Showing 1–20 of 20 results
/ Date/ Name
Nov 3, 2025MicroRemed: Benchmarking LLMs in Microservices RemediationAug 12, 2025A Survey on Parallel Text Generation: From Parallel Decoding to Diffusion Language ModelsJun 23, 2025A Survey of AIOps in the Era of Large Language ModelsAug 28, 2025Adaptive Root Cause Localization for Microservice Systems with Multi-Agent Recursion-of-ThoughtJan 6, 2026Hypothesize-Then-Verify: Speculative Root Cause Analysis for Microservices with Pathwise ParallelismMar 23, 2026Efficient Failure Management for Multi-Agent Systems with Reasoning Trace RepresentationApr 9, 2025AgentFM: Role-Aware Failure Management for Distributed Databases with LLM-Driven Multi-AgentsJan 6, 2026Agentic Memory Enhanced Recursive Reasoning for Root Cause Localization in MicroservicesSep 7, 2024Reducing Events to Augment Log-based Anomaly Detection Models: An Empirical StudyJun 17, 2024A Survey of AIOps for Failure Management in the Era of Large Language ModelsMar 23, 2026RuntimeSlicer: Towards Generalizable Unified Runtime State Representation for Failure ManagementJun 12, 2024Multivariate Log-based Anomaly Detection for Distributed DatabaseMay 3, 2025LogDB: Multivariate Log-based Failure Diagnosis for Distributed Databases (Extended from MultiLog)Apr 26, 2025ThinkFL: Self-Refining Failure Localization for Microservice Systems via Reinforcement Fine-TuningApr 13, 2026E2E-REME: Towards End-to-End Microservices Auto-Remediation via Experience-Simulation Reinforcement Fine-TuningAug 10, 2025Omni-SafetyBench: A Benchmark for Safety Evaluation of Audio-Visual Large Language ModelsDec 10, 2025d-TreeRPO: Towards More Reliable Policy Optimization for Diffusion Language ModelsSep 29, 2025Walk the Talk: Is Your Log-based Software Reliability Maintenance System Really Reliable?Sep 29, 2025United We Stand: Towards End-to-End Log-based Fault Diagnosis via Interactive Multi-Task LearningSep 29, 2025LogAction: Consistent Cross-system Anomaly Detection through Logs via Active Domain Adaptation