信息中心网络中的缓存感知流量工程

Vasilis Sourlas, P. Flegkas, P. Georgatsos, L. Tassiulas
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引用次数: 8

摘要

当前的互联网趋势表明,交换的内容变得比交换的人更重要。因此,互联网正在有效地从连接机器转向连接信息。信息中心网络(Information-Centric Networking, ICN)已经被提出作为一种从主机到主机的Internet到主机到内容的Internet的范式转换,或者换句话说,从端到端通信系统到本地分发网络。ICN体系结构的附加价值在于它允许网络服务提供商(nsp)参与实际的内容交付,而不是简单地作为与数据无关的连接提供商。本文通过利用网络节点上信息项的缓存/复制,研究了ICNs的域内流量工程(TE)方法。特别是,我们提出了为ICNs设计的分布式在线梯度下降型缓存管理算法的两种变体,该算法在网络节点之间重新分配信息项,目的是最小化网络的平均链路应力,或者最小化最拥塞链路的链路应力(最小-最大)。这两种方法都增强了网络的服务能力(高吞吐量和低延迟),并最大限度地减少了拥塞。我们使用真实的网络拓扑和合成的工作负载生成器进行了大量的仿真,结果表明所提出的算法可以显著减少信息项的传输时间和链路利用率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Cache-aware traffic engineering in Information-Centric Networks
The current Internet trends show that what is exchanged is becoming more important than who are exchanging it. As a result, the Internet is effectively moving from interconnecting machines to interconnecting information. Information-Centric Networking (ICN) has been proposed as a paradigm shift from the host-to-host Internet to a host-to-content one, or in other words from an end-to-end communication system to a native distribution network. The added value of the ICN architecture is that it allows Network Service Providers (NSPs) to participate in the actual content delivery, instead of simply being data-agnostic connectivity providers. This paper investigates an intra-domain traffic engineering (TE) approach for ICNs by leveraging the caching/replication of information items at the nodes of the network. Particularly, we present two variations of a distributed, on-line gradient descent type cache management algorithm, designed for ICNs, which re-assigns the information items between the nodes of the network with the aim, either to minimize the average link stress of the network, or to minimize the link stress (min-max) of the most congested link. Both approaches enhance the service capability of the network (high throughput and low latency) and minimizes congestion. Our extensive simulations, using realistic network topologies and synthetic workload generators, show that the proposed algorithms can significantly reduce information items' transfer time and link utilization.
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