- [[2022__NeurIPS__Root Cause Analysis of Failures in Microservices through Causal Discovery|RCD]]: - [[2022__arXiv__CausalRCA - Causal Inference based Precise Fine-grained Root Cause Localization for Microservice Applications|CausalRCA]]: [[2019__ICML__DAG-GNN - DAG Structure Learning with Graph Neural Networks|DAG-GNN]] + PageRank - [[2021__ICSE__MicroDiag - Fine-grained Performance Diagnosis for Microservice Systems|MicroDiag]]: [[DirectLiNGAM]] + PageRank - [[2021__ACSOS__Causal Inference Techniques for Microservice Performance Diagnosis - Evaluation and Guiding Recommendations|Wu+, ACSOS2021]] - [[2016__SIGMOD__DBSherlock―A Performance Diagnostic Tool for Transactional Databases|DBSherlock]] - [[2020__IWQoS__Localizing Failure Root Causes in a Microservice through Causality Inference|MicroCause]]