LogRep: Log-based Anomaly Detection by Representing both Semantic and Numeric Information in Raw Messages

Xiaoda Xie, Songlei Jian, Chenlin Huang, Fengyuan Yu, Yunjia Deng. LogRep: Log-based Anomaly Detection by Representing both Semantic and Numeric Information in Raw Messages. In 34th IEEE International Symposium on Software Reliability Engineering, ISSRE 2023, Florence, Italy, October 9-12, 2023. pages 194-206, IEEE, 2023. [doi]

@inproceedings{XieJHYD23,
  title = {LogRep: Log-based Anomaly Detection by Representing both Semantic and Numeric Information in Raw Messages},
  author = {Xiaoda Xie and Songlei Jian and Chenlin Huang and Fengyuan Yu and Yunjia Deng},
  year = {2023},
  doi = {10.1109/ISSRE59848.2023.00015},
  url = {https://doi.org/10.1109/ISSRE59848.2023.00015},
  researchr = {https://researchr.org/publication/XieJHYD23},
  cites = {0},
  citedby = {0},
  pages = {194-206},
  booktitle = {34th IEEE International Symposium on Software Reliability Engineering, ISSRE 2023, Florence, Italy, October 9-12, 2023},
  publisher = {IEEE},
  isbn = {979-8-3503-1594-3},
}