Practical data monitoring in the internet-services domain. (arXiv:2203.08067v1 [cs.LG])

Large-scale automated monitoring, anomaly detection, and root cause analysis
of metrics is an essential requirement of the internet-services industry. To
address the need to continuously monitor millions of metrics, many anomaly
detection approaches are being used on a daily basis by large internet-based
companies. However, in spite of the significant progress made to accurately and
efficiently detect anomalies in metrics, the sheer scale of the number of
metrics has meant there are still a large number of false alarms that …

data domain internet lg monitoring services