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Mesh-of-Trees and Alternative Interconnection Networks for Single-Chip Parallelism

机译:树状网格和用于单芯片并行的替代互连网络

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In single-chip parallel processors, it is crucial to implement a high-throughput low-latency interconnection network to connect the on-chip components, especially the processing units and the memory units. In this paper, we propose a new mesh of trees (MoT) implementation of the interconnection network and evaluate it relative to metrics such as wire complexity, total register count, single switch delay, maximum throughput, tradeoffs between throughput and latency, and post-layout performance. We show that on-chip interconnection networks can provide higher bandwidth between processors and shared first-level cache than previously considered possible, facilitating greater scalability of memory architectures that require that. MoT is also compared, both analytically and experimentally, to some other traditional network topologies, such as hypercube, butterfly, fat trees and butterfly fat trees. When we evaluate a 64-terminal MoT network at 90-nm technology, concrete results show that MoT provides higher throughput and lower latency especially when the input traffic (or the on-chip parallelism) is high, at comparable area. A recurring problem in networking and communication is that of achieving good sustained throughput in contrast to just high theoretical peak performance that does not materialize for typical work loads. Our quantitative results demonstrate a clear advantage of the proposed MoT network in the context of single-chip parallel processing.
机译:在单芯片并行处理器中,实现高吞吐量,低延迟的互连网络以连接片上组件(尤其是处理单元和存储单元)至关重要。在本文中,我们提出了一种互连网络的新的树状网格(MoT)实施方案,并相对于诸如布线复杂性,总寄存器数,单开关延迟,最大吞吐量,吞吐量与延迟之间的权衡以及后置布局效果。我们证明,片上互连网络可以在处理器和共享的一级缓存之间提供比以前认为的更高的带宽,从而促进了需要这样做的内存体系结构的更大可伸缩性。 MoT还在分析和实验上与其他一些传统的网络拓扑进行了比较,例如超立方体,蝴蝶,胖树和蝴蝶胖树。当我们以90纳米技术评估64终端MoT网络时,具体结果表明MoT可提供更高的吞吐量和更低的延迟,尤其是在可比较的区域中,当输入流量(或片上并行性)很高时,MoT尤其如此。网络和通信中经常出现的问题是,与仅在理论工作量上无法实现的高理论峰值性能相比,要实现良好的持续吞吐量。我们的定量结果证明了在单芯片并行处理的情况下所提出的MoT网络的明显优势。

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