Optimal SAT-based scheduler for time-triggered networks-on-a-chip

Christian Scholer, Rene Krenz-Baath, Ayman Murshed, R. Obermaisser
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引用次数: 5

Abstract

Many embedded systems are deployed with multi-core platforms where processor cores are interconnected by networks-on-a-chip. Time-triggered networks-on-a-chip are ideal for safety-critical systems due to the inherent fault isolation and temporal predictability. However, a communication schedule is required that determines for each message the points in time for the injection of messages at the network interface as well as conflict-free paths through the network-on-a-chip. The schedule ensures that at a given point in time only one flit traverses the physical link between two router ports, thereby avoiding the need for dynamic arbitration and improving temporal predictability. This paper introduces an optimal scheduler based on a Boolean SAT solver for a time-triggered network-on-a-chip. By adopting this solver technique from the area of Electronic Design Automation (EDA) we have observed a significant reduction of the computation time for optimal schedules in several example scenarios. The evaluation was performed by comparing the SAT-based scheduler with an optimal scheduler using Mixed Integer Linear Programming (MILP). Due to the low computational time, we expect that the scheduling algorithm can replace heuristics in many applications.
最佳的基于sat的调度时间触发网络芯片
许多嵌入式系统都部署了多核平台,其中处理器内核通过片上网络相互连接。由于固有的故障隔离和时间可预测性,时间触发的片上网络是安全关键系统的理想选择。然而,需要一个通信调度来确定每个消息在网络接口上注入消息的时间点,以及通过片上网络的无冲突路径。该调度确保在给定的时间点上,只有一个航班通过两个路由器端口之间的物理链路,从而避免了动态仲裁的需要,并提高了时间的可预测性。介绍了一种基于布尔SAT求解器的时间触发片上网络的最优调度方法。通过采用这种来自电子设计自动化(EDA)领域的求解器技术,我们观察到在几个示例场景中,最优调度的计算时间显著减少。通过比较基于sat的调度程序和使用混合整数线性规划(MILP)的最优调度程序来进行评估。由于计算时间短,我们期望调度算法可以在许多应用中取代启发式算法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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