片上网络中最优动态路由的dp网络

T. Mak, P. Cheung, W. Luk, K. Lam
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引用次数: 25

摘要

动态路由能够显著提高通信带宽,并能对故障链路和拥塞流量进行智能适应。然而,在片上网络(NoC)系统中实现自适应路由并不简单,并且由于无死锁和实时优化决策的要求而变得更加复杂。本文提出了一种无死锁路由架构,该架构采用动态规划(DP)网络为分组交换提供动态最优路径规划和网络监控。此外,还引入了一种新的路由策略,称为k-step forward。这种新策略可以大大减少路由表的大小,并保持高质量的自适应,从而实现硬件开销最小的可扩展动态路由解决方案。基于周期精确模拟器的结果证明了dp网络的有效性,在各种流量场景下,其平均延迟优于确定性和自适应路由算法22.3%。此外,从硬件实现的结果来看,dp网络的硬件开销是微不足道的。
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A DP-network for optimal dynamic routing in network-on-chip
Dynamic routing is desirable because of its substantial improvement in communication bandwidth and intelligent adaptation to faulty links and congested traffics. However, implementation of adaptive routing in a network-on-chip (NoC) system is not trivial and further complicated by the requirements of deadlock-free and real-time optimal decision making. In this paper, we present a deadlock-free routing architecture which employs a dynamic programming (DP) network to provide on-the-fly optimal path planning and network monitoring for packet switching. Also, a new routing strategy called k-step look ahead is introduced. This new strategy can substantially reduced the size of routing table and maintain a high quality of adaptation which leads to a scalable dynamic routing solution with minimal hardware overhead. Our results based on a cycle-accurate simulator demonstrate the effectiveness of the DP-network, which outperforms both the deterministic and adaptive routing algorithms in average delay on various traffic scenarios by 22.3%. Moreover, the hardware overhead for DP-network is insignificant based on the results obtained from the hardware implementations.
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