A. Pimentel

9 Scenario-Based Design Space Exploration

Performance Anomaly Detection of Cyber-Physical Systems

This work introduces the concept of software passports, intended to act as a signature construct for runtime performance behaviour of reference executions, based on Extra-Functional Behaviour metrics, and is capable of detecting synthetically introduced performance anomalies to the real execution tracing data from a se...

Journal of Systems Architecture

This work demonstrates the use of compartmentalisation of execution timelines into distinct units, i.e., execution phases, and introduces the generation of representations for these phases, i.e., behavioural signatures and behavioural passports, as their way of behavioural fingerprinting.

Training to Design Convolutional Neural Networks

It is demonstrated that network architecture and its coeficients can be learned together by unifying concepts of evolutionary search within a population based traditional training process.