DocumentCode :
495498
Title :
Research and Implementation of Network Transmission Situation Awareness
Author :
Zhuo, Ying ; Zhang, Qiang ; Gong, Zhenghu
Author_Institution :
Sch. of Comput. Sci., Nat. Univ. of Defense Technol., Changsha, China
Volume :
4
fYear :
2009
fDate :
March 31 2009-April 2 2009
Firstpage :
210
Lastpage :
214
Abstract :
In recent years, Network Situation Awareness mainly concentrates on the security field, but therepsilas no research on Network Transmission Situation Awareness (NTSA). Comparing with traditional network management, NTSA(1) provides the comprehensive macroscopic view of network transmission status, strengthens the comprehension and control of network, and reduces the burden on administrators; (2) as a platform for integrating unit network managements, alters the current complexion that each function unit works independently, so the massive various information bring rich accurate assessment results; (3) is the predecessor of threat assessment and decision support. Following the above design ideas, a novel fusion-based NTSA architecture is proposed, assessment method combining clustering and Rough Set is designed. and NTSA prototype system is realized. The experiment results on real data set sKDDCuppsila99 and NLANR demonstrate the efficiency, effectiveness and scalability.
Keywords :
pattern clustering; rough set theory; telecommunication network management; telecommunication security; clustering algorithm; decision support; function unit; fusion-based NTSA architecture; network management; network security; network transmission situation awareness; rough set; threat assessment; Computer science; Data analysis; Data visualization; Information analysis; Information management; Information security; Pattern analysis; Predictive models; Service oriented architecture; Telecommunication traffic; Network Transmission Situation Awareness(NTSA); clustering; data fusion; data stream; evolution analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Science and Information Engineering, 2009 WRI World Congress on
Conference_Location :
Los Angeles, CA
Print_ISBN :
978-0-7695-3507-4
Type :
conf
DOI :
10.1109/CSIE.2009.540
Filename :
5170989
Link To Document :
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