Hybrid log parsing is a superset of existing log parsing research that targets single-line logs. It focuses on single-line logs (e.g., typical execution logs), multi-line logs (e.g, exception logs or tabular system status logs), and their mix.
Hybrid log parsers are designed to handle hybrid log parsing task, which is challenging for traditional log parsers due to the structural variability of hybrid logs.
| Dataset | Description | #Event Template | #Table Template | # Text Template | Raw size |
|---|---|---|---|---|---|
| HiBench | The logs of a common benchmark for HPC | 93 | 7 | 43 | 1.6MB |
| CTS | The system logs from a cloud testing service | 92 | 7 | 18 | 61KB |
| Parsers | Paper Title |
|---|---|
| Hue | Junjielong Xu, Qiuai Fu, Zhouruixing Zhu, Yutong Cheng, Zhijing Li, Yuchi Ma, Pinjia He. Hue: A User-Adaptive Parser for Hybrid Logs. Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE), 2023 |