conftrace_

root cause analysis

20 papers

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Also known as

RCA

Co-occurring keywords

causal discovery (460) anomaly detection (747) causal inference (1630) multi-agent system (1819) performance debugging (5) performance profiling (5) functional causal model (4) fault diagnosis (16) taint tracking (1) graph exploration (6)

Papers

RCAFlow: A Workflow-Informed Hierarchical Planning Multi-Agent System for Root Cause Analysis AAAI 2026
CausalTrace: A Neurosymbolic Causal Analysis Agent for Smart Manufacturing AAAI 2026
CausalPulse: Agentic Copilot for Root Cause Analysis in Smart Manufacturing AAAI 2026
Incident Diagnosing and Reporting System Based on Retrieval Augmented Large Language Model AAAI 2025
ExChain: Exception Dependency Analysis for Root Cause Diagnosis NSDI 2024
Unveiling Latent Causal Rules: A Temporal Point Process Approach for Abnormal Event Explanation AISTATS 2024
Root Cause Explanation of Outliers under Noisy Mechanisms AAAI 2024
Root Cause Analysis in Microservice Using Neural Granger Causal Discovery AAAI 2024
mABC: Multi-Agent Blockchain-inspired Collaboration for Root Cause Analysis in Micro-Services Architecture EMNLP 2024
The PetShop Dataset — Finding Causes of Performance Issues across Microservices CLEAR 2024
Relational Debugging --- Pinpointing Root Causes of Performance Problems OSDI 2023
Sample-Specific Root Causal Inference with Latent Variables CLEAR 2023
Root Cause Analysis of Failures in Microservices through Causal Discovery NIPS 2022
CCA: An ML Pipeline for Cloud Anomaly Troubleshooting AAAI 2022
Causal structure-based root cause analysis of outliers ICML 2022
Debugging Transient Faults in Data Centers using Synchronized Network-wide Packet Histories NSDI 2021
How Causal Structural Knowledge Adds Decision-Support in Monitoring of Automotive Body Shop Assembly Lines IJCAI 2020
Model-Based Diagnosis for Cyber-Physical Production Systems Based on Machine Learning and Residual-Based Diagnosis Models AAAI 2019
Non-Intrusive Performance Profiling for Entire Software Stacks Based on the Flow Reconstruction Principle OSDI 2016
Root Cause Analysis of Miscommunication Hotspots in Spoken Dialogue Systems INTERSPEECH 2016