3 papers
cs.SE2026
Anomaly Detection and Root Cause Analysis for Microservice Systems
Luan Pham
Microservice systems are widely used to build cloud applications, yet their complexity makes failures inevitable, degrading user experience and causing economic loss. Automated ano…
stat.ME2026
Minimum Specification Perturbation: Robustness as Distance-to-Falsification in Causal Inference
Hoang Dang, Luan Pham, Minh Nguyen
Empirical causal claims depend on many analyst decisions, from selecting covariates to choosing estimators. Existing robustness tools summarize how results vary across these choice…
cs.LG2026
EventADL: Open-Box Anomaly Detection and Localization Framework for Events in Cloud-Based Service Systems
Luan Pham, Victor Nicolet, Joey Dodds +2
Anomaly detection and localization (ADL) is critical for maintaining reliability and availability in cloud systems. Recent ADL developments focus on metric and log data, leaving ev…