DeepTraLog: Trace-Log Combined Microservice Anomaly Detection through Graph-based Deep Learning

Chenxi Zhang, Xin Peng 0001, Chaofeng Sha, Ke Zhang, Zhenqing Fu, Xiya Wu, Qingwei Lin, Dongmei Zhang 0001. DeepTraLog: Trace-Log Combined Microservice Anomaly Detection through Graph-based Deep Learning. In 44th IEEE/ACM 44th International Conference on Software Engineering, ICSE 2022, Pittsburgh, PA, USA, May 25-27, 2022. pages 623-634, IEEE, 2022. [doi]

@inproceedings{Zhang0SZFWL022,
  title = {DeepTraLog: Trace-Log Combined Microservice Anomaly Detection through Graph-based Deep Learning},
  author = {Chenxi Zhang and Xin Peng 0001 and Chaofeng Sha and Ke Zhang and Zhenqing Fu and Xiya Wu and Qingwei Lin and Dongmei Zhang 0001},
  year = {2022},
  doi = {10.1145/3510003.3510180},
  url = {https://doi.org/10.1145/3510003.3510180},
  researchr = {https://researchr.org/publication/Zhang0SZFWL022},
  cites = {0},
  citedby = {0},
  pages = {623-634},
  booktitle = {44th IEEE/ACM 44th International Conference on Software Engineering, ICSE 2022, Pittsburgh, PA, USA, May 25-27, 2022},
  publisher = {IEEE},
  isbn = {978-1-4503-9221-1},
}