Optimized Parallel Prefix Sum Algorithm on Optoelectronic Biswapped-Torus Architecture

Ashish Gupta
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Abstract

The Biswapped-Torus is a recently reported optoelectronic node-symmetrical member of Biswapped-framework family. In this paper,optimized parallel approach is presented for prefix sum computation on [Formula: see text] Biswapped-Torus. The proposed parallel algorithm demands total 7[Formula: see text] electronic and three optical moves on odd network size or 7[Formula: see text] electronic and three optical moves on even network size. The algorithmic performance of the suggested parallel algorithm is also compared with the performances of recently reported optimal prefix sum algorithms on [Formula: see text] Biswapped-Mesh and [Formula: see text]-dimensional Biswapped Hyper Hexa-cell. Based on the comparative analysis, Biswapped-Torus claims to map prefix sum faster that require fewer communication moves compared to the Grid-based traditional architecture of biswapped family named Biswapped-Mesh. Moreover, the former also has architectural benefit of node-symmetry that leads to advantages such as easy embedding, mapping and designing of routing algorithms. Compared to symmetrical counter-part of biswapped family named Biswapped-Hyper Hexa-Cell, Biswapped-Torus is cost-efficient, but requires comparatively more communication moves for mapping prefix sum.
光电双缠绕环面结构的并行前缀和优化算法
Biswapped-Torus是最近报道的biswapped -框架家族的光电节点对称成员。本文提出了一种优化的双卷环面上前缀和计算的并行方法。所提出的并行算法要求在奇数网络大小上总共进行7次[公式:见文]电子移动和3次光学移动,或者在偶数网络大小上进行7次[公式:见文]电子移动和3次光学移动。本文还将所提并行算法的算法性能与最近报道的最优前缀和算法在[公式:见文本]双瓦网格和[公式:见文本]维双瓦超六边形上的性能进行了比较。通过对比分析,biswapped - torus声称与基于网格的传统biswapped - mesh结构相比,映射前缀和的速度更快,需要的通信次数更少。此外,前者还具有节点对称的架构优势,使得路由算法易于嵌入、映射和设计。与biswapping族的对称对应部分biswapped - hyper Hexa-Cell相比,biswapped - torus具有成本效率高的优点,但在映射前缀和时需要较多的通信动作。
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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