A Comparative Performance Evaluation of Multi-Model NoSQL Databases and Polyglot Persistence
Dimitri Van Landuyt, Julien Benaouda, Vincent Reniers, Ansar Rafique, Wouter Joosen
Abstract
Open-access reader
Dimitri Van Landuyt, Julien Benaouda, Vincent Reniers, Ansar Rafique, Wouter Joosen
Abstract
Open-access reader
Multi-model databases support different NoSQL data models at once, typically a combination of relational, key-value, document, and graph models. Their expected benefits include increased versatility, reduced installation complexity, improved database performance, and smaller storage footprint. However, these benefits are insufficiently investigated, and current studies lack a comparison between multi-model databases and equivalent polyglot database architectures, i.e. setups that combine different technologies to accomplish the same functionality.
OpenAlex reports 12 citations for this work. Citation counts describe recorded attention and do not establish research quality.
A contribution statement is not available in the OpenAlex record.
Method details are not available in the OpenAlex metadata.
Findings are not separately available in the OpenAlex metadata.
Limitations are not available in the OpenAlex metadata.
Application details are not available in the OpenAlex metadata.
Multi-model databases support different NoSQL data models at once, typically a combination of relational, key-value, document, and graph models. Their expected benefits include increased versatility, reduced installation complexity, improved database performance, and smaller storage footprint. However, these benefits are insufficiently investigated, and current studies lack a comparison between multi-model databases and equivalent polyglot database architectures, i.e. setups that combine different technologies to accomplish the same functionality.
Key concepts: NoSQL, Polyglot, Computer science, Relational database, Database, Data modeling, Key (lock), Data mining