Automated performance anomaly detection

Power passports for fault tolerance: Anomaly detection in industrial CPS using electrical EFB

We present how electrical Extra-Functional Behavioural (EFB) metrics can be used in generating accurate representations of executional units for industrial Cyber-Physical Systems (CPS). We achieve this by employing our concept of power passports (the …

An Analytics-Based Method for Performance Anomaly Classification in Cyber-Physical Systems

The analysis and correct categorisation of software performance anomalies is a major challenge in current industrial Cyber-Physical Systems (CPS). The automated evaluation of runtime performance metrics provides an overview of the software behaviour …