Regression testing aims at testing a system under test (SUT) in the presence of changes. As
a SUT changes, the number of test cases increases to handle the modifications, and …

Deep neural network (DNN) has become increasingly popular and DNN testing is very
critical to guarantee the correctness of DNN, ie, the accuracy of DNN in this work. However …

Software systems and their environment change are continuous. They are enhanced,
corrected, and ported to new platforms. These changes can affect a system adversely, thus …

Continuous integration, at its core, includes a set of practices that aim to prevent and reduce
the cost of software integration issues by merging working software copies often. Regression …

DevOps, as a growing development practice that aims to enable faster development and
efficient deployment of applications without compromising on quality, is often hampered by …

Test-suite reduction (TSR) speeds up regression testing by removing redundant tests from
the test suite, thus running fewer tests in the future builds. To decide whether to use TSR or …

Test suite reduction is an effective way to reduce the cost of regression testing by identifying
and removing redundant test cases from the original test suite. In this paper, we propose a …

Abstract Machine learning has become prevalent across a wide variety of applications.
Unfortunately, machine learning has also shown to be susceptible to deception, leading to …

Code coverage is the dominant criterion in test-suite reduction. Typically, most test-suite
reduction techniques repeatedly remove tests covering code that has been covered by other …

Exhaustive testing of highly configurable software developed in continuous integration is
rarely feasible in practice due to the configuration space of exponential size on the one …