A Methodology for Automating Co-Scheduling for Reconfigurable Computing Systems

P. Saha, T. El-Ghazawi
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引用次数: 11

Abstract

A formal methodology for automatic hardware-software partitioning and co-scheduling between the muP and the FPGA has not yet been established. Current work in automatic task partitioning and scheduling for reconfigurable systems strictly addresses the FPGA hardware, and does not take advantage of the synergy between the microprocessor and the FPGA. In this work, we consider the problem of co-scheduling task graphs on reconfigurable systems. The target systems have an execution model which allows any subtask that can run on the FPGA to also run on the microprocessor, and allows reconfigurability of the FPGA (subject to area, performance, resource, and timing constraints). In this paper, we introduce a methodology for automatic co- scheduling using a proposed heuristic algorithm for hardware/software co-scheduling, ReCoS. It will be shown that the proposed algorithm provides up to an order of magnitude improvement in scheduling and execution times when compared with hardware/software co-schedulers found in related fields such as embedded systems, heterogeneous systems, and reconfigurable hardware systems.
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一种可重构计算系统协同调度自动化方法
在muP和FPGA之间实现自动软硬件分区和协同调度的正式方法尚未建立。目前在可重构系统的自动任务划分和调度方面的工作严格地针对FPGA硬件,并且没有利用微处理器和FPGA之间的协同作用。本文研究了可重构系统上任务图的协同调度问题。目标系统具有一个执行模型,该模型允许可以在FPGA上运行的任何子任务也可以在微处理器上运行,并允许FPGA的可重构性(受面积、性能、资源和时间限制)。本文介绍了一种基于硬件/软件协同调度的启发式算法的自动协同调度方法。与相关领域(如嵌入式系统、异构系统和可重构硬件系统)中的硬件/软件协同调度程序相比,所提出的算法在调度和执行时间方面提供了高达数量级的改进。
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