2021
DOI: 10.1109/access.2021.3112880
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A Systematic Review of Data Models for the Big Data Problem

Abstract: Nowadays, data are generated in a continuous streaming manner as the inputs of various applications. The sources of such generated data can be wired or wireless sensor networks commonly used in various fields of geographical, traffic, Internet of Things (IoT), financial tickers, Web2 and Web3, ecommerce, social networks, and online communities. The high volume, high variety, and high velocity of data have recently posed the challenge of 3Vs to this field, also known as the Big Data Problem. The 3Vs dimensions … Show more

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Cited by 9 publications
(1 citation statement)
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“…NoSQL provides horizontal scaling, complex data storage, fault tolerance, and a high availability. Therefore, it is suitable for big data and cloud computing applications [2,3]. NoSQL databases complement the relational databases.…”
Section: Introductionmentioning
confidence: 99%
“…NoSQL provides horizontal scaling, complex data storage, fault tolerance, and a high availability. Therefore, it is suitable for big data and cloud computing applications [2,3]. NoSQL databases complement the relational databases.…”
Section: Introductionmentioning
confidence: 99%