BALANCE: Bayesian Linear Attribution for Root Cause Localization
Summary: BALANCE applies Bayesian linear attribution (BMFS) to predict KPIs from candidate root causes, promoting sparsity while handling multicollinearity. It performs backward attribution with KPI merging for RCA, delivering real-time localization and measurable accuracy gains across diverse RCA tasks. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Chaoyu Chen
- 2. Hang Yu
- 3. Zhichao Lei
- 4. Jianguo Li
- 5. Shaokang Ren
- 6. Tingkai Zhang
- 7. Silin Hu
- 8. Jianchao Wang
- 9. Wenhui Shi
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,125 | DB-MAGS: Multi-Anomaly Data Generation System for Transactional Databases | 2024 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,634 | Exathlon: A Benchmark for Explainable Anomaly Detection over Time Series | 2021 | VLDB | 0.00011058945 |
| 2,139 | Diagnosing Root Causes of Intermittent Slow Queries in Cloud Databases | 2020 | VLDB | 9.4640037e-05 |
| 3,628 | OceanBase: A 707 Million tpmC Distributed Relational Database System | 2022 | VLDB | 6.9031596e-05 |
| 4,658 | ExplainIt! - A Declarative Root-cause Analysis Engine for Time Series Data | 2019 | SIGMOD | 6.0183783e-05 |
| 5,416 | GRANO: Interactive Graph-based Root Cause Analysis for Cloud-Native Distributed Data Platform | 2019 | VLDB | 5.5194955e-05 |
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