自适应布隆过滤器的多播寻址

Zalán Heszberger, János Tapolcai, A. Gulyás, J. Bíró, A. Zahemszky, P. Ho
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引用次数: 7

摘要

包内布隆过滤器最近被提议作为未来互联网架构的可能构建块,取代IP或MPLS寻址,以无状态的方式解决高效的多播路由、安全性和其他功能。在这样的框架中,布隆过滤器被放置在头部,存储目标节点或遍历链接的地址。与标准布隆过滤器相比,包内布隆过滤器的长度必须与存储元素的数量高度自适应,以实现低通信开销。本文提出了一种新型的自适应布隆过滤器,它可以根据要用非常细的粒度表示的元素的数量来调整其长度。通过消除现有的“基于块”的方法所经历的浪费效应,这种新型过滤器可以显著减少包内布隆过滤器架构的报头大小,这种方法依赖于连接几个标准布隆过滤器。然而,在添加和删除元素时需要更多的计算。
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Adaptive Bloom filters for multicast addressing
In-packet Bloom filters are recently proposed as a possible building block of future Internet architectures replacing IP or MPLS addressing that solves efficient multicast routing, security and other functions in a stateless manner. In such frameworks a bloom filter is placed in the header which stores the addresses of the destination nodes or the traversed links. In contrast to the standard Bloom filter, the length of the in-packet Bloom filter must be highly adaptive to the number of stored elements to achieve low communication overhead. In this paper we propose a novel type of Bloom filter called Adaptive Bloom filter, which can adapt its length to the number of elements to be represented with a very fine granularity. The novel filter can significantly reduce the header size for in-packet bloom filter architecture, by eliminating the wasting effect experienced in existing “block-based” approaches which rely on concatenating several standard Bloom filters. Nevertheless, it requires slightly more calculations when adding and removing elements.
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