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Load-balanced Birkhoff-von Neumann switches and fat-tree networks

机译:负载均衡的Birkhoff-von Neumann交换机和胖树网络

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Fat-tree networks have been widely used in the field of Network-on-Chip. One of the key issues in a fat-tree network is that the degree of a node has to be increased rapidly from the bottom of the tree to the root. As such, the complexity of implementing the switches near the root could be extremely high, and this poses a serious scalability issue. To cope with the scalability issue in fat-tree networks, many previous works require changing the tree topology and adding buffers in nodes. Unlike the existing arts, we adopt a different approach that can still maintain the original tree topology without adding any buffers in internal nodes. Our key idea is to explore various nice features of the load-balanced Birkhoff-von Neumann switches. Such switches have been shown to achieve 100% throughput for all admissible traffic and have comparable delay performance to the ideal output-buffered switch when traffic is heavy and bursty. We show that the implementation complexity can be greatly reduced if a fat-tree network is only required to realize a set of N permutations needed for the N × N load-balanced Birkhoff-von Neumann switches. For this, we first derive a lower bound on the required degree for each node in a fat-tree network. By using the uniform mapping property of the bit-reverse permutation, we show that there exists a set of N permutations that achieve the lower bound.
机译:胖树网络已被广泛应用于片上网络领域。胖树网络中的关键问题之一是必须从树的底部到根快速增加节点的程度。这样,在根附近实现交换机的复杂性可能非常高,这带来了严重的可伸缩性问题。为了解决胖树网络中的可伸缩性问题,许多以前的工作要求更改树拓扑并在节点中添加缓冲区。与现有技术不同,我们采用了不同的方法,该方法仍可以保持原始树形拓扑,而无需在内部节点中添加任何缓冲区。我们的关键思想是探索负载均衡的Birkhoff-von Neumann开关的各种出色功能。已经证明,此类交换机可在所有允许的流量中实现100%的吞吐量,并且在流量较大且突发时,其延迟性能可与理想的输出缓冲交换机相媲美。我们表明,如果仅需要胖树网络来实现N×N负载平衡的Birkhoff-von Neumann开关所需的N个置换集,则实现复杂度就可以大大降低。为此,我们首先导出胖树网络中每个节点所需程度的下限。通过使用位反转排列的统一映射属性,我们表明存在一组实现下限的N个排列。

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