Capturing, indexing, clustering, and retrieving system history

By Ira Cohen, Steve Zhang, Moisés Goldszmidt, Julie Symons, Terence Kelly, Armando Fox. Symposium on Operating Systems Principles, 2005

336 citations recorded by the source corpus.

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Detecting large-scale system problems by mining console logs (2009, background): “, 2007), finding root causes for operational problems (Cohen et al., 2005; Bodik et al., 2010), predicting performance and resource utilization (Ganapathi et al.”
Structured Comparative Analysis of Systems Logs to Diagnose Performance Problems (2012, neutral): “There is also research in applying machine learning to logs of faulty executions, to categorize them [3,7] and also predict the root cause [5].”