Rapid prototyping of parallel processing systems on TESH network

B. M. Maziarz, V. Jain
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引用次数: 8

Abstract

The paper discusses implementation of advanced numerical and image-processing applications on a multiprocessor system. With a view toward 'coarse-grain' rapid prototyping, the authors implement two diverse applications onto a common framework, i.e. MAC type processors interconnected by a TESH network. TESH (Tori connected mESHes) is a recently developed interconnection network. It is hierarchical, thus allowing exploitation of computation locality as well as easy expansion, which permits efficient VLSI/ULSI realization, and appears to be well suited for 3-D VLSI/ULSI implementation. Specifically, the paper develops parallel implementation of (a) real-time solution of partial differential equations and (b) 2D wavelet transform, in such a way so as to completely hide the communication overhead. It is shown that the performance of TESH implemented algorithms is comparable to the MESH based algorithm. However, TESH networks are much easier to implement because of the significantly reduced wiring than MESH networks.
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TESH网络上并行处理系统的快速原型设计
本文讨论了在多处理器系统上实现高级数值和图像处理应用程序。为了实现“粗粒度”快速原型,作者在一个通用框架上实现了两个不同的应用程序,即通过TESH网络互连的MAC类型处理器。TESH (Tori connected mESHes)是最近发展起来的一种互连网络。它是分层的,因此允许利用计算局部性以及易于扩展,从而允许高效的VLSI/ULSI实现,并且似乎非常适合3-D VLSI/ULSI实现。具体而言,本文开发了(a)偏微分方程的实时解和(b)二维小波变换的并行实现,从而完全隐藏了通信开销。结果表明,采用MESH实现的算法与基于MESH的算法性能相当。然而,与MESH网络相比,TESH网络更容易实现,因为它大大减少了布线。
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