Application of Big data connection processing technology in the construction of an online aesthetic education platform

被引：0
|
作者：
Li Y. [1 ]
Li G. [2 ]
机构：
[1] Basic Teaching and Research Department, Yingkou Institute of Technology, Liaoning, Yingkou
[2] School of Economics and Management, Yingkou Institute of Technology, Liaoning, Yingkou
来源：
Applied Mathematics and Nonlinear Sciences | 2024年 / 9卷 / 01期
关键词：
Big data technology; Bloom Filter algorithm; Hash function; MapReduce; Online aesthetic education;
D O I：
10.2478/amns.2023.2.00323
中图分类号：
学科分类号：
摘要：
Exploring the application of big data connection processing technology in constructing online aesthetic education platforms to improve the operability of online aesthetic education. This paper uses big data technology to construct an online aesthetic education platform based on MapReduce distributed parallel computing framework. The Bloom Filter algorithm is used to analyze and process the online aesthetic education data, and the Bloom Filter algorithm is improved with the hash function. The filtering optimization strategy based on MapReduce distributed parallel computing framework is used to analyze further and process the online aesthetic education data, and the error rate and execution efficiency of the online aesthetic education platform is analyzed using the test data set. Regarding the misjudgment rate, when the number of hash functions is 4, the misjudgment rate of the platform reaches 1.24% at the minimum. The execution efficiency of the online education platform is 102s when the number of Reduce is 10-20, which indicates that the use of big data connection processing technology can effectively realize the construction of online education platforms and provide a new research direction for the realization of information-based education. © 2023 Yang Li et al., published by Sciendo.
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