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PREDICTION AND ROOT CAUSE RECOMMENDATIONS OF SERVICE ACCESS QUALITY OF EXPERIENCE ISSUES IN COMMUNICATION NETWORKS

机译:通信网络中经验访问服务质量的预测和根本原因建议

摘要

Embodiments of the present invention utilize advanced statistical data analytics to predict and provide recommendations for root-cause analysis of service access QoE issues in networks, e.g., 3G / 4G networks. Using FCAPS data as predictor variables, embodiments are configured to set up a problem as a predicted regression or classification problem to estimate the service access QoE related indicators. Some embodiments perform training and tuning of various non-linear statistical modeling algorithms, using network de-registration information from RAN logs, e.g., based on tree and ensemble methods.
机译:本发明的实施例利用高级统计数据分析来预测并提供用于例如3G / 4G网络中的服务访问QoE问题的根本原因分析的建议。使用FCAPS数据作为预测变量,实施例被配置为将问题设置为预测的回归或分类问题,以估计与服务访问QoE相关的指标。一些实施例使用来自RAN日志的网络注销信息,例如基于树和集成方法,执行各种非线性统计建模算法的训练和调整。

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