Short Communication: Real-Time Anomaly Detection in Container Logs Using BERT Embeddings
Abstract
We apply BERT embeddings for log template encoding, achieving 0.95 F1 score on 20GB of Kubernetes logs with adaptive clustering.
Cite this article
Dubois, E., W�jcik, K., & Mehta, R. (2025). Short Communication: Real-Time Anomaly Detection in Container Logs Using BERT Embeddings. Research Explorations in Global Knowledge & Technology (REGKT), 4 (1). Retrieved from https://regkt.com/article.php?id=190&slug=short-communication-anomaly-detection-container-logs-bert