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Timer-Based Bloom Filter Aggregation for Reducing Signaling Overhead in Distributed Mobility Management

机译:基于计时器的布隆过滤器聚合,可减少分布式移动性管理中的信令开销

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摘要

Distributed mobility management (DMM) is a promising technology to address the mobile data traffic explosion problem. Since the location information of mobile nodes (MNs) are distributed in several mobility agents (MAs), DMM requires an additional mechanism to share the location information of MNs between MAs. In the literature, multicast or distributed hash table (DHT)-based sharing methods have been suggested; however they incur significant signaling overhead owing to unnecessary location information updates under frequent handovers. To reduce the signaling overhead, we propose a timer-based Bloom filter aggregation (TBFA) scheme for distributing the location information. In the TBFA scheme, the location information of MNs is maintained by Bloom filters at each MA. Also, since the propagation of the whole Bloom filter for every MN movement leads to high signaling overhead, each MA only propagates changed indexes in the Bloom filter when a pre-defined timer expires. To verify the performance of the TBFA scheme, we develop analytical models on the signaling overhead and the latency and devise an algorithm to select an appropriate timer value. Extensive simulation results are given to show the accuracy of analytical models and effectiveness of the TBFA scheme over the existing DMM scheme.
机译:分布式移动性管理(DMM)是解决移动数据流量爆炸问题的有前途的技术。由于移动节点(MN)的位置信息分布在几个移动代理(MA)中,因此DMM需要一种额外的机制来在MA之间共享MN的位置信息。在文献中,已经提出了基于多播或分布式哈希表(DHT)的共享方法。然而,由于频繁切换下不必要的位置信息更新,它们招致了大量信令开销。为了减少信令开销,我们提出了一种基于计时器的布隆过滤器聚合(TBFA)方案,用于分配位置信息。在TBFA方案中,通过每个MA处的布隆过滤器来维护MN的位置信息。而且,由于针对每个MN移动的整个布隆过滤器的传播导致高的信令开销,所以每个MA仅在预定义定时器期满时在布隆过滤器中传播改变的索引。为了验证TBFA方案的性能,我们开发了有关信令开销和等待时间的分析模型,并设计了一种算法来选择合适的计时器值。给出了广泛的仿真结果,以显示分析模型的准确性以及TBFA方案相对于现有DMM方案的有效性。

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