265 citations · 422 across the 17 of their papers we have counts for
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cs.SE2020★ 10 cited
Improving Problem Identification via Automated Log Clustering using Dimensionality Reduction
Carl Martin Rosenberg, Leon Moonen
Goal: We consider the problem of automatically grouping logs of runs that failed for the same underlying reasons, so that they can be treated more effectively, and investigate the…
cs.SE2020★ 20 cited
Spectrum-Based Log Diagnosis
Carl Martin Rosenberg, Leon Moonen
We present and evaluate Spectrum-Based Log Diagnosis (SBLD), a method to help developers quickly diagnose problems found in complex integration and deployment runs. Inspired by Spe…