Safety, Testing and Self-Driving Cars

Any system where erroneous behaviour can lead to serious injury or a potential loss of life is classified as a safety critical system. This is true for self-driving or autonomous vehicles where a vehicle malfunction can lead to the injury or death of the driver, passengers or others outside the vehicle. The potential for injuryContinue reading “Safety, Testing and Self-Driving Cars”

Automating Software Development Using Artificial Intelligence

This week I gave a research seminar at Dalhousie University and at Mount Allison University on “Automating Software Development Using Artificial Intelligence (AI).” The intersection of AI and Software Engineering is an active research area and has lead to a number of effective and novel applications of machine learning, metaheuristic algorithms and deep learning. ManyContinue reading “Automating Software Development Using Artificial Intelligence”

Predicting Mutation Scores

Last week my MSc student, Kevin Jalbert, presented his early thesis results at the Workshop on Realizing Artificial Intelligence Synergies in Software Engineering (RAISE 2012). The workshop took place in Zurich Switzerland and was colocated with ICSE 2012. The title of the presentation (and the paper that appears in the proceedings) was “Predicting Mutation Score Using SourceContinue reading “Predicting Mutation Scores”

Software Testing Tools for Concurrency

As the use of concurrency in software increases there are more software testing tools being developed in both industry an academia. Below is a fairly comprehensive list of tools (mainly for Java): ConTest – IBM concurrent testing tool that inserts random delays into Java bytecode ConAn – a thread testing tool for Java CHESS – a Microsoft toolContinue reading “Software Testing Tools for Concurrency”