Informàtica::Sistemes d'informació::Bases de dades
topic Graph theory
Database management
Grafs, Teoria de
Bases de dades -- Gestió
Àrees temàtiques de la UPC::Informàtica::Sistemes d'informació::Bases de dades
description Graph Database Management systems (GDBs) are gaining popularity. They are used to analyze huge graph datasets that are naturally appearing in many application areas to model interrelated data. The objective of this paper is to raise a new topic of discussion in the benchmarking community and allow practitioners having a set of basic guidelines for GDB benchmarking. We strongly believe that GDBs will become an important player in the market field of data analysis, and with that, their performance and capabilities will also become important. For this reason, we discuss those aspects that are important from our perspective, i.e. the characteristics of the graphs to be included in the benchmark, the characteristics of the queries that are important in graph analysis applications and the evaluation workbench.
publishDate 2011
dc.date.none.fl_str_mv 2011
2011-01-01
2014
2014-09-10
dc.type.none.fl_str_mv journal article
http://purl.org/coar/resource_type/c_6501
AM
http://purl.org/coar/version/c_ab4af688f83e57aa
dc.type.openaire.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.none.fl_str_mv https://hdl.handle.net/2117/24027
https://dx.doi.org/10.1007/978-3-642-18206-8
url https://hdl.handle.net/2117/24027
https://dx.doi.org/10.1007/978-3-642-18206-8
dc.language.none.fl_str_mv Inglés
eng
language_invalid_str_mv Inglés
language eng
dc.rights.none.fl_str_mv open access
http://purl.org/coar/access_right/c_abf2
dc.rights.openaire.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv open access
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv reponame:UPCommons. Portal del coneixement obert de la UPC
instname:Universitat Politècnica de Catalunya (UPC)
instname_str Universitat Politècnica de Catalunya (UPC)
reponame_str UPCommons. Portal del coneixement obert de la UPC
collection UPCommons. Portal del coneixement obert de la UPC
repository.name.fl_str_mv
repository.mail.fl_str_mv
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score 15,300719

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