Performance comparison between multi-model, key-value and documental NoSQL database management systems
2021 (English)Independent thesis Basic level (degree of Bachelor), 20 credits / 30 HE credits
Student thesis
Abstract [en]
This study conducted an experiment that compares the multi-model NoSQL DBMS ArangoDB with other NoSQL DBMS, in terms of the average response time of queries. The DBMS compared in this experiment are the following: Redis, MongoDB, Couchbase, and OrientDB. The hypothesis that is answered in this study is the following: “There is a significant difference between ArangoDB, OrientDB, Couchbase, Redis, MongoDB in terms of the average response time of queries”. This is examined by comparing the average response time of 1 000, 100 000, and 1 000 000 queries between these database systems. The results show that ArangoDB performs worse compared to the other DBMS. Examples of future work include using additional DBMS in the same experiment and replacing ArangoDB with another multi-model DBMS to decide whether such a DBMS, in general, performs worse than single-model DBMS.
Place, publisher, year, edition, pages
2021. , p. 45
Keywords [en]
Database system, performance comparison, ArangoDB, multi-model database system, documental database system, key-value database system
National Category
Information Systems, Social aspects
Identifiers
URN: urn:nbn:se:his:diva-19857OAI: oai:DiVA.org:his-19857DiVA, id: diva2:1567918
Subject / course
Informationsteknologi
Educational program
Computer Science - Specialization in Systems Development
Supervisors
Examiners
2021-06-162021-06-162021-06-16Bibliographically approved