Predictive models in software engineering: Challenges and opportunities
Predictive models are one of the most important techniques that are widely applied in many
areas of software engineering. There have been a large number of primary studies that …
areas of software engineering. There have been a large number of primary studies that …
HybridCISave: A Combined Build and Test Selection Approach in Continuous Integration
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 …
Unfortunately, it is also a high-cost practice—Google and Mozilla estimate their CI systems …
What helped, and what did not? an evaluation of the strategies to improve continuous integration
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 systems …
Unfortunately, it is also an expensive practice-Google and Mozilla estimate their CI systems …
Continuous test suite failure prediction
C Pan, M Pradel - Proceedings of the 30th ACM SIGSOFT International …, 2021 - dl.acm.org
Continuous integration advocates to run the test suite of a project frequently, eg, for every
code change committed to a shared repository. This process imposes a high computational …
code change committed to a shared repository. This process imposes a high computational …
Continuous intrusion: Characterizing the security of continuous integration services
Continuous Integration (CI) is a widely-adopted software development practice for
automated code integration. A typical CI workflow involves multiple independent …
automated code integration. A typical CI workflow involves multiple independent …
Systematic Literature Review on Application of Machine Learning in Continuous Integration
This research conducted a systematic review of the literature on machine learning (ML)-
based methods in the context of Continuous Integration (CI) over the past 22 years. The …
based methods in the context of Continuous Integration (CI) over the past 22 years. The …
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 …
cycle applied to the change sets that development teams produce) are a shared commodity …
Accelerating Continuous Integration with Parallel Batch Testing
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 …
optimization techniques including test selection and prioritization aim to reduce the cost …
Semi-supervised pre-processing for learning-based traceability framework on real-world software projects
L Dong, H Zhang, W Liu, Z Weng, H Kuang - Proceedings of the 30th …, 2022 - dl.acm.org
The traceability of software artifacts has been recognized as an important factor to support
various activities in software development processes. However, traceability can be difficult …
various activities in software development processes. However, traceability can be difficult …
Code Impact Beyond Disciplinary Boundaries: Constructing a Multidisciplinary Dependency Graph and Analyzing Cross-Boundary Impact
To produce a video game, engineers and artists must iterate on the same project
simultaneously. In such projects, a change to the work products of any of the teams can …
simultaneously. In such projects, a change to the work products of any of the teams can …