Dynamic and Distributed Multipath Routing Policy for High-Speed Cluster Networks

D. Lugones, Daniel Franco, E. Luque
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引用次数: 17

Abstract

The increasing demand of parallel applications in Cluster Computing requires the use of Interconnection Networksto provide low and bounded communication delays. However, message congestion appears when communication load between nodes is not fairly distributed over the network. Congestion spreading increases latency and reduces network throughput causing important performance degradation. In this paper we present Dynamic Routing Balancing with Multipath Distribution (DRB-MD), a new method developed to control network congestion based on a uniform balancing of communication load. DRB-MD distributes the traffic load according to a gradual and load-controlled path expansion. It monitors message latency in network switches, makes decisions about how many alternative paths should be used, and finally decides which path (or paths) to use between each source-destination pair. Experiments with permutation patterns and hotspot traffic were conducted to evaluate DRB-MD performance under conditions commonly created by parallel scientific applications.
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高速集群网络的动态分布式多路径路由策略
在集群计算中,并行应用程序的需求日益增长,这就要求使用互连网络来提供低且有限的通信延迟。然而,当节点间的通信负载在网络上分配不均时,就会出现消息拥塞。拥塞传播增加了延迟并降低了网络吞吐量,从而导致严重的性能下降。本文提出了一种基于通信负载均衡的网络拥塞控制新方法——基于多径分布的动态路由均衡(DRB-MD)。DRB-MD通过逐步的、负载可控的路径扩展来分配流量负载。它监视网络交换机中的消息延迟,决定应该使用多少备选路径,并最终决定在每个源-目的地对之间使用哪条路径(或多条路径)。通过排列模式和热点流量实验来评估并行科学应用通常创造的条件下DRB-MD的性能。
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