基于依赖图的共享虚拟通道noc实时流量优先级分配算法

Meng Liu, Matthias Becker, M. Behnam, Thomas Nolte
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引用次数: 4

摘要

片上网络(NoC)是现代大规模并行处理器和片上系统(SoC)的首选片上互连介质。基于固定优先级的抢占式调度是一种支持片上网络实时通信的解决方案。针对noc环境下的优先级分配问题,启发式优先级分配算法更为实用,因为随着流量数量的增加,搜索空间呈指数级增长。在我们之前的工作中,我们提出了一种基于图的启发式优先级分配算法(称为GHSA)用于NoC通信,其中我们表明,考虑流之间的依赖关系可以显着减少搜索空间。然而,GHSA仅适用于具有明确优先级的国家石油公司。这类平台上的路由器在流量大的情况下可能会有大量的缓冲开销。因此,其适用性在现实中是有限的。减少缓冲成本的一个解决方案是允许不同流的优先级共享。在本文中,我们提出了一种基于依赖图的优先级分配算法(eGHSA),该算法针对具有共享虚拟通道的noc。大量的实验以及基于汽车应用的案例研究都清楚地表明,与文献中现有的解决方案相比,eGHSA提高了效率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A dependency-graph based priority assignment algorithm for real-time traffic over NoCs with shared virtual-channels
The Network-on-Chip (NoC) is the on-chip interconnection medium of choice for modern massively parallel processors and System-on-Chip (SoC) in general. Fixed-priority based preemptive scheduling using virtual-channels is a solution to support real-time communications in on-chip networks. Targeting the priority assignment problem in the context of NoCs, heuristic based priority assignment algorithms are more practical, due to the exponentially increased search space as the number of flows goes up. In our previous work, we have proposed a graph-based heuristic priority assignment algorithm (called GHSA) for NoC communications, where we show that taking the dependencies between flows into account can significantly reduce the search space. However, GHSA only works for NoCs with distinct priorities. Routers in such type of platforms may have a large amount of buffer cost when the number of flows is high. The applicability can thus be limited in reality. One solution to reduce the buffer cost is to allow priority sharing of different flows. In this paper, we propose a dependency-graph based priority assignment algorithm (called eGHSA) targeting NoCs with shared virtual-channels. A number of experiments as well as a case study based on an automotive application are generated, which clearly show that eGHSA improves the efficiency compared to the existing solution in the literature.
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