IP网络流量测量中弱顶点覆盖问题的近似算法

Y. Zeng, Dezheng Wang, Wei Liu, Ao Xiong
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引用次数: 10

摘要

为了合理规划网络建设,保证网络服务质量,测量链路带宽利用率,获取流量信息是十分重要的。其中一种有效的网络监控方法是基于流守恒的,该方法的求解问题可以推导为求解弱顶点覆盖问题,该问题已被证明是np困难的。因此,寻找弱顶点覆盖问题的最优解是基于流守恒的网络测量的关键。本文提出了一种利用拓扑矩阵表示拓扑图信息的方法,并通过对结果节点集的反向跟踪来去除冗余节点。该方法可以得到比一般贪心算法更好的解。最后给出了一个算例和仿真。
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An approximation algorithm for weak vertex cover problem in IP network traffic measurement
In order to plan the network construction reasonable and ensure the quality of network service, it is important to measure the Link-bandwidth utilization and get the flow information. One of the methods to monitor network efficiently is based on flow-conservation, and the problem of searching a solution for this method could be deduced to solving weak vertex cover problem, which has been proved NP-hard. So finding an optimum solution for weak vertex cover problem is critical for the network measurement based on flow-conservation. In this paper, we proposed a method using topology matrix to represent the topology graph information and remove the redundant nodes through back tracing the result node set. This method can get a better solution than general greedy algorithm. An example and emulation have been provided to exemplify this method.
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