136 citations · 152 across the 6 of their papers we have counts for
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cs.SE2022★ 1 cited
How to Configure Masked Event Anomaly Detection on Software Logs?
Jesse Nyyssölä, Mika Mäntylä, Martín Varela
Software Log anomaly event detection with masked event prediction has various technical approaches with countless configurations and parameters. Our objective is to provide a basel…
cs.SE2022★ 4 cited
Pinpointing Anomaly Events in Logs from Stability Testing -- N-Grams vs. Deep-Learning
Mika Mäntylä, Martín Varela, Shayan Hashemi
As stability testing execution logs can be very long, software engineers need help in locating anomalous events. We develop and evaluate two models for scoring individual log-event…