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Towards Generic Embedded Multiprocessing for RVC-CAL Dataflow Programs

机译:面向RVC-CAL数据流程序的通用嵌入式多处理

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Dataflow languages enable describing signal processing applications in a platform independent fashion, which makes them attractive in today’s multiprocessing era. RVC-CAL is a dynamic dataflow language that enables describing complex data-dependent programs such as video decoders. To this date, design automation toolchains for RVC-CAL have enabled creating workstation software, dedicated hardware and embedded application specific multiprocessor implementations out of RVC-CAL programs. However, no solution has been presented for executing RVC-CAL applications on generic embedded multiprocessing platforms. This paper presents a dataflow-based multiprocessor communication model, an architecture prototype that uses it and an automated toolchain for instantiating such a platform and the software for it. The complexity of the platform increases linearly as the number of processors is increased. The experiments in this paper use several instances of the proposed platform, with different numbers of processors. An MPEG-4 video decoder is mapped to the platform and executed on it. Benchmarks are performed on an FPGA board.
机译:数据流语言能够以独立于平台的方式描述信号处理应用程序,这使其在当今的多处理时代中具有吸引力。 RVC-CAL是一种动态数据流语言,可用于描述与视频相关的复杂程序,例如视频解码器。到目前为止,用于RVC-CAL的设计自动化工具链已使能够从RVC-CAL程序中创建工作站软件,专用硬件和嵌入式应用程序特定的多处理器实现。但是,没有提出用于在通用嵌入式多处理平台上执行RVC-CAL应用程序的解决方案。本文提出了一种基于数据流的多处理器通信模型,使用该模型的体系结构原型以及用于实例化此类平台的自动化工具链及其软件。平台的复杂度随着处理器数量的增加而线性增加。本文中的实验使用建议的平台的多个实例,并使用不同数量的处理器。 MPEG-4视频解码器映射到平台并在平台上执行。基准测试在FPGA板上执行。

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