Mika V. Mäntylä
2 papers · Latest:
Software Engineering
Multi-Agent Systems for Root Cause Analysis in Microservices
LATS-RCA is a multi-agent LLM framework that uses reflection-guided tree search to automate root cause analysis in complex microservice systems.
2605.03505
Software EngineeringA Comparative Study of Semantic Log Representations for Software Log-based Anomaly Detection
This paper benchmarks semantic log representations for anomaly detection and proposes QTyBERT, balancing effectiveness and efficiency.
2604.08028
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