A Comparative Analysis of Relational and Non Relational Database Models in High Volume Data Environments

Friedrich Klaus

Authors

Friedrich Klaus Data Scientist Researcher Author

Keywords:

Relational databases, NoSQL, high-volume data, database comparison, scalability, big data

Abstract

With the proliferation of big data across industries, choosing between relational (SQL) and non-relational (NoSQL) databases has become crucial. This paper compares both database models regarding scalability, consistency, query performance, and suitability in handling large-scale data operations. The study investigates benchmark data and legacy reviews to provide insights into selecting an appropriate model in big data-driven architectures

References

Jatana, N., et al. "A survey and comparison of relational and non-relational database." International Journal of Soft Computing and Engineering, 2012.

Sheta, S.V. (2021). Artificial Intelligence Applications in Behavioral Analysis for Ad-vancing User Experience Design. International Journal of Artificial Intelligence (ISCSITR-IJAI), 2(1), 1–16.

Ordonez, C., et al. "Relational versus non-relational database systems." ACM Workshop on Data Warehousing, 2010.

Mohamed, M. A., et al. "Relational vs. NoSQL databases: A survey." International Journal of Computer Applications, 2014.

Sheta, S.V. (2019). The Role and Benefits of Version Control Systems in Collaborative Software Development. Journal of Population Therapeutics and Clinical Pharmacology, 26(3), 61–76. https://doi.org/10.53555/hxn1xq28

Du Toit, P. "An Evaluation of Non-relational Database Management Systems." CORE, 2014.

Györödi, C., et al. "A comparative study of relational and non-relational databases." International Journal of Advanced Computer Science, 2015.

Sheta, S.V. (2021). Security Vulnerabilities in Cloud Environments. Webology, 18(6), 10043–10063.

Salehnia, A. "Comparisons of relational databases with big data." ASEE Zone 3 Con-ference, 2015.

Addal, W. H. "A Comparative Analysis of Relational and Non-Relational Databases." Near East University, 2019.

Kolonko, K. "Performance comparison of the most popular database systems." DiVA Portal, 2018.

Sheta, S.V. (2022). A Study on Blockchain Interoperability Protocols for Multi-Cloud Ecosystems. International Journal of Information Technology and Electrical Engi-neering, 11(1), 1–11. https://ssrn.com/abstract=5034149

Kashyap, N. K., et al. "A review of leading databases." i-Manager's Journal, 2016.

Castelle, M. "Relational and non-relational models in bureaucracy." Computational Culture, 2013.

Gyorodi, R., et al. "Comparative analysis of MongoDB and MSSQL." Semantic Scholar, 2015.

Sheta, S.V. (2022). An Overview of Object-Oriented Programming (OOP) and Its Im-pact on Software Design. Educational Administration: Theory and Practice, 28(4), 409–419.

Skublewska-Paszkowska, M. "Performance of relational and non-relational DBs." EDULEARN18 Proceedings, 2018.

Tamane, S. "Non-Relational Databases in Big Data." ACM ICACCI, 2016.

Atzeni, P., et al. "Uniform access to non-relational systems." Springer CAiSE, 2012.

Patel, T., et al. "Relational database vs NoSQL." JMEST, 2015.