Another case of log file anomaly detection is shown.

Another case of log file anomaly detection is shown.

<p>The latest log file on each virtual machine at time T is the object to be detected Discriminator is a detection system. Normal and Anormal represent the two categories into which the log files are divided. In one case (<a href="http://www.plosone.org/article/info:doi/10.1371/journal...

Full description

Saved in:
Bibliographic Details
Main Author: Hao Zhang (15339) (author)
Other Authors: Yun Zhou (308977) (author), Huahu Xu (20521389) (author), Jiangang Shi (402247) (author), Xinhua Lin (538781) (author), Yiqin Gao (5236673) (author)
Published: 2025
Subjects:
Science Policy
Biological Sciences not elsewhere classified
Mathematical Sciences not elsewhere classified
Information Systems not elsewhere classified
virtual machine platform
support vector machine
strong sequential patterns
method called ladsvm
indicate security risks
feature extraction algorithm
experimental results demonstrate
dimensional latent space
virtual machine logs
log parsing algorithm
performance may vary
ladsvm approach excels
extract key features
combines long short
identify abnormal logs
disordered log data
long short
extract features
parsing logs
abnormal logs
log information
dimensional input
traditional methods
term memory
system failures
svm ).
specific characteristics
real world
prior knowledge
paper proposes
often challenging
meaningful task
large quantities
increase robustness
detecting anomalies
anomaly detection
anomaly alerts
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary:<p>The latest log file on each virtual machine at time T is the object to be detected Discriminator is a detection system. Normal and Anormal represent the two categories into which the log files are divided. In one case (<a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0315897#pone.0315897.g004" target="_blank">Fig 4</a>), <i>T</i><sub>3</sub> is a noisy normal log file alerted as an anomaly. In another case (Fig 5), <i>T</i><sub>3</sub> is a noisy normal log file considered as normal.</p>

Similar Items