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Log Anomaly Detection Timing on HDFS
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1,520
Train Time (s)
Ladle
719.68
6,121.84
11,524
16,926.16
Jul 26, 2025
Train Time (s)
Inference Time (ms)
Updated 22d ago
Evaluation Results
Method
Method
Links
Train Time (s)
Inference Time (ms)
Ladle
training samples=20K
2025.07
1,520
72.3
LLM-AD
training samples=20K
2025.07
10,440
182
FastLogAD
training samples=20K
2025.07
10,583
43.9
LogRobust
training samples=20K
2025.07
18,792
5.84
LogAnomaly
training samples=20K
2025.07
19,332
6.47
DeepLog
training samples=20K
2025.07
21,528
0.77
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