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C-based Implementation of LogCluster Algorithm

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Video Demo (content is same as the above GIF): Vimeo

Executable File Download: Google Drive


Compiling Environment: Linux

How to manually compile the source files: In terminal, change directory to this folder and execute "gcc -O2 -o logclusterc *.c" command. The executable file named "logclusterc" then will be generated.

LogCluster is a density-based data clustering algorithm for event logs, introduced by Risto Vaarandi and Mauno Pihelgas in 2015.

A detialed discussion of the LogCluster algorithm can be found in the paper (http://ristov.github.io/publications/cnsm15-logcluster-web.pdf) published at CNSM 2015.

The C-based implementation of LogCluster algorithm is called LogClusterC.

LogClusterC borrows lots of source code from another open source data mining tool SLCT: http://ristov.github.io/slct/ .

The information of LogCluster algorithm and its prototype implementation in Perl: http://ristov.github.io/logcluster/ .

The history versions of LogCluster in Perl: https://github.com/ristov/logcluster/releases .

All the functions in LogCluster Perl version 0.03 are supported in LogClusterC. The basic functions and heuristics functions (options: --input, --rsupport, --support, --aggrsup, --wweight) are tested via various experiments in thesis.

基于文字密度的文本数据挖掘工具

运行环境:Linux

**如何编译:**下载源文件后,命令行输入 gcc -O2 -o logclusterc *.c

此工具基于Risto Vaarandi和Mauno Pihelgas发明的LogCluster算法,这是一个基于文本密度的数据挖掘算法,主要应用于大规模日志的模式分析。

LogCluster算法的Perl版本: https://github.com/ristov/logcluster/

LogCluster算法的前身SLCT算法:http://ristov.github.io/slct/

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C-based implementation of LogCluster algorithm. || 对LogCluster算法的C语言实现。

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