Artificial neural networks for space and safety-critical applications: Reliability issues and potential solutions

P Rech - IEEE Transactions on Nuclear Science, 2024 - ieeexplore.ieee.org
Machine learning is among the greatest advancements in computer science and
engineering and is today used to classify or detect objects, a key feature in autonomous …

Soft error effects on arm microprocessors: Early estimations versus chip measurements

PR Bodmann, G Papadimitriou… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Extensive research efforts are being carried out to evaluate and improve the reliability of
computing devices either through beam experiments or simulation-based fault injection …

Demystifying soft error assessment strategies on arm cpus: Microarchitectural fault injection vs. neutron beam experiments

A Chatzidimitriou, P Bodmann… - 2019 49th Annual …, 2019 - ieeexplore.ieee.org
Fault injection in early microarchitecture-level simulation CPU models and beam
experiments on the final physical CPU chip are two established methodologies to access the …

Impact of voltage scaling on soft errors susceptibility of multicore server cpus

D Agiakatsikas, G Papadimitriou, V Karakostas… - Proceedings of the 56th …, 2023 - dl.acm.org
Microprocessor power consumption and dependability are both crucial challenges that
designers have to cope with due to shrinking feature sizes and increasing transistor counts …

Multi-scale, Multi-physics Modeling and Simulation of Single Event Effects in Digital Electronics: from Particles to Systems

JL Autran, D Munteanu - IEEE Transactions on Nuclear Science, 2023 - ieeexplore.ieee.org
This article aims to provide a survey of modeling and simulation of single-event effects
(SEEs) in digital electronics at device, circuit, and system levels. It primarily focuses on the …

Using machine learning techniques to evaluate multicore soft error reliability

FR da Rosa, R Garibotti, L Ost… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Virtual platform frameworks have been extended to allow earlier soft error analysis of more
realistic multicore systems (ie, real software stacks and state-of-the-art ISAs). The high …

Analysis of single event effects on embedded processor

S Azimi, C De Sio, D Rizzieri, L Sterpone - Electronics, 2021 - mdpi.com
The continuous scaling of electronic components has led to the development of high-
performance microprocessors which are even suitable for safety-critical applications where …

[HTML][HTML] Evaluating reliability against SEE of embedded systems: A comparison of RTOS and bare-metal approaches

C De Sio, S Azimi, L Sterpone - Microelectronics Reliability, 2023 - Elsevier
Embedded processors are widely used in critical applications such as space missions,
where reliability is mandatory for the success of missions. Due to the increasing application …

Register file criticality and compiler optimization effects on embedded microprocessor reliability

FM Lins, LA Tambara, FL Kastensmidt… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
In this paper, we investigate the impact of register file errors in modern embedded
microprocessors reliability through fault-injection and heavy-ion experiments. Additionally …

Analyzing the impact of fault-tolerance methods in arm processors under soft errors running linux and parallelization apis

GS Rodrigues, F Rosa, ÁB de Oliveira… - … on Nuclear Science, 2017 - ieeexplore.ieee.org
This paper presents an analysis of the efficiency of traditional fault-tolerance methods on
parallel systems running on top of Linux OS. It starts by studying the occurrence of software …