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Stream/Area:
-
Subject:
-
Paper ID:
IJSREM42112
Volume:
9 |
3 |
Mar 2025
Pages:
Publication Frequency:
Monthly (12 issues per year)
License:International Journal of Scientific Research in Engineering and Management follows the Creative Commons Attribution 4.0 (CC BY 4.0) License, allowing free use and distribution with proper attribution.
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.
KEYWORDS
Publication Date
6/2/2025
Peer Review Type
Double-Blind Peer Review
Review Rounds: 2
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Conflict of Interest
The authors declare no conflict of interest related to this research work.
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