Root Cause Analysis In Microservice Using Neural Granger Causal Discovery

2 February 2024

Papers citing "Root Cause Analysis In Microservice Using Neural Granger Causal Discovery"

6 / 6 papers shown

Title
GAL-MAD: Towards Explainable Anomaly Detection in Microservice Applications Using Graph Attention Networks Lahiru Akmeemana Chamodya Attanayake Husni Faiz Sandareka Wickramanayake MLAU AI4TS 64 0 0 31 Mar 2025
Time Series Domain Adaptation via Latent Invariant Causal Mechanism Ruichu Cai Junxian Huang Zhenhui Yang Zijian Li Emadeldeen Eldele Min Wu Fuchun Sun OOD CML BDL AI4TS 54 0 0 23 Feb 2025
Root Cause Localization for Microservice Systems in Cloud-edge Collaborative Environments Yuhan Zhu Jian Wang Bing Li Xuxian Tang Hao Li Neng Zhang Yuqi Zhao 27 2 0 19 Jun 2024
Root Cause Analysis of Outliers with Missing Structural Knowledge Nastaran Okati Sergio Hernan Garrido Mejia William Orchard Patrick Blöbaum Dominik Janzing 25 2 0 07 Jun 2024
Causal Discovery from Temporal Data: An Overview and New Perspectives Chang Gong Di Yao Chuzhe Zhang Wenbin Li Jingping Bi AI4TS CML 16 17 0 17 Mar 2023
CausalRCA: Causal Inference based Precise Fine-grained Root Cause Localization for Microservice Applications Ruyue Xin Peng Chen Zhiming Zhao 21 36 0 06 Sep 2022