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首页> 外文期刊>IEEE Transactions on Parallel and Distributed Systems >An Optimal Single-Path Routing Algorithm in the Datacenter Network DPillar
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An Optimal Single-Path Routing Algorithm in the Datacenter Network DPillar

机译:数据中心网络DPillar中的最佳单路径路由算法

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摘要

DPillar has recently been proposed as a server-centric datacenter network and is combinatorially related to (but distinct from) the well-known wrapped butterfly network. We explain the relationship between DPillar and the wrapped butterfly network before proving that the underlying graph of DPillar is a Cayley graph; hence, the datacenter network DPillar is node-symmetric. We use this symmetry property to establish a single-path routing algorithm for DPillar that computes a shortest path and has time complexity O(k) , where k parameterizes the dimension of DPillar (we refer to the number of ports in its switches as n ). Our analysis also enables us to calculate the diameter of DPillar exactly. Moreover, our algorithm is trivial to implement, being essentially a conditional clause of numeric tests, and improves significantly upon a routing algorithm earlier employed for DPillar. Furthermore, we provide empirical data in order to demonstrate this improvement. In particular, we empirically show that our routing algorithm improves the average length of paths found, the aggregate bottleneck throughput, and the communication latency. A secondary, yet important, effect of our work is that it emphasises that datacenter networks are amenable to a closer combinatorial scrutiny that can significantly improve their computational efficiency and performance.
机译:DPillar最近被提议为以服务器为中心的数据中心网络,并且与众所周知的封装蝶形网络组合在一起(但与之不同)。在证明DPillar的基础图是Cayley图之前,我们先解释DPillar与包裹的蝴蝶网络之间的关系。因此,数据中心网络DPillar是节点对称的。我们使用此对称属性为DPillar建立单路径路由算法,该算法计算最短路径并具有时间复杂度O(k),其中k参数化了DPillar的维数(我们将其交换机中的端口数称为n) 。我们的分析还使我们能够精确计算出DPillar的直径。此外,我们的算法实现起来很简单,它本质上是数值测试的条件子句,并且与先前用于DPillar的路由算法相比有了显着改进。此外,我们提供了经验数据以证明这种改进。特别是,我们从经验上表明,我们的路由算法可以提高找到的路径的平均长度,总瓶颈吞吐量和通信延迟。我们工作的第二个重要影响是,它强调数据中心网络可以接受更严格的组合检查,从而可以显着提高其计算效率和性能。

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