Multi-model database: Difference between revisions

Revision as of 11:06, 27 March 2020

Revision as of 11:06, 27 March 2020

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== Benchmarking multi-model databases ==

As more and more platforms are proposed to deal with multi-model data, there are a few works on benchmarking multi-model databases. For instance, Pluciennik<ref>{{Cite journal|last=Ewa Pluciennik and Kamil Zgorzalek|first=|date=|title=The Multi-model Databases - A Review|url=|journal=BDAS 2017|volume=|pages=141-152|via=}}</ref> , Oliveira<ref>{{Cite journal|last=Fábio Roberto Oliveira, Luis del Val Cura|first=|date=|title=Performance Evaluation of NoSQL Multi-Model Data Stores in Polyglot Persistence Applications|url=|journal=IDEAS '16|volume=|pages=230-235|via=}}</ref>, and UniBench<ref>{{Cite journal|last=Chao Zhang, Jiaheng Lu, Pengfei Xu, Yuxing Chen|first=|date=|title=UniBench: A Benchmark for Multi-Model Database Management Systems|url=https://www.cs.helsinki.fi/u/jilu/documents/UniBench.pdf|journal=TPCTC 2018|volume=|pages=|via=}}</ref> <ref>{{Cite journal|last=Chao Zhang, Jiaheng Lu|first=|date=|title=Holistic Evaluation in Multi-Model Databases Benchmarking|url=https://link.springer.com/article/10.1007/s10619-019-07279-6|journal=Distributed and Parallel Databases (2019)|volume=|pages=|via=}}</ref> reviewed existing multi-model databases and made an evaluation effort towards comparing multi-model databases and other SQL and NoSQL databases respectively. They pointed out that the advantages of multi-model databases over single-model databases are as follows : (i) they are able to ingest a variety of data formats such as CSV( including Graph, Relational), JSON into storage without any additional efforts, (ii) they can employ a unified query language such as AQL, Orient SQL, SQL/XML, SQL/JSON to retrieve correlated multi-model data, such as graph-JSON-key/value, XML-relational, and JSON-relational in a single platform. (iii) they are able to support multi-model ACID transactions in the stand-alone mode.

== Architecture ==