Efficient hardware implementation of data-flow parallel embedded systems

P. Quinton, Anne-Marie Chana, Steven Derrien
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引用次数: 3

Abstract

Many modern computing systems deal with streams of data, which have to be processed in parallel in order to be handled in real-time. This is in particular the case for some kind of cyber physical systems, which process data provided by physical devices. We consider here an approach to generate efficient hardware for-a particular class of-such systems, which relies upon the polyhedral model. Flexible parallel components, described by the Alpha functional language, are modelled and assembled using a scheduling method which combines the synchronous data-flow principle of balance equations, and the polyhedral scheduling technique. The modelling of flexible components relies on a simple, affine-periodic, delayable and stretchable time model, which allows a full system to be assembled and synthesized by combining the component hardware descriptions with automatically generated wrappers. We illustrate this method on a simplified WCDMA system and we discuss the relationship of this approach with stream languages, latency-insensitive design, and multidimensional data-flow systems.
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数据流并行嵌入式系统的高效硬件实现
许多现代计算系统处理数据流,这些数据流必须并行处理才能实时处理。这对于处理物理设备提供的数据的某种网络物理系统来说尤其如此。我们在这里考虑一种方法,以产生有效的硬件为一类这样的系统,它依赖于多面体模型。采用平衡方程的同步数据流原理和多面体调度技术相结合的调度方法,用Alpha函数语言对柔性并行部件进行建模和装配。柔性部件的建模依赖于一个简单的、仿射周期的、可延迟的和可拉伸的时间模型,通过将部件硬件描述与自动生成的包装器相结合,可以组装和合成一个完整的系统。我们在一个简化的WCDMA系统上演示了这种方法,并讨论了这种方法与流语言、延迟不敏感设计和多维数据流系统的关系。
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