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Add Brain to LOGPAI (#102)
* add Brain to LOGPAI * Add some required information of Brain * Remove unnecessary requirements * Keep license same with license file * Add copyright to file header --------- Co-authored-by: PaperReviewww <3111765384@qq.com> Co-authored-by: zhujiem <zhujiem@users.noreply.github.com>
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‎LICENSE.md‎

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The logparser package contains a set of open-source log parsers. Some of them are developed based on third-party libraries. Therefore, each log parser is released under an independent license as follows.
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| Library | License | Reference Link |
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|:------------:|:--------------:|:--------------------------------------------------|
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| AEL | Apache-2.0 | N/A |
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| Drain | Apache-2.0 | N/A |
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| IPLoM | Apache-2.0 | N/A |
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| LFA | Apache-2.0 | N/A |
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| LKE | Apache-2.0 | N/A |
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| logmatch | Apache-2.0 | N/A |
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| LogSig | Apache-2.0 | N/A |
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| SHISO | Apache-2.0 | N/A |
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| Spell | Apache-2.0 | N/A |
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| SLCT | GPL-2.0 | http://ristov.github.io/slct/ |
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| LogCluster | GPL-2.0 | https://github.com/ristov/logcluster |
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| LenMa | BSD | https://github.com/keiichishima/templateminer |
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| MoLFI | Apache-2.0 | https://github.com/SalmaMessaoudi/MoLFI |
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| LogMine | GPL | https://gist.github.com/aziele/6192a38862ce569fe1b9cbe377339fbe |
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| Logram | Apache-2.0 | https://github.com/BlueLionLogram/Logram |
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| ULP | MIT | https://github.com/SRT-Lab/ULP |
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| Library | License | Reference Link |
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|:----------:|:--------------:|:----------------------------------------------------------------|
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| AEL | Apache-2.0 | N/A |
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| Drain | Apache-2.0 | N/A |
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| IPLoM | Apache-2.0 | N/A |
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| LFA | Apache-2.0 | N/A |
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| LKE | Apache-2.0 | N/A |
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| logmatch | Apache-2.0 | N/A |
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| LogSig | Apache-2.0 | N/A |
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| SHISO | Apache-2.0 | N/A |
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| Spell | Apache-2.0 | N/A |
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| SLCT | GPL-2.0 | http://ristov.github.io/slct/ |
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| LogCluster | GPL-2.0 | https://github.com/ristov/logcluster |
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| LenMa | BSD | https://github.com/keiichishima/templateminer |
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| MoLFI | Apache-2.0 | https://github.com/SalmaMessaoudi/MoLFI |
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| LogMine | GPL | https://gist.github.com/aziele/6192a38862ce569fe1b9cbe377339fbe |
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| Logram | Apache-2.0 | https://github.com/BlueLionLogram/Logram |
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| ULP | MIT | https://github.com/SRT-Lab/ULP |
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| Brain | Apache-2.0 | https://github.com/gaiusyu/Brain |

‎README.md‎

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### Log parsers available:
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| Publication | Parser | Paper Reference |
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| :---: | :---: | :--- |
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| IPOM'03 | [SLCT](https://github.com/logpai/logparser/tree/main/logparser/SLCT#slct) | [A Data Clustering Algorithm for Mining Patterns from Event Logs](https://ristov.github.io/publications/slct-ipom03-web.pdf), by Risto Vaarandi. |
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| QSIC'08 | [AEL](https://github.com/logpai/logparser/tree/main/logparser/AEL#ael) | [Abstracting Execution Logs to Execution Events for Enterprise Applications](https://www.researchgate.net/publication/4366728_Abstracting_Execution_Logs_to_Execution_Events_for_Enterprise_Applications_Short_Paper), by Zhen Ming Jiang, Ahmed E. Hassan, Parminder Flora, Gilbert Hamann. |
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| KDD'09 | [IPLoM](https://github.com/logpai/logparser/tree/main/logparser/IPLoM#iplom) | [Clustering Event Logs Using Iterative Partitioning](https://web.cs.dal.ca/~makanju/publications/paper/kdd09.pdf), by Adetokunbo Makanju, A. Nur Zincir-Heywood, Evangelos E. Milios. |
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| ICDM'09 | [LKE](https://github.com/logpai/logparser/tree/main/logparser/LKE#lke) | [Execution Anomaly Detection in Distributed Systems through Unstructured Log Analysis](https://www.microsoft.com/en-us/research/wp-content/uploads/2016/02/DM790-CR.pdf), by Qiang Fu, Jian-Guang Lou, Yi Wang, Jiang Li. [**Microsoft**] |
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| MSR'10 | [LFA](https://github.com/logpai/logparser/tree/main/logparser/LFA#lfa) | [Abstracting Log Lines to Log Event Types for Mining Software System Logs](http://www.se.rit.edu/~mei/publications/pdfs/Abstracting-Log-Lines-to-Log-Event-Types-for-Mining-Software-System-Logs.pdf), by Meiyappan Nagappan, Mladen A. Vouk. |
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| CIKM'11 | [LogSig](https://github.com/logpai/logparser/tree/main/logparser/LogSig#logsig) | [LogSig: Generating System Events from Raw Textual Logs](https://users.cs.fiu.edu/~taoli/pub/liang-cikm2011.pdf), by Liang Tang, Tao Li, Chang-Shing Perng. |
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| SCC'13 | [SHISO](https://github.com/logpai/logparser/tree/main/logparser/SHISO#shiso) | [Incremental Mining of System Log Format](http://ieeexplore.ieee.org/document/6649746/), by Masayoshi Mizutani. |
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| CNSM'15 | [LogCluster](https://github.com/logpai/logparser/tree/main/logparser/LogCluster#logcluster) | [LogCluster - A Data Clustering and Pattern Mining Algorithm for Event Logs](http://dl.ifip.org/db/conf/cnsm/cnsm2015/1570161213.pdf), by Risto Vaarandi, Mauno Pihelgas. |
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| CNSM'15 | [LenMa](https://github.com/logpai/logparser/tree/main/logparser/LenMa#lenma) | [Length Matters: Clustering System Log Messages using Length of Words](https://arxiv.org/pdf/1611.03213.pdf), by Keiichi Shima. |
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| CIKM'16 | [LogMine](https://github.com/logpai/logparser/tree/main/logparser/LogMine#logmine) | [LogMine: Fast Pattern Recognition for Log Analytics](http://www.cs.unm.edu/~mueen/Papers/LogMine.pdf), by Hossein Hamooni, Biplob Debnath, Jianwu Xu, Hui Zhang, Geoff Jiang, Adbullah Mueen. [**NEC**] |
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| ICDM'16 | [Spell](https://github.com/logpai/logparser/tree/main/logparser/Spell#spell) | [Spell: Streaming Parsing of System Event Logs](https://www.cs.utah.edu/~lifeifei/papers/spell.pdf), by Min Du, Feifei Li. |
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| ICWS'17 | [Drain](https://github.com/logpai/logparser/tree/main/logparser/Drain#drain) | [Drain: An Online Log Parsing Approach with Fixed Depth Tree](https://jiemingzhu.github.io/pub/pjhe_icws2017.pdf), by Pinjia He, Jieming Zhu, Zibin Zheng, and Michael R. Lyu.|
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| ICPC'18 | [MoLFI](https://github.com/logpai/logparser/tree/main/logparser/MoLFI#molfi) | [A Search-based Approach for Accurate Identification of Log Message Formats](http://publications.uni.lu/bitstream/10993/35286/1/ICPC-2018.pdf), by Salma Messaoudi, Annibale Panichella, Domenico Bianculli, Lionel Briand, Raimondas Sasnauskas. |
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| TSE'20 | [Logram](https://github.com/logpai/logparser/tree/main/logparser/Logram#logram) | [Logram: Efficient Log Parsing Using n-Gram Dictionaries](https://arxiv.org/pdf/2001.03038.pdf), by Hetong Dai, Heng Li, Che-Shao Chen, Weiyi Shang, and Tse-Hsun (Peter) Chen. |
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| ICSME'22 | [ULP](https://github.com/logpai/logparser/tree/main/logparser/ULP#ULP) | [An Effective Approach for Parsing Large Log Files](https://users.encs.concordia.ca/~abdelw/papers/ICSME2022_ULP.pdf), by Issam Sedki, Abdelwahab Hamou-Lhadj, Otmane Ait-Mohamed, Mohammed A. Shehab. |
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| Publication | Parser | Paper Reference |
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|:-----------:|:-------------------------------------------------------------------------------------------:|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
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| IPOM'03 | [SLCT](https://github.com/logpai/logparser/tree/main/logparser/SLCT#slct) | [A Data Clustering Algorithm for Mining Patterns from Event Logs](https://ristov.github.io/publications/slct-ipom03-web.pdf), by Risto Vaarandi. |
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| QSIC'08 | [AEL](https://github.com/logpai/logparser/tree/main/logparser/AEL#ael) | [Abstracting Execution Logs to Execution Events for Enterprise Applications](https://www.researchgate.net/publication/4366728_Abstracting_Execution_Logs_to_Execution_Events_for_Enterprise_Applications_Short_Paper), by Zhen Ming Jiang, Ahmed E. Hassan, Parminder Flora, Gilbert Hamann. |
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| KDD'09 | [IPLoM](https://github.com/logpai/logparser/tree/main/logparser/IPLoM#iplom) | [Clustering Event Logs Using Iterative Partitioning](https://web.cs.dal.ca/~makanju/publications/paper/kdd09.pdf), by Adetokunbo Makanju, A. Nur Zincir-Heywood, Evangelos E. Milios. |
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| ICDM'09 | [LKE](https://github.com/logpai/logparser/tree/main/logparser/LKE#lke) | [Execution Anomaly Detection in Distributed Systems through Unstructured Log Analysis](https://www.microsoft.com/en-us/research/wp-content/uploads/2016/02/DM790-CR.pdf), by Qiang Fu, Jian-Guang Lou, Yi Wang, Jiang Li. [**Microsoft**] |
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| MSR'10 | [LFA](https://github.com/logpai/logparser/tree/main/logparser/LFA#lfa) | [Abstracting Log Lines to Log Event Types for Mining Software System Logs](http://www.se.rit.edu/~mei/publications/pdfs/Abstracting-Log-Lines-to-Log-Event-Types-for-Mining-Software-System-Logs.pdf), by Meiyappan Nagappan, Mladen A. Vouk. |
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| CIKM'11 | [LogSig](https://github.com/logpai/logparser/tree/main/logparser/LogSig#logsig) | [LogSig: Generating System Events from Raw Textual Logs](https://users.cs.fiu.edu/~taoli/pub/liang-cikm2011.pdf), by Liang Tang, Tao Li, Chang-Shing Perng. |
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| SCC'13 | [SHISO](https://github.com/logpai/logparser/tree/main/logparser/SHISO#shiso) | [Incremental Mining of System Log Format](http://ieeexplore.ieee.org/document/6649746/), by Masayoshi Mizutani. |
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| CNSM'15 | [LogCluster](https://github.com/logpai/logparser/tree/main/logparser/LogCluster#logcluster) | [LogCluster - A Data Clustering and Pattern Mining Algorithm for Event Logs](http://dl.ifip.org/db/conf/cnsm/cnsm2015/1570161213.pdf), by Risto Vaarandi, Mauno Pihelgas. |
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| CNSM'15 | [LenMa](https://github.com/logpai/logparser/tree/main/logparser/LenMa#lenma) | [Length Matters: Clustering System Log Messages using Length of Words](https://arxiv.org/pdf/1611.03213.pdf), by Keiichi Shima. |
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| CIKM'16 | [LogMine](https://github.com/logpai/logparser/tree/main/logparser/LogMine#logmine) | [LogMine: Fast Pattern Recognition for Log Analytics](http://www.cs.unm.edu/~mueen/Papers/LogMine.pdf), by Hossein Hamooni, Biplob Debnath, Jianwu Xu, Hui Zhang, Geoff Jiang, Adbullah Mueen. [**NEC**] |
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| ICDM'16 | [Spell](https://github.com/logpai/logparser/tree/main/logparser/Spell#spell) | [Spell: Streaming Parsing of System Event Logs](https://www.cs.utah.edu/~lifeifei/papers/spell.pdf), by Min Du, Feifei Li. |
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| ICWS'17 | [Drain](https://github.com/logpai/logparser/tree/main/logparser/Drain#drain) | [Drain: An Online Log Parsing Approach with Fixed Depth Tree](https://jiemingzhu.github.io/pub/pjhe_icws2017.pdf), by Pinjia He, Jieming Zhu, Zibin Zheng, and Michael R. Lyu. |
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| ICPC'18 | [MoLFI](https://github.com/logpai/logparser/tree/main/logparser/MoLFI#molfi) | [A Search-based Approach for Accurate Identification of Log Message Formats](http://publications.uni.lu/bitstream/10993/35286/1/ICPC-2018.pdf), by Salma Messaoudi, Annibale Panichella, Domenico Bianculli, Lionel Briand, Raimondas Sasnauskas. |
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| TSE'20 | [Logram](https://github.com/logpai/logparser/tree/main/logparser/Logram#logram) | [Logram: Efficient Log Parsing Using n-Gram Dictionaries](https://arxiv.org/pdf/2001.03038.pdf), by Hetong Dai, Heng Li, Che-Shao Chen, Weiyi Shang, and Tse-Hsun (Peter) Chen. |
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| ICSME'22 | [ULP](https://github.com/logpai/logparser/tree/main/logparser/ULP#ULP) | [An Effective Approach for Parsing Large Log Files](https://users.encs.concordia.ca/~abdelw/papers/ICSME2022_ULP.pdf), by Issam Sedki, Abdelwahab Hamou-Lhadj, Otmane Ait-Mohamed, Mohammed A. Shehab. |
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| TSC'23 | [Brain](https://github.com/logpai/logparser/tree/main/logparser/Brain#Brain) | [Brain: Log Parsing with Bidirectional Parallel Tree](https://ieeexplore.ieee.org/abstract/document/10109145), by Siyu Yu, Pinjia He, Ningjiang Chen, Yifan Wu. |
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:bulb: Welcome to submit a PR to push your parser code to logparser and add your paper to the table.
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