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...
| Autores: | ; ; ; ; |
|---|---|
| Tipo de documento: | Artículo |
| Fecha de publicación: | 2011 |
| País: | España |
| Institución: | Universitat Politècnica de Catalunya (UPC) |
| Repositorio: | UPCommons. Portal del coneixement obert de la UPC |
| Lenguaje: | 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 |
| Nivel de acceso: | 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 |
| _version_ | 1878740967662551040 |
|---|---|
| author | Domínguez Sal, David |
| author2 | Martínez Bazán, Norbert Muntés Mulero, Víctor Baleta Ferrer, Pedro Larriba Pey, Josep|||0000-0002-7070-9256 |
| author2_role | author author author author |
| author_browse | Baleta Ferrer, Pedro Domínguez Sal, David Larriba Pey, Josep|||0000-0002-7070-9256 Martínez Bazán, Norbert Muntés Mulero, Víctor |
| author_facet | Domínguez Sal, David Martínez Bazán, Norbert Muntés Mulero, Víctor Baleta Ferrer, Pedro Larriba Pey, Josep|||0000-0002-7070-9256 |
| author_role | author |
| collection | UPCommons. Portal del coneixement obert de la UPC |
| 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. |
| eu_rights_str_mv | openAccess |
| format | article |
| id | ES_dcaa07bf4b163350a4e7fb47d4bd3d5b |
| institution | Universitat Politècnica de Catalunya (UPC) |
| instname_str | Universitat Politècnica de Catalunya (UPC) |
| language | eng |
| network_acronym_str | ES |
| network_name_str | España |
| oai_identifier_str | oai:upcommons.upc.edu:2117/24027 |
| publishDate | 2011 |
| publishDateSort | 2011 |
| reponame_str | UPCommons. Portal del coneixement obert de la UPC |
| spelling | A discussion on the design of graph database benchmarks Domínguez Sal, David Martínez Bazán, Norbert Muntés Mulero, Víctor Baleta Ferrer, Pedro Larriba Pey, Josep|||0000-0002-7070-9256 Graph theory Database management Grafs, Teoria de Bases de dades -- Gestió Àrees temàtiques de la UPC::Informàtica::Sistemes d'informació::Bases de dades 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. https://hdl.handle.net/2117/24027 https://dx.doi.org/10.1007/978-3-642-18206-8 |
| 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 | 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_short | A discussion on the design of graph database benchmarks |
| title_sort | A discussion on the design of graph database benchmarks |
| topic | Graph theory Database management Grafs, Teoria de Bases de dades -- Gestió Àrees temàtiques de la UPC::Informàtica::Sistemes d'informació::Bases de dades |
| topic_facet | Graph theory Database management Grafs, Teoria de Bases de dades -- Gestió Àrees temàtiques de la UPC::Informàtica::Sistemes d'informació::Bases de dades |
| url | https://hdl.handle.net/2117/24027 https://dx.doi.org/10.1007/978-3-642-18206-8 |