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Is it worth the flexibility provided by irregular topologies in networks of workstations?

机译:工作站网络中不规则拓扑提供的灵活性是否值得?

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Networks of workstations (NOWs) are becoming a cost-effective alternative for small-scale parallel computing. Usually, NOWs present an irregular topology as a consequence of the needs in a local area network. Routing algorithms used in NOWs are inherently different from those used in regular networks, mainly due to the irregular connections between switches. In these algorithms, routing is considerably restricted in order to avoid deadlocks. Recently, a general methodology for the design of adaptive routing algorithms for irregular networks has been proposed by the authors. The resulting algorithms increase the maximum achievable throughput while reducing message latency. In this paper, we study how much network performance we are losing due to the irregular topology of NOWs. We analyze the performance of the up*/down* routing algorithm in a 2D mesh topology and compare it with the performance achieved by the XY routing scheme in the same network, in order to answer the following two questions: 1) in a 2D mesh, which of the two routing algorithms achieves better performance?, and 2) where does the up*/down* routing algorithm work better, in a 2D mesh or in an irregular network? Simulation results show that the up*/down* routing strategy performs better in a regular network than in an irregular one. On the other hand, the XY routing algorithm considerably outperforms the up*/down* scheme. However, when the adaptive routing algorithm proposed by the authors is used, differences in performance are much smaller. Thus, the higher performance of a regular topology could not compensate for the loss in wiring flexibility with respect to irregular networks, or their capability of adding a single switch at any moment.
机译:工作站网络(现在)正在成为小规模并行计算的成本效益的替代方案。通常,目前在局域网中的需求中呈现不规则的拓扑。现在使用的路由算法本质上与常规网络中使用的算法固有不同,主要原因是开关之间的不规则连接。在这些算法中,避免死锁的路由有很大限制。最近,作者提出了关于不规则网络的自适应路由算法的一般方法。由此产生的算法增加了最大可实现的吞吐量,同时降低了消息延迟。在本文中,我们研究了由于现在不规则的拓扑因现在的拓扑而失去了多少网络性能。我们分析了2D网格拓扑中的UP * /下*路由算法的性能,并将其与同一网络中的XY路由方案实现的性能进行比较,以便在2D网格中回答以下两个问题:1) ,两个路由算法中的哪一个实现了更好的性能?,和2)UP * /下*路由算法在其中工作得更好,在2D网格或不规则网络中?仿真结果表明,UP * /下*路由策略在常规网络中执行比不规则网络更好。另一方面,XY路由算法显着优于UP * /缩小*方案。但是,当使用作者提出的自适应路由算法时,性能的差异要小得多。因此,常规拓扑的更高性能无法补偿关于不规则网络的布线灵活性的损耗,或者在任何时刻添加单个开关的能力。

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