International Journal of Software Science and Computational Intelligence · 2021 · 45 citations · 24 references
Relational DatabaseEngineeringBig Data AnalyticsCloud DatabaseDatabasesBig Data StorageDatabase BenchmarkingReal-time DatabasesDatabase SystemData ScienceDatabase SupportDistributed DatabaseManagementNosql DatabaseData IntegrationMongodb Nosql DatabaseNosql DatabasesComparative Study BetweenData ManagementMysql Relational DatabaseDistributed Data StorageParallel Data ManagementCloud Computing
NoSQL databases were created to address the scalability, load, data diversity, and geographic distribution limitations of traditional relational databases in distributed systems. The study evaluates MySQL and MongoDB performance to guide selection of a database system based on data type and processing needs. The comparison uses the Yahoo!
NoSQL databases are new architectures developed to remedy the various weaknesses that have affected relational databases in highly distributed systems such as cloud computing, social networks, electronic commerce. Several companies loyal to traditional relational SQL databases for several decades seek to switch to the new “NoSQL” databases to meet the new requirements related to the change of scale in data volumetry, the load increases, the diversity of types of data handled, and geographic distribution. This paper develops a comparative study in which the authors will evaluate the performance of two databases very widespread in the field: MySQL as a relational database and MongoDB as a NoSQL database. To accomplish this confrontation, this research uses the Yahoo! Cloud Serving Benchmark (YCSB). This contribution is to provide some answers to choose the appropriate database management system for the type of data used and the type of processing performed on that data.
24
A relational model of data for large shared data banks
E. F. Codd · Communications of the ACM · 1983 · 4.8K citations
Scalable SQL and NoSQL data stores
R. G. G. Cattell · ACM SIGMOD Record · 2011 · 1.3K citations
From Data Quality to Big Data Quality
Carlo Batini, Anisa Rula, Monica Scannapieco et al. · Journal of Database Management · 2015 · 129 citations · Full text
Total Quality Management, Big Data Acquisition, Data Modeling +12
Data modeling in the NoSQL world
Paolo Atzeni, Francesca Bugiotti, Luca Cabibbo et al. · Computer Standards & Interfaces · 2016 · 113 citations · Full text