Causal AI-based Root Cause Identification: Research to Practice at Scale
Fuente:
arXiv
Guardado en:
| Autores principales: | Jha, Saurabh, Rahane, Ameet, Shwartz, Laura, Palaci-Olgun, Marc, Bagehorn, Frank, Rios, Jesus, Stingaciu, Dan, Kattinakere, Ragu, Banerjee, Debasish |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
PRAXIS: Integrating Program Analysis with Observability for Root-Cause Analysis
por: Cui, Shengkun, et al.
Publicado: (2025)
por: Cui, Shengkun, et al.
Publicado: (2025)
Domain-Adversarial Transfer Learning for Fault Root Cause Identification in Cloud Computing Systems
por: Fang, Bruce, et al.
Publicado: (2025)
por: Fang, Bruce, et al.
Publicado: (2025)
QEIL v2: Heterogeneous Computing for Edge Intelligence via Roofline-Derived Pareto-Optimal Energy Modeling and Multi-Objective Orchestration
por: Kumar, Satyam, et al.
Publicado: (2026)
por: Kumar, Satyam, et al.
Publicado: (2026)
A Decentralized Root Cause Localization Approach for Edge Computing Environments
por: Fernando, Duneesha, et al.
Publicado: (2025)
por: Fernando, Duneesha, et al.
Publicado: (2025)
A Cascaded Graph Neural Network for Joint Root Cause Localization and Analysis in Edge Computing Environments
por: Fernando, Duneesha, et al.
Publicado: (2026)
por: Fernando, Duneesha, et al.
Publicado: (2026)
CPU-Limits kill Performance: Time to rethink Resource Control
por: Shetty, Chirag, et al.
Publicado: (2025)
por: Shetty, Chirag, et al.
Publicado: (2025)
INDIGO: Page Migration for Hardware Memory Disaggregation Across a Network
por: Patke, Archit, et al.
Publicado: (2025)
por: Patke, Archit, et al.
Publicado: (2025)
Root Cause Analysis In Microservice Using Neural Granger Causal Discovery
por: Lin, Cheng-Ming, et al.
Publicado: (2024)
por: Lin, Cheng-Ming, et al.
Publicado: (2024)
LEO: Tracing GPU Stall Root Causes via Cross-Vendor Backward Slicing
por: Xia, Yuning, et al.
Publicado: (2026)
por: Xia, Yuning, et al.
Publicado: (2026)
Optimal Uniform Circle Formation by Asynchronous Luminous Robots
por: Feletti, Caterina, et al.
Publicado: (2024)
por: Feletti, Caterina, et al.
Publicado: (2024)
Why Do AI Agents Systematically Fail at Cloud Root Cause Analysis?
por: Kim, Taeyoon, et al.
Publicado: (2026)
por: Kim, Taeyoon, et al.
Publicado: (2026)
Forge-UGC: FX optimization and register-graph engine for universal graph compiler
por: Kumar, Satyam, et al.
Publicado: (2026)
por: Kumar, Satyam, et al.
Publicado: (2026)
Universal Dancing by Luminous Robots under Sequential Schedulers
por: Feletti, Caterina, et al.
Publicado: (2025)
por: Feletti, Caterina, et al.
Publicado: (2025)
Universal Pattern Formation by Oblivious Robots Under Sequential Schedulers
por: Flocchini, Paola, et al.
Publicado: (2024)
por: Flocchini, Paola, et al.
Publicado: (2024)
Memory-Centric Computing: Solving Computing's Memory Problem
por: Mutlu, Onur, et al.
Publicado: (2025)
por: Mutlu, Onur, et al.
Publicado: (2025)
StreamServe: Adaptive Speculative Flows for Low-Latency Disaggregated LLM Serving
por: Kumar, Satyam, et al.
Publicado: (2026)
por: Kumar, Satyam, et al.
Publicado: (2026)
STRATUS: A Multi-agent System for Autonomous Reliability Engineering of Modern Clouds
por: Chen, Yinfang, et al.
Publicado: (2025)
por: Chen, Yinfang, et al.
Publicado: (2025)
Mazzaroth: A High-Throughput DAG Consensus with State Root
por: Li, Haohan
Publicado: (2025)
por: Li, Haohan
Publicado: (2025)
Report on Challenges of Practical Reproducibility for Systems and HPC Computer Science
por: Keahey, Kate, et al.
Publicado: (2025)
por: Keahey, Kate, et al.
Publicado: (2025)
Quantum Mini-Apps: A Framework for Developing and Benchmarking Quantum-HPC Applications
por: Saurabh, Nishant, et al.
Publicado: (2024)
por: Saurabh, Nishant, et al.
Publicado: (2024)
Integrating and Characterizing HPC Task Runtime Systems for hybrid AI-HPC workloads
por: Merzky, Andre, et al.
Publicado: (2025)
por: Merzky, Andre, et al.
Publicado: (2025)
Retrofitting Service Dependency Discovery in Distributed Systems
por: Landau, Diogo, et al.
Publicado: (2025)
por: Landau, Diogo, et al.
Publicado: (2025)
SYMPHONY: Improving Memory Management for LLM Inference Workloads
por: Agarwal, Saurabh, et al.
Publicado: (2024)
por: Agarwal, Saurabh, et al.
Publicado: (2024)
CausalMesh: A Formally Verified Causally Consistent Distributed Cache with Support for Client Migration
por: Zhang, Haoran, et al.
Publicado: (2025)
por: Zhang, Haoran, et al.
Publicado: (2025)
Hierarchical Autoscaling for Large Language Model Serving with Chiron
por: Patke, Archit, et al.
Publicado: (2025)
por: Patke, Archit, et al.
Publicado: (2025)
Memory-Centric Computing: Recent Advances in Processing-in-DRAM
por: Mutlu, Onur, et al.
Publicado: (2024)
por: Mutlu, Onur, et al.
Publicado: (2024)
Byzantine Fault Tolerant Causal Ordering
por: Misra, Anshuman, et al.
Publicado: (2021)
por: Misra, Anshuman, et al.
Publicado: (2021)
DEVS/SOA: A Cross-Platform Framework for Net-centric Modeling and Simulation in DEVS Unified Process
por: Mittal, Saurabh, et al.
Publicado: (2024)
por: Mittal, Saurabh, et al.
Publicado: (2024)
Optimal Checkpoint Interval with Availability as an Objective Function
por: Saxena, Nirmal Raj, et al.
Publicado: (2024)
por: Saxena, Nirmal Raj, et al.
Publicado: (2024)
Multi-Objective Optimization of Consumer Group Autoscaling in Message Broker Systems
por: Landau, Diogo, et al.
Publicado: (2024)
por: Landau, Diogo, et al.
Publicado: (2024)
Fog Device-as-a-Service (FDaaS): A Framework for Service Deployment in Public Fog Environments
por: Battula, Sudheer Kumar, et al.
Publicado: (2023)
por: Battula, Sudheer Kumar, et al.
Publicado: (2023)
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM
por: Xiang, Yong, et al.
Publicado: (2025)
por: Xiang, Yong, et al.
Publicado: (2025)
GreenWhisk: Emission-Aware Computing for Serverless Platform
por: Serenari, Jayden, et al.
Publicado: (2024)
por: Serenari, Jayden, et al.
Publicado: (2024)
Complete Graph Identification in Population Protocols
por: Kanaya, Haruki, et al.
Publicado: (2024)
por: Kanaya, Haruki, et al.
Publicado: (2024)
Metric Criticality Identification for Cloud Microservices
por: Singal, Akanksha, et al.
Publicado: (2025)
por: Singal, Akanksha, et al.
Publicado: (2025)
Optimizing Robot Dispersion on Grids: with and without Fault Tolerance
por: Banerjee, Rik, et al.
Publicado: (2024)
por: Banerjee, Rik, et al.
Publicado: (2024)
Optimal Fault-Tolerant Dispersion on Oriented Grids
por: Banerjee, Rik, et al.
Publicado: (2024)
por: Banerjee, Rik, et al.
Publicado: (2024)
Fast Online Digital Twinning on FPGA for Mission Critical Applications
por: Xu, Bin, et al.
Publicado: (2025)
por: Xu, Bin, et al.
Publicado: (2025)
SIREN: Software Identification and Recognition in HPC Systems
por: Jakobsche, Thomas, et al.
Publicado: (2025)
por: Jakobsche, Thomas, et al.
Publicado: (2025)
Optimizing FaaS Platforms for MCP-enabled Agentic Workflows
por: Kulkarni, Varad, et al.
Publicado: (2026)
por: Kulkarni, Varad, et al.
Publicado: (2026)
Ejemplares similares
-
PRAXIS: Integrating Program Analysis with Observability for Root-Cause Analysis
por: Cui, Shengkun, et al.
Publicado: (2025) -
Domain-Adversarial Transfer Learning for Fault Root Cause Identification in Cloud Computing Systems
por: Fang, Bruce, et al.
Publicado: (2025) -
QEIL v2: Heterogeneous Computing for Edge Intelligence via Roofline-Derived Pareto-Optimal Energy Modeling and Multi-Objective Orchestration
por: Kumar, Satyam, et al.
Publicado: (2026) -
A Decentralized Root Cause Localization Approach for Edge Computing Environments
por: Fernando, Duneesha, et al.
Publicado: (2025) -
A Cascaded Graph Neural Network for Joint Root Cause Localization and Analysis in Edge Computing Environments
por: Fernando, Duneesha, et al.
Publicado: (2026)