Accepted by Journal of Systems and Software
1.pip install -r requirements.txt
2.Run "Semlog/benchmark/Semlog_benchmark.py" to get the results of Semlog directly.
3.Run "logparsers/*.py" to reproduce results of existing parsers
- docker pull docker.io/gaiusyu/semlog:v1
- docker run -it --gpus '"device=0"' --name semlog gaiusyu/semlog:v1
The existing parser code reproduced in this paper relies on LogPai.
For the parsers compared in our experiment, we reproduce the code in https://github.com/logpai/logparser.
paper link: https://arxiv.org/pdf/1811.03509.pdf.