Impact of Using Off-Chip Memories on Reliability of Edge Computing Systems to Single-Event Upsets

This work investigated the impact of using either an off-chip or an on-chip non-volatile memory on the reliability of two different RISC-V (reduced instruction set computer V) based edge computing systems operating under 14-MeV neutrons. Radiation testing results suggest the single-event upset (SEU)-induced failure rate of the case-study system with off-chip memory would be around 2.5 times higher than its counterpart with on-chip memory. Additional results of classical RISC based edge computing system running neural networks are also reported.

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Published
2024-09-16
DOI
https://doi.org/10.1109/radecs61970.2024.11298594
Primary Topic
Radiation Effects in Electronics
Type
article
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article

Impact of Using Off-Chip Memories on Reliability of Edge Computing Systems to Single-Event Upsets

Rodrigo Possamai Bastos, Alberto Bosio, Luiz Henrique Laurini, Leonardo Alexandrino de Melo
Radiation Effects in Electronics
article

Impact of Using Off-Chip Memories on Reliability of Edge Computing Systems to Single-Event Upsets

Rodrigo Possamai Bastos, Alberto Bosio, Luiz Henrique Laurini, Leonardo Alexandrino de Melo
article en

Abstract

This work investigated the impact of using either an off-chip or an on-chip non-volatile memory on the reliability of two different RISC-V (reduced instruction set computer V) based edge computing systems operating under 14-MeV neutrons. Radiation testing results suggest the single-event upset (SEU)-induced failure rate of the case-study system with off-chip memory would be around 2.5 times higher than its counterpart with on-chip memory. Additional results of classical RISC based edge computing system running neural networks are also reported.

Université Claude Bernard Lyon 1 (FR), Institut polytechnique de Grenoble (FR), École Centrale de Lyon (FR), Centre National de la Recherche Scientifique (FR), Institut des Nanotechnologies de Lyon (FR), Techniques of Informatics and Microelectronics for Integrated Systems Architecture (FR), Institut National des Sciences Appliquées de Lyon (FR), Université Grenoble Alpes (FR)
Openalex Percentile: Top 94%
Radiation Effects in Electronics
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Impact of Using Off-Chip Memories on Reliability of Edge Computing Systems to Single-Event Upsets — Rodrigo Possamai Bastos, Alberto Bosio, et al. · (2024) | TGRS Research Map | TGRS