DocumentCode :
3347347
Title :
Hybrid Cube: An Architecture for Analysis of Network Security Events Data Stream
Author :
Han, Yu ; Niu, Wei ; Zhu, Junmao
Author_Institution :
Inst. of Northern Electron. Equip., Beijing, China
fYear :
2011
fDate :
21-23 Oct. 2011
Firstpage :
310
Lastpage :
313
Abstract :
Managing the network security events data stream, which is very large and real-time, and mining useful information from the data stream to analyse and forecast security situation, are very difficult. In this paper, we present an architecture, hybrid data stream cube, and its incremental updating algorithm. Experimental results proved that this architecture could facilitate on-line, multi-dimension, multi-level analysis of network security events data stream and shorten the response time.
Keywords :
computer network management; computer network security; data mining; data mining; hybrid data stream cube; incremental updating algorithm; multi-level analysis; network management; network security events; Algorithm design and analysis; Computer architecture; Distributed databases; Real time systems; Security; Software; Time factors; cube; data stream; network security;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Instrumentation, Measurement, Computer, Communication and Control, 2011 First International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-0-7695-4519-6
Type :
conf
DOI :
10.1109/IMCCC.2011.84
Filename :
6154062
Link To Document :
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