Taming Timeout Flakiness: An Empirical Study of SAP HANA

A Berndt, S Baltes, T Bach - … of the 46th International Conference on …, 2024 - dl.acm.org
Context: Regression testing aims to prevent code changes from breaking existing features.
Flaky tests negatively affect regression testing because they result in test failures that are not …

Flaky Tests in the AI Domain

PA Soha, B Vancsics, T Gergely… - Proceedings of the 1st …, 2024 - dl.acm.org
In this position paper, we investigate how frequently is randomness the cause of flakiness in
the traditional and in the AI-enabled software domains. Based on previous works, it seems …

Randomness-aware testing of machine learning-based systems

S Dutta - 2023 - ideals.illinois.edu
Abstract Machine Learning (ML) is rapidly revolutionizing the way modern-day systems are
developed. However, testing ML-based systems is challenging due to 1) the presence of …