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Scheduling of tasks with precedence delays and relative deadlines framework for time-optimal dynamic reconfiguration of FPGAs

机译:安排具有优先级延迟和相对期限框架的任务,以实现FPGA的时间最优动态重配置

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This paper is motivated by existing architectures of field programmable gate arrays (FPGAs). To facilitate the design process we present an optimal scheduling algorithm using a very universal framework, where tasks are constrained by precedence delays and relative deadlines. The precedence relations are given by an oriented graph, where tasks are represented by nodes. Edges in the graph are related either to the minimum time or to the maximum time elapsed between the start times of the tasks. This framework is used to model the runtime dynamic reconfiguration, synchronization with an on-chip processor and simultaneous availability of arithmetic units and SRAM memory. The NP-hard problem of finding an optimal schedule satisfying the timing and resource constraints while minimizing the makespan C/sub max/, is solved using two approaches. The first one is based on integer linear programming and the second one is implemented as a branch and bound algorithm. Experimental results show the efficiency comparison of the ILP and branch and bound solutions.
机译:本文的灵感来自于现场可编程门阵列(FPGA)的现有体系结构。为了促进设计过程,我们提出了使用非常通用的框架的最佳调度算法,该框架中的任务受优先级延迟和相对期限的约束。优先级关系由有向图给出,其中任务由节点表示。图形中的边与任务开始时间之间经过的最短时间或最长时间有关。该框架用于对运行时动态重新配置,与片上处理器的同步以及算术单元和SRAM存储器的同时可用性进行建模。使用两种方法解决了NP难题,即找到一个满足时序和资源约束的最佳调度同时最小化makepan C / sub max /的NP问题。第一个基于整数线性规划,第二个基于分支定界算法实现。实验结果表明,ILP和分支定界解决方案的效率比较。

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