动态NoC平台,满足各种应用需求

Sidhartha Sankar Rout, H. Mondal, Rohan Juneja, G. Harsha, Sujay Deb
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引用次数: 6

摘要

多核处理平台正在获得广泛应用的极大兴趣,即物联网(IoT),消费电子产品,单芯片云计算机,超级计算机,国防应用等。片上网络(noc)被接受为这些多核平台的通信骨干。然而,NoC组件的能耗仍然相当高。特别是对于网络中有许多节点的大型系统,通信基础设施消耗了大量的能量。路由器和与之相关的资源的使用依赖于应用程序,对于大多数应用程序来说,无需将整个通信基础设施运行到最大限度就可以满足性能需求。可以在高性能和低功耗模式之间切换的动态可重构系统将能够利用不同应用程序提供的可变工作负载条件。在所有NoC组件中,虚拟通道(vc)是最耗电的模块。本文提出了一个动态NoC平台(DNoC),该平台使用智能路由器架构优化不同应用的VC利用率。电源管理控制器(PMC)与利用率计算单元(UCU)一起控制和预测活动vc的数量,以最小的开销实现所需的性能。在我们的实验中,与基线网状路由器相比,提出的解决方案提供83.3%的功率优势(最佳情况),吞吐量损失可以忽略不计。
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Dynamic NoC platform for varied application needs
Many-core processing platforms are gaining significant interest for a wide range of applications, viz., Internet of Things (IoT), consumer electronics, single-chip cloud computers, supercomputers, defense applications etc. Networks-on-Chip (NoCs) are accepted as the communication backbone for these many-core platforms. However, energy consumption in NoC components still remains considerably high. Specifically for large systems with many nodes in the network, a significant amount of energy is consumed by the communication infrastructure. The usage of the routers and resources associated with it are application dependent and for most applications performance requirements can be met without operating the whole communication infrastructure to its maximum limit. Dynamic reconfigurable system that can switch between both high performance and low power modes will be able to exploit the variable workload conditions provided by different applications. Among all the NoC components, Virtual Channels (VCs) are the most power hungry modules. This paper proposes a dynamic NoC platform (DNoC) that optimizes VC utilization for different applications using a smart router architecture. Power Management Controller (PMC) along with Utilization Computation Unit (UCU) controls and predicts the number of active VCs to achieve the required performance with minimum overhead. In our experiments the proposed solution provides 83.3% power benefit (best case scenario) with negligible throughput penalty compared to a baseline mesh router.
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