Design and implementation of web log analysis system under the industrial Internet background

Nana Xie

doi:10.1117/12.2671745

29 March 2023 Design and implementation of web log analysis system under the industrial Internet background

Nana Xie

Proceedings Volume 12594, Second International Conference on Electronic Information Engineering and Computer Communication (EIECC 2022); 1259419 (2023) https://doi.org/10.1117/12.2671745
Event: Second International Conference on Electronic Information Engineering and Computer Communication (EIECC 2022), 2022, Xi'an, China

Abstract

Under the background of the booming industrial Internet, data acquisition and real-time calculation of industrial equipment have become the key issues of many industrial manufacturing enterprises. Therefore, this paper studies the design and implementation of web log analysis system. In this paper, a real-time industrial equipment big data acquisition and calculation system based on SparkStreaming, HBase and Hive is constructed. On the equipment big data acquisition technology, k-means algorithm in data mining technology is used to classify and integrate the data. Based on Spark framework, the parallel calculation of K-means algorithm is realized, which solves the problem of low efficiency of industrial big data analysis. Experiments show that the development of this system can effectively improve the efficiency of collecting and analyzing big data logs of industrial equipment, and further improve the timeliness and expansibility of transmission.

Citation Download Citation

Nana Xie "Design and implementation of web log analysis system under the industrial Internet background", Proc. SPIE 12594, Second International Conference on Electronic Information Engineering and Computer Communication (EIECC 2022), 1259419 (29 March 2023); https://doi.org/10.1117/12.2671745

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