4 papers
Automating Detection and Root-Cause Analysis of Flaky Tests in Quantum Software
Janakan Sivaloganathan, Ainaz Jamshidi, Andriy Miranskyy +1
Like classical software, quantum software systems rely on automated testing. However, their inherently probabilistic outputs make them susceptible to quantum flakiness -- tests tha…
The Rapid Growth of AI Foundation Model Usage in Science
Ana TriÅ¡oviÄ, Alex Fogelson, Janakan Sivaloganathan +1
We present the first large-scale analysis of AI foundation model usage in science - not just citations or keywords. We find that adoption has grown rapidly, at nearly-exponential r…
Anomaly Detection in Large-Scale Cloud Systems: An Industry Case and Dataset
Mohammad Saiful Islam, Mohamed Sami Rakha, William Pourmajidi +3
As Large-Scale Cloud Systems (LCS) become increasingly complex, effective anomaly detection is critical for ensuring system reliability and performance. However, there is a shortag…
Automating Quantum Software Maintenance: Flakiness Detection and Root Cause Analysis
Janakan Sivaloganathan, Ainaz Jamshidi, Andriy Miranskyy +1
Flaky tests, which pass or fail inconsistently without code changes, are a major challenge in software engineering in general and in quantum software engineering in particular due…