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Research and Implementation of Network Transmission Situation Awareness

机译:网络传输态势感知的研究与实现

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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.
机译:近年来,网络态势感知主要集中在安全领域,但对网络传输态势感知(NTSA)的研究尚无。与传统的网络管理相比,NTSA(1)提供了网络传输状态的全面宏观视图,增强了对网络的理解和控制,减轻了管理员的负担; (2)作为整合单位网络管理的平台,改变了每个职能部门独立运作的现状,从而海量的各种信息带来了丰富而准确的评估结果; (3)是威胁评估和决策支持的前身。根据以上设计思想,提出了一种新颖的基于融合的NTSA架构,设计了一种将聚类和粗糙集相结合的评估方法。并实现了NTSA原型系统。在真实数据集sKDDCuppsila99和NLANR上的实验结果证明了效率,有效性和可伸缩性。

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