Application of Big data connection processing technology in the construction of an online aesthetic education platform-Reference-Cited by-同舟云学术

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

Published:2023-09-09 Issue:1 Volume:9 Page:
ISSN:2444-8656
Container-title:Applied Mathematics and Nonlinear Sciences
language:en
Short-container-title:

Author:

Li Yang¹,Li Guizhi²

Affiliation:

1. 1 Basic Teaching and Research Department , Yingkou Institute of Technology , Yingkou , Liaoning , , China

2. 2 School of Economics and Management, Yingkou Institute of Technology , Yingkou , Liaoning , , China

Abstract

Abstract 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.

Publisher

Walter de Gruyter GmbH

Subject

Applied Mathematics,Engineering (miscellaneous),Modeling and Simulation,General Computer Science

Link

https://www.sciendo.com/pdf/10.2478/amns.2023.2.00323

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