A Benchmark for Multidimensional Statistical Data

Beitrag bei einer Tagung


Details zur Publikation

Autorinnen und Autoren: Baumgärtel P, Endler G, Lenz R
Titel Sammelwerk: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Verlag: Springer-verlag
Verlagsort: Berlin
Jahr der Veröffentlichung: 2013
Tagungsband: Advances in Databases and Information Systems
Seitenbereich: 358-371
ISBN: 978-3-642-40682-9
ISSN: 0302-9743


Abstract


ProHTA (Prospective Health Technology Assessment) is a simulation project that aims at estimating the outcome of new medical innovations at an early stage. To this end, hybrid and modular simulations are employed. For this large scale simulation project, efficient management of multidimensional statistical data is important. Therefore, we propose a benchmark to evaluate query processing of this kind of data in relational and non-relational databases. We compare our benchmark with existing approaches and point out differences. This paper presents a mapping to a flexible relational model, JSON documents and RDF. The queries defined for our benchmark are mapped to SQL, SPARQL, the MongoDB query language and MapReduce. Using our benchmark, we evaluate these different systems and discuss differences between them. © 2013 Springer-Verlag.



FAU-Autorinnen und Autoren / FAU-Herausgeberinnen und Herausgeber

Baumgärtel, Philipp
Lehrstuhl für Informatik 6 (Datenmanagement)
Endler, Gregor
Lehrstuhl für Informatik 6 (Datenmanagement)
Lenz, Richard Prof. Dr.-Ing.
Professur für Informatik (Datenbanksysteme)


Zitierweisen

APA:
Baumgärtel, P., Endler, G., & Lenz, R. (2013). A Benchmark for Multidimensional Statistical Data. In Advances in Databases and Information Systems (pp. 358-371). Genoa, Italy, IT: Berlin: Springer-verlag.

MLA:
Baumgärtel, Philipp, Gregor Endler, and Richard Lenz. "A Benchmark for Multidimensional Statistical Data." Proceedings of the ADBIS 2013 Conference, Genoa, Italy Berlin: Springer-verlag, 2013. 358-371.

BibTeX: 

Zuletzt aktualisiert 2018-20-10 um 17:40