Test Case Prioritization in Continuous Integration environments: A systematic mapping study

JAP Lima, SR Vergilio - Information and Software Technology, 2020 - Elsevier
Abstract Context: Continuous Integration (CI) environments allow frequent integration of
software changes, making software evolution more rapid and cost-effective. In such …

Simple techniques work surprisingly well for neural network test prioritization and active learning (replicability study)

M Weiss, P Tonella - Proceedings of the 31st ACM SIGSOFT …, 2022 - dl.acm.org
Test Input Prioritizers (TIP) for Deep Neural Networks (DNN) are an important technique to
handle the typically very large test datasets efficiently, saving computation and labelling …

Deeporder: Deep learning for test case prioritization in continuous integration testing

A Sharif, D Marijan, M Liaaen - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
Continuous integration testing is an important step in the modern software engineering life
cycle. Test prioritization is a method that can improve the efficiency of continuous integration …

Empirically evaluating readily available information for regression test optimization in continuous integration

D Elsner, F Hauer, A Pretschner, S Reimer - Proceedings of the 30th …, 2021 - dl.acm.org
Regression test selection (RTS) and prioritization (RTP) techniques aim to reduce testing
efforts and developer feedback time after a change to the code base. Using various …

Which builds are really safe to skip? Maximizing failure observation for build selection in continuous integration

X Jin, F Servant - Journal of Systems and Software, 2022 - Elsevier
Continuous integration (CI) is a widely used practice in modern software engineering.
Unfortunately, it is also an expensive practice. Google and Mozilla estimate their expenses …

An empirical study of the long duration of continuous integration builds

TA Ghaleb, DA Da Costa, Y Zou - Empirical Software Engineering, 2019 - Springer
Continuous Integration (CI) is a set of software development practices that allow software
development teams to generate software builds more quickly and periodically (eg, daily or …

HybridCISave: A Combined Build and Test Selection Approach in Continuous Integration

X Jin, F Servant - ACM Transactions on Software Engineering and …, 2023 - dl.acm.org
Continuous Integration (CI) is a popular practice in modern software engineering.
Unfortunately, it is also a high-cost practice—Google and Mozilla estimate their CI systems …

A multi-armed bandit approach for test case prioritization in continuous integration environments

JAP Lima, SR Vergilio - IEEE Transactions on Software …, 2020 - ieeexplore.ieee.org
Continuous Integration (CI) environments have been increasingly adopted in the industry to
allow frequent integration of software changes, making software evolution faster and cost …

A cost-efficient approach to building in continuous integration

X Jin, F Servant - Proceedings of the ACM/IEEE 42nd International …, 2020 - dl.acm.org
Continuous integration (CI) is a widely used practice in modern software engineering.
Unfortunately, it is also an expensive practice---Google and Mozilla estimate their CI …

Preempting flaky tests via non-idempotent-outcome tests

A Wei, P Yi, Z Li, T Xie, D Marinov, W Lam - Proceedings of the 44th …, 2022 - dl.acm.org
Regression testing can greatly help in software development, but it can be seriously
undermined by flaky tests, which can both pass and fail, seemingly nondeterministically, on …