13 citations · 13 across the 3 of their papers we have counts for
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cs.SE2024
Unlocking the Power of Numbers: Log Compression via Numeric Token Parsing
Siyu Yu, Yifan Wu, Ying Li +1
Parser-based log compressors have been widely explored in recent years because the explosive growth of log volumes makes the compression performance of general-purpose compressors…
cs.SE2024
On the Influence of Data Resampling for Deep Learning-Based Log Anomaly Detection: Insights and Recommendations
Xiaoxue Ma, Huiqi Zou, Pinjia He +4
Numerous Deep Learning (DL)-based approaches have gained attention in software Log Anomaly Detection (LAD), yet class imbalance in training data remains a challenge, with anomalies…