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Log Anomaly Detection on Hadoop Dataset
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7.72
Training Time (Overall, s)
LSTM
-96.5828
607.4611
1,311.505
2,015.5489
Dec 29, 2025
Training Time (Overall, s)
Training Time (Per-sample, s)
Inference Time (Overall, s)
Inference Time (Per-sample, s)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Training Time (Overall, s)
Training Time (Per-sample, s)
Inference Time (Overall, s)
Inference Time (Per-sample, s)
LSTM
2025.12
7.72
0.0011
0.14
0
Transformer
2025.12
9.05
0.0013
0.09
0
Convolutional Neural Network
2025.12
14.85
0.0022
0.07
0
Attentional BiLSTM
2025.12
25.71
0.0037
0.21
0
CoLog
2025.12
2,479.02
0.0108
124
0.0034
pylogsentiment
2025.12
2,615.29
0.0114
94.78
0.0026
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