Test case selection and prioritization using machine learning: a systematic literature review
Regression testing is an essential activity to assure that software code changes do not
adversely affect existing functionalities. With the wide adoption of Continuous Integration …
adversely affect existing functionalities. With the wide adoption of Continuous Integration …
Reinforcement learning for test case prioritization
M Bagherzadeh, N Kahani… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Continuous Integration (CI) significantly reduces integration problems, speeds up
development time, and shortens release time. However, it also introduces new challenges …
development time, and shortens release time. However, it also introduces new challenges …
Exploring better black-box test case prioritization via log analysis
Test case prioritization (TCP) has been widely studied in regression testing, which aims to
optimize the execution order of test cases so as to detect more faults earlier. TCP has been …
optimize the execution order of test cases so as to detect more faults earlier. TCP has been …
Which builds are really safe to skip? Maximizing failure observation for build selection in 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 expenses …
Unfortunately, it is also an expensive practice. Google and Mozilla estimate their expenses …
Learning how to mutate source code from bug-fixes
Mutation testing has been widely accepted as an approach to guide test case generation or
to assess the effectiveness of test suites. Empirical studies have shown that mutants are …
to assess the effectiveness of test suites. Empirical studies have shown that mutants are …
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 …
Trend application of machine learning in test case prioritization: A review on techniques
Software quality can be assured by passing the process of software testing. However,
software testing process involve many phases which lead to more resources and time …
software testing process involve many phases which lead to more resources and time …
A cost-efficient approach to building in 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 …
Unfortunately, it is also an expensive practice---Google and Mozilla estimate their CI …
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 …
Regression test case prioritization by code combinations coverage
Regression test case prioritization (RTCP) aims to improve the rate of fault detection by
executing more important test cases as early as possible. Various RTCP techniques have …
executing more important test cases as early as possible. Various RTCP techniques have …