Jiayi Nie, David Zheng. Ambiguity-Aware HDFS Log Anomaly Detection with Retrieval-Augmented Failure Narratives and Selective Refusal. JACS. 2023;3(1):66-80. Accessed September 5, 2026. https://ciajournal.com/index.php/JACS/article/view/405