AMBIENTUM BIOETHICA BIOLOGIA CHEMIA DIGITALIA DRAMATICA EDUCATIO ARTIS GYMNAST. ENGINEERING EPHEMERIDES EUROPAEA GEOGRAPHIA GEOLOGIA HISTORIA HISTORIA ARTIUM INFORMATICA IURISPRUDENTIA MATHEMATICA MUSICA NEGOTIA OECONOMICA PHILOLOGIA PHILOSOPHIA PHYSICA POLITICA PSYCHOLOGIA-PAEDAGOGIA SOCIOLOGIA THEOLOGIA CATHOLICA THEOLOGIA CATHOLICA LATIN THEOLOGIA GR.-CATH. VARAD THEOLOGIA ORTHODOXA THEOLOGIA REF. TRANSYLVAN
Rezumat articol ediţie STUDIA UNIVERSITATIS BABEŞ-BOLYAI
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Autori: CAMELIA-FLORINA ANDOR, BAZIL PÂRV.
DOI: 10.24193/subbi.2018.1.06
Published Online: 2017-06-19
Published Print: 2017-06-25
pp. 80-93
VIEW PDF: NoSQL Database Performance Benchmarking - A Case Study
Abstract. This paper describes an experimental study regarding NoSQL database performance. Two NoSQL databases were considered (MongoDB and Cassandra), two different workloads (update heavy and mostly read) and several degrees of parallelism. The results refer to throughput performance metric. Statistical analysis performed is referring to throughput results. Conclusions confirm that MongoDB performs better than Cassandra in the context of a mostly read workload, while Cassandra outperformed MongoDB in the context of an update heavy workload where the number of operations was high.
2010 Mathematics Subject Classification. 68P15, 68P99.
1998 CR Categories and Descriptors. H.2.1 [Database Management]: Logical design - Data models; H.2.4 [Database Management]: Systems - Distributed databases, Parallel databases.
Key words and phrases. NoSQL database, performance benchmarking, MongoDB, Cassandra.
