Real Time Bug Detection Using Machine Learning Algorithm

Real-time bug detection in software systems is a critical aspect of software quality assurance. Traditional debugging techniques often fail to scale with the increasing complexity of software. Machine learning (ML) offers a promising solution for automated and real-time bug detection. This paper explores various machine learning algorithms used for bug detection, their implementation in real-time systems using Python, and the challenges faced. We also discuss performance evaluation metrics and future directions in the field.