Guidelines for Assessing the Accuracy of Log Message Template Identification Techniques

Log message template identification aims to convert raw logs containing free-formed log messages into structured logs to be processed by automated log-based analysis, such as anomaly detection and model inference. While many techniques have been proposed in the literature, only two recent studies pr...

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Bibliographische Detailangaben

Veröffentlicht in:	2022 IEEE/ACM 44th International Conference on Software Engineering (ICSE) S. 1095 - 1106
Hauptverfasser:	Khan, Zanis Ali, Shin, Donghwan, Bianculli, Domenico, Briand, Lionel
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	ACM 01.05.2022
Schlagworte:	Analytical models Anomaly detection Benchmark testing Guidelines logs Measurement metrics Software engineering template identification
ISSN:	1558-1225
Online-Zugang:	Volltext
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