Integrated Photonics Architectures for Residue Number System Computations

Jiaxin Peng, Y. Alkabani, Shuai Sun, V. Sorger, T. El-Ghazawi
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引用次数: 4

Abstract

Residue number system (RNS) can represent large numbers as sets of relatively smaller prime numbers. Architectures for such systems can be inherently parallel, as arithmetic operations on large numbers can then be performed on elements of those sets individually. As RNS arithmetic is based on modulo operations, an RNS computational unit is usually constructed as a network of switches that are controlled to perform a specific computation, giving rise to the processing in network (PIN) paradigm. In this work, we explore using integrated photonics switches to build different high-speed architectures of RNS computational units based on multistage interconnection networks. The inherent parallelism of RNS, as well as very low energy of integrated phontonics are two primary reasons for the promise of this direction. We study the trade-offs between the area and the control complexity of five different architectures. We show that our newly proposed architecture, which is based on arbitrary size Benes (AS-Benes) networks, saves up to 90% of the area and is up to 16 times faster than the other architectures.
残数系统计算的集成光子体系结构
残数系统(RNS)可以将大数表示为相对较小的素数集合。这类系统的体系结构本质上是并行的,因为对大数的算术运算可以分别在这些集合的元素上执行。由于RNS算法基于模运算,一个RNS计算单元通常被构造为一个由交换机组成的网络,这些交换机被控制来执行特定的计算,从而产生了网络处理(PIN)范式。在这项工作中,我们探索了使用集成光子开关来构建基于多级互连网络的RNS计算单元的不同高速架构。RNS固有的并行性,以及集成声子的低能量是这个方向有希望的两个主要原因。我们研究了五种不同架构的面积和控制复杂性之间的权衡。我们表明,我们新提出的基于任意大小的Benes (AS-Benes)网络的架构节省了高达90%的面积,并且比其他架构快16倍。
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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