多核系统片上通信基础设施设计的任务模型

Bharath Phanibhushana, Kunal P. Ganeshpure, S. Kundu
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引用次数: 11

摘要

随着技术的扩展,通过片上网络(NoC)连接的多个处理器组成的多处理器片上系统(MPSoC)已经变得普遍。通过以任务图的形式表示应用程序,将其映射到MPSoC。任务调度涉及到将任务映射到处理器核心,以满足最后期限。对于给定的截止日期,每个节点上的空闲是由任务执行可以延迟而不错过截止日期的时间量来定义的。随着核心数量的增加和应用程序并行性的提高,由于存在大量并发通信,NoC正在成为瓶颈。增加网络资源(链路和路由器)减少了通信时间,但面积和功率增加了。在本文中,我们提出了一种应用感知启发式方法,用于在硬截止日期存在的情况下合成MPSoC中连接一组核心的最小网络。我们的方法基于对作为任务的一对处理器之间的通信建模,称为“Comtasks”。网络是通过将这些任务“调度”到一组路由器上来生成的,从而获得一个面积最小的网络,以填补可用的空闲。此外,我们还确定了重叠的comtask集,并生成了一个最小网络,以允许最大重叠的comtask集并发执行。我们将该方法与一种贪婪网络生成启发式算法进行了比较,结果表明,该方法在路由器领域的效益为80%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Task model for on-chip communication infrastructure design for multicore systems
With technology scaling, Multiprocessor System on Chip (MPSoC) which consist of multiple processors connected via a Network on Chip (NoC) have become prevalent. Applications are mapped to MPSoC's by representing it in the form of a task graph. Task scheduling involves mapping task to processor cores so as to meet the deadline. For a given deadline, slack at each node is defined by the amount of time by which a task execution can be delayed without missing the deadline. With increase in the number of cores and high application parallelism, NoC is becoming a bottleneck due to the presence of large number of concurrent communications. Increasing network resources (links and routers) reduces the communication time but the area and power goes up. In this paper we present an application aware heuristic to synthesize a minimal network connecting a set of cores in an MPSoC in the presence of hard deadlines. Our approach is based on modeling communication between a pair of processors as tasks known as “Comtasks”. The network is generated by “scheduling” these comtasks onto a set of routers so as to obtain a network with minimum area which fills up the available slack. Moreover, we also identify the set of overlapping comtasks and generate a minimal network to allow the maximum set of overlapping comtasks to execute concurrently. We compared our approach with a greedy network generation heuristic and the results show 80% benefit in the router area.
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