mpsoc上流应用的约束全局调度

Jun Zhu, I. Sander, A. Jantsch
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引用次数: 26

摘要

提出了一种基于优化计算和无争用路由的mpsoc同步数据流(SDF)流应用全局调度框架。为了避免类tdma启发式方案的调度开销,将处理器计算事务和通信事务的全局调度表述为基于约束的问题。利用公共域约束求解器,结合具体问题的约束建模技术,有效地求解np -完全调度问题。实验结果表明,该框架能够以最小的缓冲代价获得较高的可预测应用吞吐量。例如,对于通信领域的应用程序,与考虑启发式调度开销的场景相比,可以用更少的缓冲区成本观察到更高的吞吐量(高达87%)。
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Constrained global scheduling of streaming applications on MPSoCs
We present a global scheduling framework for synchronous data flow (SDF) streaming applications on MPSoCs, based on optimized computation and contention-free routing. The global scheduling of processors computing and communication transactions are formulated as constraint based problem, to avoid the scheduling overhead in TDMA-like heuristic schemes. A public domain constraint solver is exploited to solve the NP-complete scheduling efficiently, together with problem specific constraint modeling techniques. Experimental results show that the proposed framework can achieve a high predictable application throughput with minimized buffer cost. For instance, for applications in communication domain, higher throughput (up to 87%) has been observed with less buffer cost, compared to scenarios considering the heuristic scheduling overhead.
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