一种反向传播的分布式流量控制算法及初步性能评价

Kohei Tsutsumi, H. Ohsaki, Hideaki Suzuki
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引用次数: 1

摘要

由于大规模网络端到端时延大、大量网络组件的高异构性、网络组件故障导致的低可用性和/或可靠性,使用集中式方法控制大规模网络本质上是困难的。在本文中,我们的目标是实现控制机制的每流路径选择和可用带宽分配使用自治和分布式的方法。逐流路径选择是指选择从源节点到汇聚节点的多条路径,使源节点的流量需求能够转移到汇聚节点,同时使网络总成本最小化。可用带宽分配是指通过流量路径选择,决定源节点到汇聚节点路径上每条链路分配的带宽大小。本文提出了一种分布式、可扩展的流量控制机制,称为DFC-BP (distributed flow control with Backward Propagation),该机制同时解决了每流路径选择和可用带宽分配问题。我们还通过仿真实验研究了DFC-BP在效率和瞬态性能方面的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Distributed Flow Control with Backward Propagation: Algorithm and Preliminary Performance Evaluation
Control of a large-scale network using a centralized approach is essentially difficult due to its large end-to-end delay, high heterogeneity of a large number of network components, low availability and/or reliability caused by network component failures. In this paper, we aim at realizing a control mechanism for both per-flow path selection and available bandwidth allocation using an autonomous and distributed approach. Per-flow path selection is to select multiple paths from the source node to the sink node such that the traffic demand by the source node can be transferred to the sink node as well as the total network cost can be minimized. Available bandwidth allocation is to decide the amount of bandwidth assigned to every link in the paths from the source node to the sink node, which are chosen by the perflow path selection. In this paper, we propose a distributed and scalable flow control mechanism called DFC-BP (Distributed Flow Control with Backward Propagation), which simultaneously solves per-flow path selection and available bandwidth allocation. We also investigate the effectiveness of DFC-BP in terms of efficiency and transient performance through simulation experiments.
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