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 …

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 …

[HTML][HTML] SOFIA: An automated framework for early soft error assessment, identification, and mitigation

J Gava, V Bandeira, F Rosa, R Garibotti, R Reis… - Journal of Systems …, 2022 - Elsevier
The occurrence of radiation-induced soft errors in electronic computing systems can either
affect non-essential system functionalities or violate safety–critical conditions, which might …

A fast and scalable fault injection framework to evaluate multi/many-core soft error reliability

F Rosa, F Kastensmidt, R Reis… - 2015 IEEE International …, 2015 - ieeexplore.ieee.org
Increasing chip power densities allied to the continuous technology shrink is making
emerging multiprocessor embedded systems more vulnerable to soft errors. Due the high …

Evaluation of the soft error assessment consistency of a JIT‐based virtual platform simulator

G Abich, R Garibotti, V Bandeira… - IET Computers & …, 2021 - Wiley Online Library
Soft error resilience has become an essential design metric in electronic computing systems
as advanced technology nodes have become less robust to high‐charged particle effects …

Fast and accurate error simulation for cnns against soft errors

C Bolchini, L Cassano, A Miele… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The great quest for adopting AI-based computation for safety-/mission-critical applications
motivates the interest towards methods for assessing the robustness of the application wrt …

gemV-tool: A Comprehensive Soft Error Reliability Estimation Tool for Design Space Exploration

H So, Y Ko, J Jung, K Lee, A Shrivastava - Electronics, 2023 - mdpi.com
With aggressive technology scaling, soft errors have become a major threat in modern
computing systems. Several techniques have been proposed in the literature and …

Statistical reliability estimation of microprocessor-based systems

A Savino, S Di Carlo, G Politano… - IEEE Transactions …, 2011 - ieeexplore.ieee.org
What is the probability that the execution state of a given microprocessor running a given
application is correct, in a certain working environment with a given soft-error rate? Trying to …

Micro-Architectural features as soft-error markers in embedded safety-critical systems: preliminary study

D Kasap, A Carpegna, A Savino… - 2023 IEEE European …, 2023 - ieeexplore.ieee.org
Radiation-induced soft errors are one of the most challenging issues in Safety Critical Real-
Time Embedded System (SACRES) reliability, usually handled using different flavors of …

Redundancy mining for soft error detection in multicore processors

R Hyman, K Bhattacharya… - IEEE Transactions on …, 2010 - ieeexplore.ieee.org
The trends in technology scaling and the reduction in supply voltages have significantly
improved the performance and energy consumption in modern microprocessors …