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