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基于历史数据的系统隐患预测研究 被引量:3

Research on prediction of system hidden trouble based on historical data
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摘要 基于平台自身历史表现,结合LOESS拟合、TBRM拟合以及DTW 3种算法,提出一种平台性能隐患预测方法,达到准确预测平台层面资源波动异常的目的。实践表明,该方法准确有效,在实际使用中取得了良好效果。 In this paper, a platform performance hidden troubles prediction scheme was presented based on the historical performance of the platform itself combined with LOESS fitting, TBRM fitting and DTW algorithm to predict the abnormal fl uctuation of the platform resources correctly. Practice has proved that this scheme runs correctly and effectively and achieves good performance in use.
作者 张华 陈会飞
出处 《电信工程技术与标准化》 2015年第11期68-72,共5页 Telecom Engineering Technics and Standardization
关键词 性能隐患 性能阀值监测 LOESS拟合 TBRM拟合 DTW算法 performance hidden trouble performance threshold detecting LOESS fi tting TBRM fi tting DTW algorithm
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