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View article: Machine learning-based real-time anomaly detection using data pre-processing in the telemetry of server farms
Machine learning-based real-time anomaly detection using data pre-processing in the telemetry of server farms Open
Fast and accurate anomaly detection is critical in telemetry systems because it helps operators take appropriate actions in response to abnormal behaviours. However, recent techniques are accurate but not fast enough to deal with real-time…
Towards Machine Learning-based Anomaly Detection on Time-Series Data Open
The complexity of network infrastructures is exponentially growing. Real-time monitoring of these infrastructures is essential to secure their reliable operation. The concept of telemetry has been introduced in recent years to foster this …