Computer Science and Information Engineering, World Congress on (2009)
Los Angeles, California USA
Mar. 31, 2009 to Apr. 2, 2009
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/CSIE.2009.540
In recent years, Network Situation Awareness mainly concentrates on the security field, but there’s 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 sKDDCup’99 and NLANR demonstrate the efficiency, effectiveness and scalability.
Network Transmission Situation Awareness(NTSA), data fusion, clustering, data stream, evolution analysis
Qiang Zhang, Ying Zhuo, Zhenghu Gong, "Research and Implementation of Network Transmission Situation Awareness", Computer Science and Information Engineering, World Congress on, vol. 04, no. , pp. 210-214, 2009, doi:10.1109/CSIE.2009.540