Weblog analysis method and device based on stream-oriented segmentation technology
The invention discloses a network log analysis method and device based on a stream-oriented segmentation technology, and belongs to the technical field of network log analysis. The problem that in the prior art, the efficiency of network log analysis is low is solved. The method comprises the follow...
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Format: | Patent |
Sprache: | chi ; eng |
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Zusammenfassung: | The invention discloses a network log analysis method and device based on a stream-oriented segmentation technology, and belongs to the technical field of network log analysis. The problem that in the prior art, the efficiency of network log analysis is low is solved. The method comprises the following steps: S1, a stream-oriented segmentation step: dividing the network log data to be analyzed into a plurality of TCP stream fragments based on a stream-oriented segmentation technology; s2, an analysis model obtaining step: constructing a log analysis model based on binary classification based on a machine learning technology; and S3, a real-time analysis step: carrying out real-time analysis on each TCP stream segment by adopting the trained log analysis model to complete network log analysis. The method and the device are suitable for analyzing various types of weblog.
一种基于面向流切分技术的网络日志解析方法及装置,属于网络日志解析技术领域。解决了现有技术所存在的网络日志解析的效率低的问题。所述方法包括:S1、面向流切分步骤:将所述待解析网络日志数据,基于面向流切分技术分成多个TCP流片段;S2、获取解析模型步骤:基于机器学习技术,构建一个基于二元 |
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