利用编码技术在单端口存储器上实现多端口存储器性能

Hardik B. Jain, M. Edwards, Ethan R. Elenberg, A. Rawat, S. Vishwanath
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引用次数: 1

摘要

如今,许多性能关键型系统必须依赖于性能增强,例如多端口内存,以满足不断增长的内存访问容量需求。然而,现有多端口存储器设计的面积占用和复杂性限制了它们的适用性。本文探讨了一个编码理论框架来解决这个问题。本文特别介绍了一种跨多个单端口存储库的数据编码框架,以算法实现多端口存储的功能。与现有的基于复制的多端口存储器仿真相比,本文提出了三种显著减少存储开销的代码设计。为了进一步提高性能,我们还演示了一种内存控制器设计,该设计利用编码内存库的冗余来更有效地调度跨多个内核发送的读写请求。此外,以DRAM轨迹为指导,本文探索动态编码技术,以提高基于编码的存储器设计的效率。然后,我们展示了与传统的非编码存储器设计相比,所提出的编码存储器设计在关键字读写延迟方面的显着性能改进。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Achieving Multi-port Memory Performance on Single-Port Memory with Coding Techniques
Many performance critical systems today must rely on performance enhancements, such as multi-port memories, to keep up with the increasing demand of memory-access capacity. However, the large area footprints and complexity of existing multi-port memory designs limit their applicability. This paper explores a coding theoretic framework to address this problem. In particular, this paper introduces a framework to encode data across multiple single-port memory banks in order to algorithmically realize the functionality of multi-port memory. This paper proposes three code designs with significantly less storage overhead compared to the existing replication based emulations of multi-port memories. To further improve performance, we also demonstrate a memory controller design that utilizes redundancy across coded memory banks to more efficiently schedule read and write requests sent across multiple cores. Furthermore, guided by DRAM traces, the paper explores dynamic coding techniques to improve the efficiency of the coding based memory design. We then show significant performance improvements in critical word read and write latency in the proposed coded-memory design when compared to a traditional uncoded-memory design.
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