1 code implementation • 5 Mar 2024 • Jingzhi Gong, Tao Chen
Performance is arguably the most crucial attribute that reflects the behavior of a configurable software system.
1 code implementation • 5 Feb 2024 • Jingzhi Gong, Tao Chen
Through comparing with 15 state-of-the-art models under nine systems, our extensive experimental results demonstrate that SeMPL performs considerably better on 89% of the systems with up to 99% accuracy improvement, while being data-efficient, leading to a maximum of 3. 86x speedup.
1 code implementation • 11 Jun 2023 • Jingzhi Gong, Tao Chen
Predicting the performance of highly configurable software systems is the foundation for performance testing and quality assurance.
1 code implementation • 30 Mar 2022 • Jingzhi Gong, Tao Chen
Learning and predicting the performance of a configurable software system helps to provide better quality assurance.