Towards Write Optimization for Skyrmion Racetrack Memory by Skyrmion Re-Permutation

排列(音乐) 延迟(音频) 天空 辅助存储器 空中骑兵 计算机科学 赛道记忆 词(群论) 能量(信号处理) 并行计算 算法 物理 计算机硬件 天体物理学 数学 内存管理 粒子物理学 电信 统计 半导体存储器 几何学 声学 交错存储器
作者
Tsun-Yu Yang,Xiangjun Peng,Wang Kang,Ming-Chang Yang
出处
期刊:IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems [Institute of Electrical and Electronics Engineers]
卷期号:43 (6): 1769-1780
标识
DOI:10.1109/tcad.2024.3351917
摘要

Skyrmion racetrack memory (Sky-RM), as an emerging non-volatile memory technology, provides both high-density data storage and low-access latency, accompanying with a novel feature of using current to shift data along a racetrack. However, it is time-comsuing and energy-hungry to write/inject new particle-like Skyrimons on Sky-RM compared with other manipulations. Thus, the goal of this work is to presents a novel strategy to optimize write performance in Sky-RM, Permutation-Write (PW). Particuarly, PW reduces the number of Skyrmion injections when writing data, by "re-permuting" existing Skyrmion particles within a racetrack. Moreover, based on the flexible concept of re-permutation, this work further proposes PW+ strategy, which is an optimized PW strategy integrated with injection and shift optimizations to achieve better performance. Our evaluation results justify that PW+ can greatly reduce the amount of Skyrmion injections, which are considered highly expensive in Sky-RM, by at least 50%, compared with other state-of-the-art write-optimized strategies. Furthermore, PW+ only incurs 1.79 injections, averaged for every 64-bit-word write. We show that PW+ strategy can bring significant benefits over other state-of-the-art write-optimized strategies by about 16-50% for every 64-bit-word write, for both performance and energy efficiency.

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