Dynamic approaches to log monitoring require adaptive/incremental parsing methodology to extract meaningful features from complex, evolving data. In this preliminary study, a systematic literature review of online/incremental log parsing research is performed. An inventory of methods is taken, gaps in current research are explored, and suggestions are made for future studies.
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Lupton et al. (2021) studied this question.
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