面向PQC的28nm 75.6 KOPS 13nj内存计算流水线数论变换加速器

IF 4 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Circuits and Systems II: Express Briefs Pub Date : 2024-10-16 DOI:10.1109/TCSII.2024.3481996
Jialiang Zhu;Yiyang Yuan;Long Nie;Weiye Tang;Ming Li;Hao Wu;Xiaojin Zhao;Guozhong Xing;Feng Zhang
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摘要

基于格的密码算法(LBC)利用了带误差学习(LWE)问题,是后量子密码(PQC)标准化的主要算法。在LWE问题的计算中,数论变换(NTT)占据了大部分的延迟和能量。本文简要介绍了一种用于PQC的内存计算(CIM)可配置管道NTT加速器。加速器集成了一个双向管道阵列,以最大限度地减少数据延迟,CIM处理元素,以减少内存访问,以及一个并行PQC电路,用于LBC协议部署。该加速器的28纳米芯片每256点NTT仅消耗13 nJ,同时实现75.6 KOPS的吞吐量,与最先进的设计相比,时钟周期减少了78%,能耗减少了45%。
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A 28 nm 75.6 KOPS 13 nJ Computing-in-Memory Pipeline Number Theoretic Transform Accelerator for PQC
Lattice-based cryptography (LBC) exploits the learning with errors (LWE) problem and is the main algorithm standardized for Post-Quantum Cryptography (PQC). Number theoretic transforms (NTT) account for most of the latency and energy in the computation of the LWE problem. This brief presents a Compute-in-Memory (CIM) configurable-pipeline NTT accelerator for PQC. The accelerator incorporates a bidirectional pipeline array to minimize data latency, CIM processing elements to reduce memory access, and a parallel PQC circuit for LBC protocol deployment. A 28 nm chip of the accelerator consumes only 13 nJ per 256-point NTT, while achieving a throughput of 75.6 KOPS that achieves a remarkable reduction of up to 78% in clock cycles and a 45% reduction in energy consumption than state-of-the-art designs.
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来源期刊
IEEE Transactions on Circuits and Systems II: Express Briefs
IEEE Transactions on Circuits and Systems II: Express Briefs 工程技术-工程:电子与电气
CiteScore
7.90
自引率
20.50%
发文量
883
审稿时长
3.0 months
期刊介绍: TCAS II publishes brief papers in the field specified by the theory, analysis, design, and practical implementations of circuits, and the application of circuit techniques to systems and to signal processing. Included is the whole spectrum from basic scientific theory to industrial applications. The field of interest covered includes: Circuits: Analog, Digital and Mixed Signal Circuits and Systems Nonlinear Circuits and Systems, Integrated Sensors, MEMS and Systems on Chip, Nanoscale Circuits and Systems, Optoelectronic Circuits and Systems, Power Electronics and Systems Software for Analog-and-Logic Circuits and Systems Control aspects of Circuits and Systems.
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