首页> 外文会议>Information Networking, 2001. Proceedings. 15th International Conference on >A fast and efficient heuristic algorithm for the delay- and delay variation bound multicast tree problem
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A fast and efficient heuristic algorithm for the delay- and delay variation bound multicast tree problem

机译:一种快速高效的启发式算法,用于时延和时延变化绑定组播树问题

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More and more multicast communications are becoming real-time. In real-time communications, messages must be transmitted to their destination nodes within a certain amount of time; otherwise the messages will be rendered futile. To support real-time multicast communications, computer networks have to guarantee an upper bound on the end-to-end delay from the source node to each of the destination nodes. This is known as the multicast end-to-end delay problem. On the other hand, if the same message fails to arrive at each destination node at the same time, there will probably arise inconsistency or unfairness problem among users. This is related to the multicast delay variation problem. Our research subject is concerned with the minimization of multicast delay variation under the multicast end-to-end delay constraint. The problem has been proved to be NP-complete and a heuristic algorithm for it called DVMA (delay variation multicast algorithm) has been proposed. In this paper we find that in spite of DVMA's smart performance in terms of multicast delay variations, its time complexity is as high as O(klmn/sup 4/). It is strongly believed that such a high time complexity does not fit in a modern high-speed computer network environment. Therefore, we present an alternative heuristic algorithm with a much lower time complexity O(mn/sup 2/) and with a satisfactory performance. Computer simulations also testify that our algorithm is both fast and efficient.
机译:越来越多的多播通信变得实时。在实时通信中,消息必须在一定时间内传输到它们的目标节点。否则,消息将徒劳无功。为了支持实时多播通信,计算机网络必须保证从源节点到每个目标节点的端到端延迟的上限。这称为多播端到端延迟问题。另一方面,如果同一条消息无法同时到达每个目标节点,则用户之间可能会出现不一致或不公平的问题。这与多播延迟变化​​问题有关。我们的研究主题是在组播端到端延迟约束下最小化组播延迟变化​​。已经证明该问题是NP完全的,为此提出了一种启发式算法DVMA(延迟变化多播算法)。在本文中,我们发现尽管DVMA在多播延迟变化​​方面表现出色,但其时间复杂度却高达O(klmn / sup 4 /)。人们坚信,如此高的时间复杂度不适用于现代高速计算机网络环境。因此,我们提出了一种替代的启发式算法,它具有更低的时间复杂度O(mn / sup 2 /)和令人满意的性能。计算机仿真也证明了我们的算法既快速又有效。

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