%0 Journal Article %A GUO Lin %A XIA Lei %A YANG Jing %A ZHANG Jian-pei %A ZHANG Le-jun %T Anomaly Detection for Distributed System Based on Measurement Attributes Analysis %D 2013 %R 10.13190/j.jbupt.2013.06.015 %J Journal of Beijing University of Posts and Telecommunications %P 69-73 %V 36 %N 6 %X
The anomaly detection methods based on measurement attributes relationship analysis is proposed. The correlation between the measurement attributes in space grid structure is calculated, and hereby the relationship network model of measurement attributes is established. The network segmentation method is put forward based on hidden Markov model. The anomaly detection algorithm for distributed systems is designed by using the newest monitoring attributes correlation. The anomaly detection experiments demonstrate the effectiveness of the proposed method.
%U https://journal.bupt.edu.cn/EN/10.13190/j.jbupt.2013.06.015