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Log Anomaly Detection on EuXFEL Nodes. (arXiv:2310.08951v1 [cs.CR])
cs.CR updates on arXiv.org arxiv.org
This article introduces a method to detect anomalies in the log data
generated by control system nodes at the European XFEL accelerator. The primary
aim of this proposed method is to provide operators a comprehensive
understanding of the availability, status, and problems specific to each node.
This information is vital for ensuring the smooth operation. The sequential
nature of logs and the absence of a rich text corpus that is specific to our
nodes poses significant limitations for traditional and …
accelerator aim anomaly detection article availability control control system data detect detection generated information log log data node nodes problems system understanding