Evolving Software to be ML-Driven Utilizing Real-World A/B Testing: Experiences, Insights, Challenges.
Paul Luo LiXiaoyu ChaiFrederick CampbellJilong LiaoNeeraja AbburuMinsuk KangIrina NiculescuGreg BrakeSiddharth PatilJames DooleyBrandon PaddockPublished in: ICSE (SEIP) (2021)
Keyphrases
- real world
- test cases
- software testing
- case study
- software systems
- quality assurance
- wide range
- software tools
- software development
- computational tools
- lessons learned
- data sets
- data mining
- mobile platforms
- key issues
- testing process
- synthetic data
- maximum likelihood
- software intensive systems
- software architecture
- regression testing
- hardware design
- search based software testing
- software reliability
- integration testing
- industrial strength
- technical challenges
- software design
- test data
- test set
- open issues
- embedded systems
- design patterns
- software platform
- test case generation
- object oriented software
- computer systems
- data driven
- software engineering
- software development life cycle
- object oriented