Evaluation and optimization of data systems

Jingwei Zhao; Jiahong He; Xin Liu; Yushuo Zhang

doi:10.1117/12.2692484

23 August 2023 Evaluation and optimization of data systems

Jingwei Zhao, Jiahong He, Xin Liu, Yushuo Zhang

Proceedings Volume 12784, Second International Conference on Applied Statistics, Computational Mathematics, and Software Engineering (ASCMSE 2023); 127843C (2023) https://doi.org/10.1117/12.2692484
Event: 2023 2nd International Conference on Applied Statistics, Computational Mathematics and Software Engineering (ASCMSE 2023), 2023, Kaifeng, China

Abstract

D&A system plays a huge role in the evolution of Big Data. In order to better evaluate and optimize the company's D&A system. We used relevant data from five port freight companies and proposed three indicators to measure the company's research and development maturity by establishing a multiple linear regression model. We also used Netlogo to simulate port transportation and proposed hypothetical reference values for detention volume. In addition, we used Analytic Hierarchy Process to determine the weights of variables and compared them with the results of linear regression models, proving the accuracy of the model. Finally, we simulate the data of small-scale ports and trucking companies using the adapted model respectively and proved that our model has good applicability in industries of different sizes and other industries except for ports.

Citation Download Citation

Jingwei Zhao, Jiahong He, Xin Liu, and Yushuo Zhang "Evaluation and optimization of data systems", Proc. SPIE 12784, Second International Conference on Applied Statistics, Computational Mathematics, and Software Engineering (ASCMSE 2023), 127843C (23 August 2023); https://doi.org/10.1117/12.2692484

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