Non-intrusive study on FPGA of the SEU sensitivity on the COTS RISC-V VeeR EH1 soft processor from Western Digital

IF 1.9 4区 计算机科学 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
Daniel León , Juan Carlos Fabero , Juan A. Clemente
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引用次数: 0

Abstract

This article studies the ISA-extension and application-specific soft error sensitivity of the RISC-V VeeR EH1 commercial processor core from Western Digital. To this end, a modified VeeRwolf SoC from Chips Alliance was deployed in a Digilent Nexys-A7 FPGA. Then, a fault injection platform was created for injecting soft errors in all architectural and micro-architectural registers of the VeeR EH1, without modifying the original processor core, when executing a set of commonly used space-related algorithms. Errors were categorized according to the consequences that they had on the normal execution of the processor, as well as to the unit of the core they were injected in. By changing compiling targets, four different combinations of RISC-V ISA extensions were also tested and compared, in the same processor IP, for a typical dot product algorithm, a hyperspectral imaging difference calculation and a SHA-256 hash. Experimental results will show how, for each one of these three case studies, the functionally equal binaries issued when compiling these programs using different ISA extensions are affected in different ways by error injections, opening the possibility to selectively compile functions based on a desired reliability/speed factor. The results additionally identify the specific units and subUnits within the processor’s structure that have been affected, pinpointing the exact element where the bitflip occurred, after detecting an error.

在 FPGA 上对 Western Digital 公司的 COTS RISC-V VeeR EH1 软处理器的 SEU 敏感性进行非侵入式研究
本文研究了 Western Digital 公司的 RISC-V VeeR EH1 商业处理器内核的 ISA 扩展和特定应用软误差灵敏度。为此,在 Digilent Nexys-A7 FPGA 中部署了 Chips Alliance 的改进型 VeeRwolf SoC。然后,创建了一个故障注入平台,用于在执行一组常用空间相关算法时,在不修改原始处理器内核的情况下,在 VeeR EH1 的所有架构和微架构寄存器中注入软错误。根据错误对处理器正常执行的影响以及注入错误的内核单元,对错误进行了分类。通过改变编译目标,还测试了四种不同的 RISC-V ISA 扩展组合,并在同一处理器 IP 中对典型的点积算法、高光谱成像差异计算和 SHA-256 哈希进行了比较。实验结果将显示,对于这三个案例研究中的每一个,在使用不同的 ISA 扩展编译这些程序时所生成的功能相等的二进制文件是如何以不同的方式受到错误注入的影响的,从而为根据所需的可靠性/速度因素选择性地编译功能提供了可能性。在检测到错误后,结果还能识别处理器结构中受影响的特定单元和子单元,准确定位发生位翻转的元素。
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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来源期刊
Microprocessors and Microsystems
Microprocessors and Microsystems 工程技术-工程:电子与电气
CiteScore
6.90
自引率
3.80%
发文量
204
审稿时长
172 days
期刊介绍: Microprocessors and Microsystems: Embedded Hardware Design (MICPRO) is a journal covering all design and architectural aspects related to embedded systems hardware. This includes different embedded system hardware platforms ranging from custom hardware via reconfigurable systems and application specific processors to general purpose embedded processors. Special emphasis is put on novel complex embedded architectures, such as systems on chip (SoC), systems on a programmable/reconfigurable chip (SoPC) and multi-processor systems on a chip (MPSoC), as well as, their memory and communication methods and structures, such as network-on-chip (NoC). Design automation of such systems including methodologies, techniques, flows and tools for their design, as well as, novel designs of hardware components fall within the scope of this journal. Novel cyber-physical applications that use embedded systems are also central in this journal. While software is not in the main focus of this journal, methods of hardware/software co-design, as well as, application restructuring and mapping to embedded hardware platforms, that consider interplay between software and hardware components with emphasis on hardware, are also in the journal scope.
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