Causal Inference-Based Root Cause Analysis for Online Service Systems with Intervention Recognition

13 June 2022

Papers citing "Causal Inference-Based Root Cause Analysis for Online Service Systems with Intervention Recognition"

7 / 7 papers shown

Title
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Yong Xiang C. L. Philip Chen Liyi Zeng Wei Yin Xin Liu Hu Li Wei Xu 63 0 0 03 Jun 2025
PORCA: Root Cause Analysis with Partially Observed Data Chang Gong Di Yao Jin Wang Wenbin Li Lanting Fang Yongtao Xie Kaiyu Feng Peng Han Jingping Bi 105 4 0 08 Jul 2024
LEMMA-RCA: A Large Multi-modal Multi-domain Dataset for Root Cause Analysis Lecheng Zheng Zhengzhang Chen Dongjie Wang Chengyuan Deng Reon Matsuoka Haifeng Chen 69 3 0 08 Jun 2024
Root Cause Analysis of Outliers with Missing Structural Knowledge Nastaran Okati Sergio Hernan Garrido Mejia William Orchard Patrick Blöbaum Dominik Janzing 91 2 0 07 Jun 2024
On the Fly Detection of Root Causes from Observed Data with Application to IT Systems Lei Zan Charles K. Assaad Emilie Devijver Éric Gaussier 51 1 0 09 Feb 2024
Automated Root Causing of Cloud Incidents using In-Context Learning with GPT-4 Xuchao Zhang Supriyo Ghosh Chetan Bansal Rujia Wang Ming-Jie Ma Yu Kang Saravan Rajmohan 76 28 0 24 Jan 2024
CausIL: Causal Graph for Instance Level Microservice Data Sarthak Chakraborty Shaddy Garg Shubham Agarwal Ayush Chauhan S. Saini 48 12 0 01 Mar 2023