RavenBuild: Context, Relevance, and Dependency Aware Build Outcome Prediction
Continuous Integration (CI) is a common practice adopted by modern software
organizations. It plays an especially important role for large corporations like Ubisoft, where …
organizations. It plays an especially important role for large corporations like Ubisoft, where …
Continuous build outcome prediction: an experimental evaluation and acceptance modelling
M Kawalerowicz, L Madeyski - Applied Intelligence, 2023 - Springer
Abstract Continuous Build Outcome Prediction (CBOP) is a lightweight implementation of
Continuous Defect Prediction (CDP). CBOP combines: 1) results of continuous integration …
Continuous Defect Prediction (CDP). CBOP combines: 1) results of continuous integration …
Buildfast: History-aware build outcome prediction for fast feedback and reduced cost in continuous integration
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 …
computing resources, and thus become a common barrier faced by software organizations …
Practitioners' challenges and perceptions of ci build failure predictions at atlassian
Continuous Integration (CI) build failures could significantly impact the software
development process and teams, such as delaying the release of new features and reducing …
development process and teams, such as delaying the release of new features and reducing …
Accelerating continuous integration by caching environments and inferring dependencies
K Gallaba, J Ewart, Y Junqueira… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
To facilitate the rapid release cadence of modern software (on the order of weeks, days, or
even hours), software development organizations invest in practices like Continuous …
even hours), software development organizations invest in practices like Continuous …
Improving the prediction of continuous integration build failures using deep learning
Continuous Integration (CI) aims at supporting developers in integrating code changes
constantly and quickly through an automated build process. However, the build process is …
constantly and quickly through an automated build process. However, the build process is …
Predicting build outcomes in continuous integration using textual analysis of source code commits
Machine learning has been increasingly used to solve various software engineering tasks.
One example of its usage is to predict the outcome of builds in continuous integration, where …
One example of its usage is to predict the outcome of builds in continuous integration, where …
Continuous build outcome prediction: A small-n experiment in settings of a real software project
M Kawalerowicz, L Madeyski - … and Trends in Artificial Intelligence. From …, 2021 - Springer
We explain the idea of Continuous Build Outcome Prediction (CBOP) practice that uses
classification to label the possible build results (success or failure) based on historical data …
classification to label the possible build results (success or failure) based on historical data …
Studying the interplay between the durations and breakages of continuous integration builds
The Continuous Integration (CI) practice allows developers to build software projects
automatically and more frequently. However, CI builds may undergo long build durations or …
automatically and more frequently. However, CI builds may undergo long build durations or …
Commit Artifact Preserving Build Prediction
In Continuous Integration (CI), accurate build prediction is crucial for minimizing
development costs and enhancing efficiency. However, existing build prediction methods …
development costs and enhancing efficiency. However, existing build prediction methods …