2 papers
cs.SE2026
A Multi-Dataset Benchmark for Evaluating LLM Agents in Microservice Failure Diagnosis
Yuanhong Cai, Xiaohui Nie, Kanglin Yin +8
LLM-based agents are reshaping microservice operations into AgentOps, where benchmarks are key to evaluating failure diagnosis over multimodal observability data. However, existing…
cs.SE2024
LogParser-LLM: Advancing Efficient Log Parsing with Large Language Models
Aoxiao Zhong, Dengyao Mo, Guiyang Liu +6
Logs are ubiquitous digital footprints, playing an indispensable role in system diagnostics, security analysis, and performance optimization. The extraction of actionable insights…