LogCDM detects log anomalies on CPU with an 8M-parameter model
It reports F1 of 0.984 on HDFS and scores a session in 5.5-10.5 ms without a GPU.
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Stories tagged #log-anomaly-detection
Towards Understanding LLM-Based Log Anomaly Detection: An Empirical Study of Performance, Efficiency, and Robustness
Study finds LLM adaptation strategy, not scale alone, drives log-anomaly detection gaps, cost, and noise robustness.