BALANCE: Bayesian Linear Attribution for Root Cause Localization

1 code implementation • 31 Jan 2023 • Chaoyu Chen, Hang Yu, Zhichao Lei, Jianguo Li, Shaokang Ren, Tingkai Zhang, Silin Hu, Jianchao Wang, Wenhui Shi

In particular, we propose BALANCE (BAyesian Linear AttributioN for root CausE localization), which formulates the problem of RCA through the lens of attribution in XAI and seeks to explain the anomalies in the target KPIs by the behavior of the candidate root causes.

Explainable Artificial Intelligence (XAI) Fault Detection +2