Delay-Aware Design of Overlay Networks for Application-Layer Multicasting

K. Walkowiak, A. Kasprzak
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Abstract

Various streaming services have been gaining much attention in the Internet. In order to reduce the investment cost many companies decide to offer the streaming by the use of the application-layer multicasting constructed on the top of an overlay network. In this paper we address the problem of overlay networks design. The main goal is to minimize the cost of access links selected for nodes participating in the application-layer multicasting. The second objective is to minimize the network delay, which is mainly caused in the Internet by inter-ISP (Internet Service Providers) transmissions. Therefore, in the optimization model the underlying network is composed of ISPs. The idea is to provide enough upload capacity within each ISP in order to reduce the number of links between ISPs. The optimization problem is formulated as an Integer Program. We use optimal methods (branch-and-cut algorithm included in CPLEX) as well as our own heuristic that yields results very close to optimum. Moreover, we use simulations to examine the tradeoff of the delay-aware approach in terms of the cost and the number of inter-ISP links.
应用层组播覆盖网络的延迟感知设计
各种流媒体服务在互联网上备受关注。为了降低投资成本,许多公司决定使用在覆盖网络之上构建的应用层组播来提供流。本文主要研究覆盖网络的设计问题。其主要目标是使参与应用层组播的节点所选择的访问链路的开销最小化。第二个目标是尽量减少网络延迟,这主要是由互联网服务提供商(isp)之间的传输造成的。因此,在优化模型中,底层网络由isp组成。这个想法是在每个ISP内提供足够的上传容量,以减少ISP之间的链接数量。优化问题被表述为一个整数规划。我们使用最优方法(CPLEX中包含的分支切断算法)以及我们自己的启发式方法,产生非常接近最优的结果。此外,我们使用模拟来检查延迟感知方法在成本和isp间链路数量方面的权衡。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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