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Web of Proceedings - Francis Academic Press
Web of Proceedings - Francis Academic Press

Research on Computer Network Fault Prediction and Proactive Maintenance Strategy Based on Data Mining

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DOI: 10.25236/iwmecs.2025.002

Author(s)

Liang Pang

Corresponding Author

Liang Pang

Abstract

This paper focuses on the field of computer network fault prediction and proactive maintenance, exploring the application of data mining technology. By analyzing the types and causes of network faults, it expounds on the key data mining technologies, constructs a fault prediction model, formulates proactive maintenance strategies, and evaluates the implementation effects. The aim is to enhance network reliability and stability, providing theoretical support and practical guidance for network operation and maintenance.

Keywords

Data mining; Computer network; Fault prediction; Proactive maintenance strategy