在芯片上进行大规模并行处理的掩码广播

Hana Krichene, M. Baklouti, M. Abid, P. Marquet, J. Dekeyser
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引用次数: 6

摘要

指令广播的延迟对单指令多数据(SIMD)体系结构的性能影响很大。对于大规模并行处理的片上系统(mppSoC)来说尤其如此,处理阶段和建立通信机制需要几个时钟周期。子网划分是一种将单个物理网络划分为多个较小的逻辑子网(子网)的策略。该技术较好地控制了广播指令域和网络节点间的数据流量。此外,它允许将同步通信与异步处理分离,从而通过并行处理器维护可靠的通信和快速处理。本文介绍了一种基于掩码的广播通信模型的设计。该模型专门用于具有大量处理器元件的mppSoC架构,因为即使处理器数量增加,它也能保持性能。仿真结果和FPGA实现验证了我们的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Broadcast with mask on a massively parallel processing on a chip
The delay of instructions broadcast has a significant impact on the performance of Single Instruction Multiple Data (SIMD) architecture. This is especially true for massively parallel processing Systems-on-Chip (mppSoC), where the processing stage and that of setting up the communication mechanism need several clock periods. Subnetting is the strategy used to partition a single physical network into more than one smaller logical sub-networks (subnets). This technique better controls the broadcast instructions domain and the data traffic between network nodes. Furthermore, it allows to separate synchronous communications from asynchronous processing which maintains reliable communications and rapid processing through parallel processors. This paper describes the design of a communication model called broadcast with mask. This model is dedicated to mppSoC architecture with a huge number of processor elements because it maintains performances even when the number of processors increases. Simulation results and an FPGA implementation validate our approach.
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