MetaLog: Generalizable Cross-System Anomaly Detection from Logs with Meta-Learning
Author:
Affiliation:
1. Tsinghua University, Beijing, China
2. Institute for Artificial Intelligence, Peking University, Beijing, China
3. Linkedsee Technology (China) Limited, Beijing, China
4. Peking University, Beijing, China
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3597503.3639205
Reference50 articles.
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2. Shai Ben-David, John Blitzer, Koby Crammer, Alex Kulesza, Fernando Pereira, and Jennifer Wortman Vaughan. 2010. A theory of learning from different domains. Machine learning 79 (2010), 151--175.
3. LogTransfer: Cross-System Log Anomaly Detection for Software Systems with Transfer Learning
4. Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning
5. Can Better Identifier Splitting Techniques Help Feature Location?
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