Permuting streaming data using RAMs

Author:

Püschel Markus1,Milder Peter A.1,Hoe James C.1

Affiliation:

1. Carnegie Mellon University, Pittsburgh, Pennsylvania

Abstract

This article presents a method for constructing hardware structures that perform a fixed permutation on streaming data. The method applies to permutations that can be represented as linear mappings on the bit-level representation of the data locations. This subclass includes many important permutations such as stride permutations (corner turn, perfect shuffle, etc.), the bit reversal, the Hadamard reordering, and the Gray code reordering. The datapath for performing the streaming permutation consists of several independent banks of memory and two interconnection networks. These structures are built for a given streaming width (i.e., number of inputs and outputs per cycle) and operate at full throughput for this streaming width. We provide an algorithm that completely specifies the datapath and control logic given the desired permutation and streaming width. Further, we provide lower bounds on the achievable cost of a solution and show that for an important subclass of permutations our solution is optimal. We apply our algorithm to derive datapaths for several important permutations, including a detailed example that carefully illustrates each aspect of the design process. Lastly, we compare our permutation structures to those of Järvinen et al. [2004], which are specialized for stride permutations.

Funder

Defense Advanced Research Projects Agency

National Science Foundation

Publisher

Association for Computing Machinery (ACM)

Subject

Artificial Intelligence,Hardware and Architecture,Information Systems,Control and Systems Engineering,Software

Reference23 articles.

1. Architecture-oriented regular algorithms for discrete sine and cosine transforms

2. Beauchamp K. G. 1984. Applications of Walsh and Related Functions. Academic Press Orlando FL. Beauchamp K. G. 1984. Applications of Walsh and Related Functions. Academic Press Orlando FL.

3. Benes V. E. 1965. Mathematical Theory of Connecting Networks and Telephone Traffic. Academic Press Orlando FL. Benes V. E. 1965. Mathematical Theory of Connecting Networks and Telephone Traffic. Academic Press Orlando FL.

4. Bernstein D. S. 2005. Matrix Mathematics. Princeton University Press Princeton NJ. Bernstein D. S. 2005. Matrix Mathematics. Princeton University Press Princeton NJ.

5. Merging and sorting networks with the topology of the omega network

Cited by 27 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. DL-Sort: A Hybrid Approach to Scalable Hardware-Accelerated Fully-Streaming Sorting;IEEE Transactions on Circuits and Systems II: Express Briefs;2024-05

2. Multiplexer & Memory Efficient Bit-Reversal Algorithms;2023 IEEE Asia Pacific Conference on Circuits and Systems (APCCAS);2023-11-19

3. Towards a Flexible Hardware Implementation for Mixed-Radix Fourier Transforms;2023 IEEE High Performance Extreme Computing Conference (HPEC);2023-09-25

4. DSL-Based Hardware Generation with Scala;ACM Transactions on Reconfigurable Technology and Systems;2020-02-05

5. Data staging for efficient high throughput stream processing;Parallel Computing;2019-12

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3