Unsupervised Detection of Microservice Trace Anomalies through Service-Level Deep Bayesian Networks.
Ping LiuHaowen XuQianyu OuyangRui JiaoZhekang ChenShenglin ZhangJiahai YangLinlin MoJice ZengWenman XueDan PeiPublished in: ISSRE (2020)
Keyphrases
- service level
- bayesian networks
- anomaly detection
- lead time
- supply chain
- unsupervised learning
- detection method
- inventory models
- call center
- deep architectures
- object detection
- service systems
- service level agreements
- abnormal behavior
- total cost
- detect anomalies
- conditional probabilities
- probability distribution
- public transportation
- probabilistic model