activity
20242026
most citedPreprocessing is All You Need: Boosting the Performance of Log Parsers With a General Preprocessing Framework

1 citations · 1 across the 7 of their papers we have counts for

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7 papers

cs.SE2026

An Empirical Study of Policy-as-Code Adoption in Open-Source Software Projects

Patrick Loic Foalem, Foutse Khomh, Leuson Da Silva +1

\textbf{Context:} Policy-as-Code (PaC) has become a foundational approach for embedding governance, compliance, and security requirements directly into software systems. While orga…

cs.SE2026

Empirical Characterization of Logging Smells in Machine Learning Code

Patrick Loic Foalem, Leuson Da Silva, Foutse Khomh +2

\underline{Context:} Logging is a fundamental yet complex practice in software engineering, essential for monitoring, debugging, and auditing software systems. With the increasing…

cs.SE2025

A Story About Cohesion and Separation: Label-Free Metric for Log Parser Evaluation

Qiaolin Qin, Jianchen Zhao, Heng Li +2

Log parsing converts log messages into structured event templates, allowing for automated log analysis and reducing manual inspection effort. To select the most compatible parser f…

cs.SE2025

Logging Requirement for Continuous Auditing of Responsible Machine Learning-based Applications

Patrick Loic Foalem, Leuson Da Silva, Foutse Khomh +2

Machine learning (ML) is increasingly applied across industries to automate decision-making, but concerns about ethical and legal compliance remain due to limited transparency, fai…

cs.SE2025

Plug it and Play on Logs: A Configuration-Free Statistic-Based Log Parser

Qiaolin Qin, Xingfang Wu, Heng Li +1

Log parsing is an essential task in log analysis, and many tools have been designed to accomplish it. Existing log parsers can be categorized into statistic-based and semantic-base…

cs.SE20241 cited

Preprocessing is All You Need: Boosting the Performance of Log Parsers With a General Preprocessing Framework

Qiaolin Qin, Roozbeh Aghili, Heng Li +1

Log parsing has been a long-studied area in software engineering due to its importance in identifying dynamic variables and constructing log templates. Prior work has proposed many…