6 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…
A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression
Ainaz Jamshidi, Dongchan Kim, Muhammad Arif
Predictive maintenance (PdM) has become a crucial element of modern industrial practice. PdM plays a significant role in operational dependability and cost management by decreasing…
Identifying Flaky Tests in Quantum Code: A Machine Learning Approach
Khushdeep Kaur, Dongchan Kim, Ainaz Jamshidi +1
Testing and debugging quantum software pose significant challenges due to the inherent complexities of quantum mechanics, such as superposition and entanglement. One challenge is i…
Synthetic Time Series Data Generation for Healthcare Applications: A PCG Case Study
Ainaz Jamshidi, Muhammad Arif, Sabir Ali Kalhoro +1
The generation of high-quality medical time series data is essential for advancing healthcare diagnostics and safeguarding patient privacy. Specifically, synthesizing realistic pho…
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…
A Lightweight Plug-in Module for Introducing Post-Quantum Cryptography in Higher Education: An Experience Report
Ainaz Jamshidi, Khushdeep Kaur, Aryya Gangopadhyay +2
Post-quantum cryptography (PQC) is increasingly important for computing education, yet integrating it into existing curricula is challenging because it draws on programming, mathem…