Fault tolerance

Model and system robustness in distributed CNN inference at the edge

Prevalent large CNN models pose a significant challenge in terms of computing resources for resource-constrained devices at the Edge. Distributing the computations and coefficients over multiple edge devices collaboratively has been well studied but …

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 …