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Title: GitHub - StruggleForCode/logparser: A machine learning toolkit for log parsing [ICSE'19, DSN'16] · GitHub

Open Graph Title: GitHub - StruggleForCode/logparser: A machine learning toolkit for log parsing [ICSE'19, DSN'16]

X Title: GitHub - StruggleForCode/logparser: A machine learning toolkit for log parsing [ICSE'19, DSN'16]

Description: A machine learning toolkit for log parsing [ICSE'19, DSN'16] - StruggleForCode/logparser

Open Graph Description: A machine learning toolkit for log parsing [ICSE'19, DSN'16] - StruggleForCode/logparser

X Description: A machine learning toolkit for log parsing [ICSE'19, DSN'16] - StruggleForCode/logparser

Opengraph URL: https://github.com/StruggleForCode/logparser

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#PR86https://github.com/logpai/logparser/pull/86
#PR85https://github.com/logpai/logparser/pull/85
#PR83https://github.com/logpai/logparser/pull/83
#PR80https://github.com/logpai/logparser/pull/80
#PR65https://github.com/logpai/logparser/pull/65
#PR57https://github.com/logpai/logparser/pull/57
#PR53https://github.com/logpai/logparser/pull/53
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https://github.com/StruggleForCode/logparser#log-parsers-available
SLCThttps://github.com/logpai/logparser/tree/main/logparser/SLCT#slct
A Data Clustering Algorithm for Mining Patterns from Event Logshttps://ristov.github.io/publications/slct-ipom03-web.pdf
↗️https://github.com/logpai/logparser/tree/main/logparser/SLCT#benchmark
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↗️https://github.com/logpai/logparser/tree/main/logparser/AEL#benchmark
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Clustering Event Logs Using Iterative Partitioninghttps://web.cs.dal.ca/~makanju/publications/paper/kdd09.pdf
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Execution Anomaly Detection in Distributed Systems through Unstructured Log Analysishttps://www.microsoft.com/en-us/research/wp-content/uploads/2016/02/DM790-CR.pdf
↗️https://github.com/logpai/logparser/tree/main/logparser/LKE#benchmark
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Abstracting Log Lines to Log Event Types for Mining Software System Logshttp://www.se.rit.edu/~mei/publications/pdfs/Abstracting-Log-Lines-to-Log-Event-Types-for-Mining-Software-System-Logs.pdf
↗️https://github.com/logpai/logparser/tree/main/logparser/LFA#benchmark
LogSighttps://github.com/logpai/logparser/tree/main/logparser/LogSig#logsig
LogSig: Generating System Events from Raw Textual Logshttps://users.cs.fiu.edu/~taoli/pub/liang-cikm2011.pdf
↗️https://github.com/logpai/logparser/tree/main/logparser/LogSig#benchmark
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Incremental Mining of System Log Formathttp://ieeexplore.ieee.org/document/6649746/
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Length Matters: Clustering System Log Messages using Length of Wordshttps://arxiv.org/pdf/1611.03213.pdf
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LogMine: Fast Pattern Recognition for Log Analyticshttp://www.cs.unm.edu/~mueen/Papers/LogMine.pdf
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↗️https://github.com/logpai/logparser/tree/main/logparser/Spell#benchmark
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https://github.com/StruggleForCode/logparser#installation
https://github.com/StruggleForCode/logparser#get-started
loghub_2k datasetshttps://github.com/logpai/logparser/tree/main/data#loghub_2k
other benchmark datasets for log parsinghttps://github.com/logpai/logparser/tree/main/data#datasets
https://github.com/logpai/logparser/tree/main/logparser/Drain#benchmarkhttps://github.com/logpai/logparser/tree/main/logparser/Drain#benchmark
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HDFS_2k.log_structured.csvhttps://github.com/logpai/logparser/blob/main/logparser/Drain/demo_result/HDFS_2k.log_structured.csv
https://github.com/StruggleForCode/logparser#production-use
licenses of third-party librarieshttps://github.com/logpai/logparser/blob/main/LICENSE.md
Drain3https://github.com/logpai/Drain3
practical enhancementshttps://github.com/logpai/Drain3#new-features
https://github.com/StruggleForCode/logparser#-citation
Tools and Benchmarks for Automated Log Parsinghttps://arxiv.org/pdf/1811.03509.pdf
An Evaluation Study on Log Parsing and Its Use in Log Mininghttps://jiemingzhu.github.io/pub/pjhe_dsn2016.pdf
https://github.com/StruggleForCode/logparser#-contributors
Pinjia He https://github.com/PinjiaHe
Zhujiem https://github.com/zhujiem
LIU, Jinyang https://github.com/JinYang88
Junjielong Xu https://github.com/Siyuexi
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