2025
Protecting Privacy in Software Logs: What Should be Anonymized? Proceedings Article
In: Proceedings of the ACM on Software Engineering (FSE), pp. 1317–1338, ACM 2025.
LogLSHD: Fast Log Parsing with Locality-Sensitive Hashing and Dynamic Time Warping Proceedings Article
In: Companion Proceedings of the 33rd ACM International Conference on the Foundations of Software Engineering, pp. 11-20, ACM 2025.
Preprocessing is All You Need: Boosting the Performance of Log Parsers With a General Preprocessing Framework Proceedings Article
In: Proceedings of the 32nd IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), pp. 310–320, IEEE 2025.
What information contributes to log-based anomaly detection? Insights from a configurable transformer-based approach Journal Article
In: Automated Software Engineering (ASE), vol. 32, no. 58, pp. 1–29, 2025.
2024
A Literature Review and Existing Challenges on Software Logging Practices - From the Creation to the Analysis of Software Logs Journal Article
In: Empirical Software Engineering (EMSE), vol. 29, no. 103, pp. 61 pages, 2024.
2023
PILAR: Studying and Mitigating the Influence of Configurations on Log Parsing Proceedings Article
In: Proceedings of the 45rd International Conference on Software Engineering (ICSE), pp. 818–829, IEEE 2023.
On the Effectiveness of Log Representation for Log-based Anomaly Detection Journal Article
In: Empirical Software Engineering (EMSE), vol. 28, no. 137, pp. 39 pages, 2023.
2022
LogAssist: Assisting Log Analysis Through Log Summarization Journal Article
In: IEEE Transactions on Software Engineering (TSE), vol. 48, no. 9, pp. 3227–3241, 2022.
2020
Logram: Efficient Log Parsing Using n-Gram Dictionaries Journal Article
In: IEEE Transactions on Software Engineering (TSE), vol. 48, no. 3, pp. 879–892, 2020.
A Study of the Performance of General Compressors on Log Files Journal Article
In: Empirical Software Engineering (EMSE), vol. 25, no. 5, pp. 3043–3085, 2020.