高效网络流量监控算法分析

Liu Xianghui, Yin Jianping
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引用次数: 6

摘要

网络流量的有效监测是网络的关键使能技术,受到研究者的广泛关注。在本文中,我们将通过无源测量对网络流量进行有效监控的重点放在尽可能减少通信的产生开销上。将网络流量的有效监控问题看作是求出给定图的最小流量分区标记集的问题,这是一个np难证明问题。提出了一种以近似比率求最小流分区标记集的近似算法。仿真结果表明,与使用顶点覆盖的场景相比,我们提出的算法显著减少了监控节点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The analysis of algorithm for efficient network flow monitoring
Effective monitoring of network flow is a key enabling technology for networks and gains extensive attention of researcher. In this paper, we focus efficient monitoring by passive measurement for the network flow on reducing the generation overhead communication as much as possible. The problem of efficient monitoring for the network flow is regarded as the problem to find out the minimum flow partition marked set for a given graph, which is NP-hard by proof. Approximation algorithm to find out the minimum flow partition marked set is presented with approximation ratio. Simulation results indicate that our proposed algorithms dramatically reduce monitoring nodes compared to scenarios in which vertex cover is employed.
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