EXstream: Explaining Anomalies in Event Stream Monitoring

@inproceedings{Zhang2017EXstreamEA,
  title={EXstream: Explaining Anomalies in Event Stream Monitoring},
  author={Haopeng Zhang and Yanlei Diao and Alexandra Meliou},
  booktitle={EDBT},
  year={2017}
}
In this paper, we present the EXstream system that provides high-quality explanations for anomalous behaviors that users annotate on CEP-based monitoring results. Given the new requirements for explanations, namely, conciseness, consistency with human interpretation, and prediction power, most existing techniques cannot produce explanations that satisfy all… CONTINUE READING