[[2024__ASE__Root Cause Analysis for Microservices based on Causal Inference - How Far Are We?]]では、今後の研究の方向性の一つとして、"Develop End-to-end Anomaly Detection and RCA"が提示されている。故障発生時間のような提供情報の必要性がなくなる。これに該当する論文を列挙する。 - [[2024__SoCC__Vista - Machine learning based database performance troubleshooting framework in Amazon RDS]] - [[2024__Transactions on Reliability__Multilayered Fault Detection and Localization With Transformer for Microservice Systems]] - [[2024__ICSE-SEIP__Autonomous Monitors for Detecting Failures Early and Reporting Interpretable Alerts in Cloud Operations]] - [[2020__ISSRE__SwissLog―Robust Anomaly Detection and Localization for Interleaved Unstructured Log]] - [[2022__ICWS__TS-InvarNet - Anomaly Detection and Localization based on Tempo-spatial KPI Invariants in Distributed Services]]