Mamdouh Alenezi

Evolution Impact on Architecture Stability in Open-Source Projects

2015 · International Journal of Cloud Applications and Computing

Software systems usually evolve constantly, which requires constant development and maintenance. Subsequently, the architecture of these systems tends to degrade with time. Therefore, stability is a key measure for evaluating an architecture. Open-source software systems …

Enhancing Software Fault Detection with Deep Reinforcement Learning: A Q-Learning Approach

2024

With the increasing complexity of software systems, traditional software fault detection methods are becoming less effective. This paper proposes a novel approach that leverages Deep Reinforcement Learning (DRL) to improve software fault detection. DRL, a …