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大数据分析技术在通信网络运维中的应用研究

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随着通信网络的快速发展和数据量的爆炸性增长,如何有效地管理和维护这些庞大复杂的网络系统已成为一个重要课题.文章通过系统地介绍和分析大数据分析技术在通信网络运维中的应用,从基本原理出发,详细探讨数据预处理和分析技术,研究质量控制和大规模数据处理的新方向,并通过多个实际应用案例,如实时性能监控、故障预测管理以及资源分配策略,展示大数据技术在提高通信网络运维效率和准确性方面的实际成效与潜在价值.
Research on the Application of Big Data Analysis Technology in Communication Network Operation and Maintenance
With the rapid development of communication network and the explosive growth of data volume,how to effectively manage and maintain these huge and complex network systems has become an important topic.This paper systematically introduces and analyzes the application of big data analysis technology in the operation of communication network,discusses the data pre-processing and analysis technology,studies the new direction of quality control and large-scale data processing,and through multiple practical application cases,real time performance monitoring,fault prediction management and resource allocation strategy,shows the actual effect and potential value of big data technology in improving the efficiency and accuracy of communication network operation.

big data analysis technologycommunication network operation and maintenanceapplication research

李子明

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中通服网盈科技有限公司,江苏南京 210000

大数据分析技术 通信网络运维 应用研究

2024

通信电源技术
武汉普天通信设备集团有限公司

通信电源技术

影响因子:0.389
ISSN:1009-3664
年,卷(期):2024.41(20)
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