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Performance Benchmarking of Key-Value Store NoSQL Databases

International Journal of Electrical and Computer Engineering (IJECE) · Vol. 8 No. 6 (2018)

DOI
10.11591/ijece.v8i6.pp5333-5341
ISSN
2088-8708, 2088-8708
Published
2018-12-01
Publisher
Institute of Advanced Engineering and Science
License
creativecommons.org/licenses/by-nc/4.0

Abstract

Increasing requirements for scalability and elasticity of data storage for web applications has made Not Structured Query Language NoSQL databases more invaluable to web developers. One of such NoSQL Database solutions is Redis. A budding alternative to Redis database is the SSDB database, which is also a key-value store but is disk-based. The aim of this research work is to benchmark both databases (Redis and SSDB) using the Yahoo Cloud Serving Benchmark (YCSB). YCSB is a platform that has been used to compare and benchmark similar NoSQL database systems. Both databases were given variable workloads to identify the throughput of all given operations. The results obtained shows that SSDB gives a better throughput for majority of operations to Redis’s performance.

Collaboration network of the authors

24 authors · 75 co-authorship links · 8 across different organisations

Hover or tap a name to highlight its co-authors. Double-click to open the author's page.

  • Covenant University
  • Ambrose Alli University
  • Petroleum Training Institute
  • Affiliation unknown
  • Different organisations
  • Same organisation
  • Affiliation unknown
  • Thicker line = more joint articles · bigger circle = more articles
Show as table
Co-authorOrganisationJoint articles
Etinosa Noma‐OsaghaeCovenant University6
Imhade Princess OkokpujieCovenant University4
Adeyinka Ajao AdewaleCovenant University4
Francis Ifeanyi AnyasiAmbrose Alli University3
Olatunji OkesolaCovenant University2
Ibinabo Bob-ManuelAffiliation unknown2
V. O. MatthewsCovenant University1
Charles OchonogorPetroleum Training Institute1
Amaize PeterCovenant University1
Emmanuel Chijioke ChukwuCovenant University1
Olamilekan ShobayoCovenant University1
Modupe OdusamiCovenant University1
Koto OmiloliCovenant University1
Oghorchukwuyem ObiaziCovenant University1
William A. Abdulateef-AdogaCovenant University1
Oghenetega C. OwivriCovenant University1
Adaora Princess IjehCovenant University1
Morayo E. AwomoyAffiliation unknown1

Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.

This record comes from Crossref (what the publisher deposited), because the journal's own OAI-PMH endpoint could not be harvested.

Metadata source: Crossref API (cadangan, berdasarkan ISSN) https://api.crossref.org/journals/2088-8708/works, first harvested 27 Okt 2026, last seen 27 Okt 2026.
Metadata as oai_dc, converted from Crossref
<oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/"><dc:title>Performance Benchmarking of Key-Value Store NoSQL Databases</dc:title><dc:creator>Osemwegie, Omoruyi</dc:creator><dc:creator>Okokpujie, Kennedy</dc:creator><dc:creator>Nkordeh, Nsikan</dc:creator><dc:creator>Ndujiuba, Charles</dc:creator><dc:creator>John, Samuel</dc:creator><dc:creator>Stanley, Uzairue</dc:creator><dc:description>&lt;jats:p&gt;&amp;lt;p&amp;gt;Increasing requirements for scalability and elasticity of data storage for web applications has made Not Structured Query Language NoSQL databases more invaluable to web developers. One of such NoSQL Database solutions is Redis. A budding alternative to Redis database is the SSDB database, which is also a key-value store but is disk-based. The aim of this research work is to benchmark both databases (Redis and SSDB) using the Yahoo Cloud Serving Benchmark (YCSB). YCSB is a platform that has been used to compare and benchmark similar NoSQL database systems. Both databases were given variable workloads to identify the throughput of all given operations. The results obtained shows that SSDB gives a better throughput for majority of operations to Redis’s performance.&amp;lt;/p&amp;gt;&lt;/jats:p&gt;</dc:description><dc:publisher>Institute of Advanced Engineering and Science</dc:publisher><dc:date>2018-12-01</dc:date><dc:type>info:eu-repo/semantics/article</dc:type><dc:format>application/pdf</dc:format><dc:identifier>https://doi.org/10.11591/ijece.v8i6.pp5333-5341</dc:identifier><dc:identifier>10.11591/ijece.v8i6.pp5333-5341</dc:identifier><dc:source>International Journal of Electrical and Computer Engineering (IJECE); Vol 8 No 6 (2018); 5333</dc:source><dc:source>2088-8708</dc:source><dc:source>2088-8708</dc:source><dc:relation>http://ijece.iaescore.com/index.php/IJECE/article/viewFile/8604/11403</dc:relation><dc:rights>http://creativecommons.org/licenses/by-nc/4.0</dc:rights></oai_dc:dc>