A Framework for System Event Classification and Prediction by Means of Machine Learning

Pitakrat, Teerat and Grunert, Jonas and Kabierschke, Oliver and Keller, Fabian and Hoorn, Andre van (2015) A Framework for System Event Classification and Prediction by Means of Machine Learning. In: 8th International Conference on Performance Evaluation Methodologies and Tools.

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Abstract

During operation, software systems produce large amounts of log events, comprising notifications of different severity from various hardware and software components. These data include important information that helps to diagnose problems in the system, e.g., post-mortem root cause analysis. Manual

Item Type: Conference or Workshop Item (UNSPECIFIED)
Date Deposited: 04 Mar 2026 10:25
Last Modified: 17 Apr 2026 18:58
URI: http://eprints.eai.eu/id/eprint/12715

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