Examining the stability of logging statements
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DOI: 10.1007/s10664-017-9518-0
Abstract: Logging statements (embedded in the source code) produce logs that assist in understanding system behavior, monitoring choke-points and debugging. Prior work showcases the importance of logging statements in operating, understanding and improving software systems. The… read more here.
Keywords: log processing; logging statements; logging statement; statement ... See more keywords
Exploring the Effectiveness of LLMs in Automated Logging Statement Generation: An Empirical Study
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DOI: 10.1109/tse.2024.3475375
Abstract: Automated logging statement generation supports developers in documenting critical software runtime behavior. While substantial recent research has focused on retrieval-based and learning-based methods, results suggest they fail to provide appropriate logging statements in real-world complex… read more here.
Keywords: logging statement; generation; statement generation; language ... See more keywords