Short Communication: Log Template Embeddings for Online Anomaly Detection

short-communication
Received: Aug 2, 2024
Published: Aug 26, 2024
Authors: Layla Gonzalez ✉

Abstract

We embed templates with transformers and maintain drifting centroids to detect anomalies on streaming logs at 0.94 F1.

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Cite this article

Gonzalez, L. (2024). Short Communication: Log Template Embeddings for Online Anomaly Detection. Research Explorations in Global Knowledge & Technology (REGKT), 3 (8). Retrieved from https://regkt.com/article.php?id=270&slug=short-communication-log-template-embeddings-online-anomaly

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