Fernando Santos
Orcid: 0000-0002-3504-9862Affiliations:
- Inria Rennes, Fance
- Federal University of Rio Grande do Sul, Institute of Informatics, Porto Alegre, Brazil (former)
According to our database1,
Fernando Santos
authored at least 31 papers
between 2016 and 2023.
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Bibliography
2023
Understanding the Effects of Permanent Faults in GPU's Parallelism Management and Control Units.
Proceedings of the International Conference for High Performance Computing, 2023
Understanding and Improving GPUs' Reliability Combining Beam Experiments with Fault Simulation.
Proceedings of the IEEE European Test Symposium, 2023
2022
Reduced Precision DWC: An Efficient Hardening Strategy for Mixed-Precision Architectures.
IEEE Trans. Computers, 2022
CoRR, 2022
A Multi-level Approach to Evaluate the Impact of GPU Permanent Faults on CNN's Reliability.
Proceedings of the IEEE International Test Conference, 2022
Evaluating the Impact of Mixed-Precision on Fault Propagation for Deep Neural Networks on GPUs.
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2022
Proceedings of the 28th IEEE International Symposium on On-Line Testing and Robust System Design, 2022
Transient-Fault-Aware Design and Training to Enhance DNNs Reliability with Zero-Overhead.
Proceedings of the 28th IEEE International Symposium on On-Line Testing and Robust System Design, 2022
2021
J. Supercomput., 2021
CoRR, 2021
Combining Architectural Simulation and Software Fault Injection for a Fast and Accurate CNNs Reliability Evaluation on GPUs.
Proceedings of the 39th IEEE VLSI Test Symposium, 2021
Demystifying GPU Reliability: Comparing and Combining Beam Experiments, Fault Simulation, and Profiling.
Proceedings of the 35th IEEE International Parallel and Distributed Processing Symposium, 2021
Protecting GPU's Microarchitectural Vulnerabilities via Effective Selective Hardening.
Proceedings of the 27th IEEE International Symposium on On-Line Testing and Robust System Design, 2021
Revealing GPUs Vulnerabilities by Combining Register-Transfer and Software-Level Fault Injection.
Proceedings of the 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2021
2020
Proceedings of the 26th IEEE International Symposium on On-Line Testing and Robust System Design, 2020
Thermal Neutrons: a Possible Threat for Supercomputers and Safety Critical Applications.
Proceedings of the IEEE European Test Symposium, 2020
2019
IEEE Trans. Reliab., 2019
Kernel and layer vulnerability factor to evaluate object detection reliability in GPUs.
IET Comput. Digit. Tech., 2019
Detecting Errors in Convolutional Neural Networks Using Inter Frame Spatio-Temporal Correlation.
Proceedings of the 25th IEEE International Symposium on On-Line Testing and Robust System Design, 2019
Proceedings of the 25th IEEE International Symposium on High Performance Computer Architecture, 2019
Impact of Reduced Precision in the Reliability of Deep Neural Networks for Object Detection.
Proceedings of the 24th IEEE European Test Symposium, 2019
2018
Special session: How approximate computing impacts verification, test and reliability.
Proceedings of the 36th IEEE VLSI Test Symposium, 2018
Proceedings of the 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2018
2017
Performance and energy efficiency analysis of HPC physics simulation applications in a cluster of ARM processors.
Concurr. Comput. Pract. Exp., 2017
Proceedings of the 8th Workshop on Latest Advances in Scalable Algorithms for Large-Scale Systems, 2017
Proceedings of the 2017 IEEE International Symposium on High Performance Computer Architecture, 2017
Evaluation and Mitigation of Soft-Errors in Neural Network-Based Object Detection in Three GPU Architectures.
Proceedings of the 47th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2017
Kernel vulnerability factor and efficient hardening for histogram of oriented gradients.
Proceedings of the IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, 2017
2016
Evaluation of Histogram of Oriented Gradients Soft Errors Criticality for Automotive Applications.
ACM Trans. Archit. Code Optim., 2016