DocumentCode
3049685
Title
A multi-protocol network log clustering method based on grid
Author
Chi, Xuezhi
Author_Institution
Comput. Dept., Shandong Police Coll., Jinan, China
Volume
2
fYear
2011
fDate
9-11 Dec. 2011
Firstpage
524
Lastpage
527
Abstract
To deal with large scale network log and provide brief data sources for the later log analysis, the thesis propose a multi-protocol network log clustering method based on grid, which plot every log into data grid and first clustering in the grid,then According to similarity judgment, make the initial cluster secondary clustering, finally output clustered log, some sparse data and outlier data. Experiment result shows that the method can effectively compress log storage, reduce the time complexity, deal with actual dynamic data and realize incremental clustering.
Keywords
Internet; grid computing; information storage; pattern clustering; protocols; data grid; data sources; incremental clustering; initial cluster secondary clustering; large scale network log; log storage; multiprotocol network log clustering method; outlier data; similarity judgment; sparse data; time complexity; Clustering algorithms; Clustering methods; Databases; Hafnium; Heuristic algorithms; Lenses; Protocols; grid-based clustering; incremental clustering; log analysis; network log; similarity;
fLanguage
English
Publisher
ieee
Conference_Titel
IT in Medicine and Education (ITME), 2011 International Symposium on
Conference_Location
Cuangzhou
Print_ISBN
978-1-61284-701-6
Type
conf
DOI
10.1109/ITiME.2011.6132164
Filename
6132164
Link To Document