Multi-mode pipelined MPSoCs for streaming applications

Haris Javaid, D. Witono, S. Parameswaran
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引用次数: 7

Abstract

In this paper, we propose a design flow for the pipelined paradigm of Multi-Processor System on Chips (MPSoCs) targeting multiple streaming applications. A multi-mode pipelined MPSoC, used as a streaming accelerator, executes multiple, mutually exclusive applications through modes where each mode refers to the execution of one application. We model each application as a directed graph. The challenge is to merge application graphs into a single graph so that the multi-mode pipelined MPSoC derived from the merged graph contains minimal resources. We solve this problem by finding maximal overlap between application graphs. Three heuristics are proposed where two of them greedily merge application graphs while the third one finds an optimal merging at the cost of higher running time. The results indicate significant area saving (up to 62% processor area, 57% FIFO area and 44 processor/FIFO ports) with minuscule degradation of system throughput (up to 2%) and latency (up to 2%) and increase in energy values (up to 3%) when compared to widely used approach of designing distinct pipelined MPSoCs for individual applications. Our work is the first step in the direction of multi-mode pipelined MPSoCs, and the results demonstrate the usefulness of resource sharing among pipelined MPSoCs based streaming accelerators in a multimedia platform.
流应用的多模式流水线mpsoc
在本文中,我们提出了一种针对多流应用的多处理器片上系统(mpsoc)的流水线范例的设计流程。多模式流水线MPSoC用作流加速器,通过模式执行多个互斥应用程序,其中每个模式指的是一个应用程序的执行。我们将每个应用程序建模为一个有向图。挑战在于将应用程序图合并为单个图,以便从合并图派生的多模式流水线MPSoC包含最小的资源。我们通过寻找应用程序图之间的最大重叠来解决这个问题。提出了三种启发式算法,其中两种算法贪婪地合并应用程序图,而第三种算法以更高的运行时间为代价寻找最优合并。结果表明,与广泛使用的为单个应用设计不同流水线mpsoc的方法相比,该方法显著节省了面积(高达62%的处理器面积,57%的FIFO面积和44个处理器/FIFO端口),系统吞吐量(高达2%)和延迟(高达2%)的降低很小,能量值(高达3%)的增加。我们的工作是朝着多模式流水线mpsoc方向迈出的第一步,结果证明了多媒体平台中基于流加速器的流水线mpsoc之间资源共享的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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