A Novel Approach of Latency and Energy Efficiency Analysis of IIoT With SQL and NoSQL Databases Communication

被引:0
|
作者
Kenitar, Soukaina Bakhat [1 ]
Arioua, Mounir [1 ]
Yahyaoui, Mohammed [2 ]
机构
[1] Abdelmalek Essaadi Univ, Innovants Sch Natl Sch Appl Sci, Lab Ingenierie Syst, Tetouan 93000, Morocco
[2] Abdelmalek Essaadi Univ, Fac Sci, Technol & Modeling Syst Res Unit, Tetouan 93000, Morocco
关键词
Databases; NoSQL databases; Energy efficiency; Protocols; Industrial Internet of Things; Servers; Data models; Low latency communication; SQL; NoSQL; latency; efficiency; IIoT; energy; INTERNET;
D O I
10.1109/ACCESS.2023.3332483
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Industrial Internet of Things (IIoT)-enabled production facilities generate vast amounts of data, which, if harnessed effectively, can substantially enhance manufacturing efficiency through latency reduction. The selection of the appropriate data storage technology is a pivotal consideration in achieving this objective. While prior studies have examined SQL and NoSQL databases in terms of latency and energy efficiency, these evaluations have not been conducted specifically within the context of IIoT. This paper aims to fill this research gap by conducting a rigorous comparison of SQL and NoSQL databases, focusing on their performance latency and energy efficiency when interfaced with IoT nodes. By elucidating these relationships, our research offers actionable insights that can guide IIoT-enabled manufacturing facilities in optimizing their operations. Specifically, the paper aids in the selection of the most suitable database technology, thereby contributing to latency minimization and efficiency maximization in industrial settings.
引用
收藏
页码:129247 / 129257
页数:11
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