一种基于网状NoC架构的QoS流量监控和自适应路由机制

Leonel Tedesco, F. Clermidy, F. Moraes
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引用次数: 13

摘要

针对具有动态应用负载的嵌入式系统开发mpsoc是一个重要的挑战。在这些系统上运行的越来越多的应用程序产生了相当大的资源利用率,这意味着不同MPSoC部分的计算和通信需求很高。由于数据注入速率的可变性,处理元素的异构性给应用程序流量带来了动态性和不可预测性。由于其性能、可靠性和可扩展性,noc是此类系统中使用的通信基础设施。可以采用不同的策略来处理流量拥塞,例如自适应路由、缓冲区大小,甚至任务迁移。这项工作的目标是研究自适应路由算法的使用,其中源和目标pe之间的路径可能由于拥塞事件而被修改。现有提案的主要部分对NoC的看法有限,因为每个NoC路由器根据少数邻居的拥塞状态做出决策。这样的本地决策可能会导致数据包流向其他拥塞区域,因此效率低下。本文提出了一种考虑源-目标路径上所有路由器信息的拥塞分析方法。该方法依赖于建立QoS会话的协议,然后进行分布式监控并重新路由到非拥塞区域。当采用所提出的方法时,这组实验给出了有关性能和数据包在路由器上花费的时间的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A monitoring and adaptive routing mechanism for QoS traffic on mesh NoC architectures
The development of MPSoCs targeting embedded systems with a dynamic workload of applications constitutes an important challenge. The growing number of applications running on these systems produces a considerable utilization of resources, implying a high demand of computation and communication in the different MPSoC parts. The heterogeneity of processing elements brings to the application traffic a dynamic and unpredictable nature, due to the variability on data injection rates. NoCs are the communication infrastructure to be used in such systems, due to its performance, reliability and scalability. Different strategies may be employed to deal with traffic congestion, such as adaptive routing, buffer sizing, and even task migration. The goal of this work is to investigate the use of adaptive routing algorithms, where the path between source and target PEs may be modified due to congestion events. The major part of the state of art proposals have a limited view of NoCs, since each NoC router takes decisions based on few neighbors' congestion status. Such local decision may lead packets to other congested regions, therefore being inefficient. This paper presents a new method, where congestion analysis considers information of all routers in the source-target path. This method relies on a protocol for QoS session establishment, followed by distributed monitoring and re-route to non-congested regions. The set of experiments present results concerning performance and amount of time spent by packets on routers when the proposed method is applied.
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