Systematic literature review on application of learning-based approaches in continuous integration

AK Arani, THM Le, M Zahedi, MA Babar - IEEE Access, 2024 - ieeexplore.ieee.org
Machine learning (ML) and deep learning (DL) analyze raw data to extract valuable insights
in specific phases. The rise of continuous practices in software projects emphasizes …

Improving the prediction of continuous integration build failures using deep learning

I Saidani, A Ouni, MW Mkaouer - Automated Software Engineering, 2022 - Springer
Continuous Integration (CI) aims at supporting developers in integrating code changes
constantly and quickly through an automated build process. However, the build process is …

A cost-efficient approach to building in continuous integration

X **, 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 …

Hirebuild: An automatic approach to history-driven repair of build scripts

F Hassan, X Wang - Proceedings of the 40th international conference on …, 2018 - dl.acm.org
Advancements in software build tools such as Maven reduce build management effort, but
developers still need specialized knowledge and long time to maintain build scripts and …

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

X **, 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 …

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

X **, 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 …

Buildfast: History-aware build outcome prediction for fast feedback and reduced cost in continuous integration

B Chen, L Chen, C Zhang, X Peng - Proceedings of the 35th IEEE/ACM …, 2020 - dl.acm.org
Long build times in continuous integration (CI) can greatly increase the cost in human and
computing resources, and thus become a common barrier faced by software organizations …

Characterizing timeout builds in continuous integration

N Weeraddana, M Alfadel… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Compute resources that enable Continuous Integration (CI, ie, the automatic build and test
cycle applied to the change sets that development teams produce) are a shared commodity …

Accelerating continuous integration with parallel batch testing

E Fallahzadeh, AH Bavand, PC Rigby - … of the 31st ACM Joint European …, 2023 - dl.acm.org
Continuous integration at scale is costly but essential to software development. Various test
optimization techniques including test selection and prioritization aim to reduce the cost …

State‐of‐the‐practice in quality assurance in Java‐based open source software development

A Khatami, A Zaidman - Software: Practice and Experience, 2024 - Wiley Online Library
To ensure the quality of software systems, software engineers can make use of a variety of
quality assurance approaches, for example, software testing, modern code review …