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ORCIDFernando Santos 0001
Person information
- affiliation: Inria Rennes, Fance
- affiliation (former): Federal University of Rio Grande do Sul, Institute of Informatics, Porto Alegre, Brazil
Other persons with the same name
- Fernando Santos — disambiguation page
- Fernando Fernandes 0002 — Hospital Universitário Antônio Pedro, Niterói, Brazil
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2020 – today
- 2024
[j8]Fernando Fernandes dos Santos
, Luigi Carro, Flavio Vella, Paolo Rech:
Assessing the Impact of Compiler Optimizations on GPUs Reliability. ACM Trans. Archit. Code Optim. 21(2): 26 (2024)- [j7]Fernando Fernandes dos Santos, Paolo Rech:
Can GPU performance increase faster than the code error rate? J. Supercomput. 80(12): 16918-16946 (2024) - [c25]Dennis Gnad, Martin Gotthard, Jonas Krautter, Angeliki Kritikakou, Vincent Meyers, Paolo Rech, Josie E. Rodriguez Condia, Annachiara Ruospo, Ernesto Sánchez, Fernando Fernandes dos Santos, Olivier Sentieys, Mehdi B. Tahoori, Russell Tessier, Marcello Traiola:
Reliability and Security of AI Hardware. ETS 2024: 1-10 - [c24]Fernando Fernandes dos Santos, Marcello Traiola, Angeliki Kritikakou:
Combining Fault Simulation and Beam Data for CNN Error Rate Estimation on RISC-V Commercial Platforms. IOLTS 2024: 1-8 - [c23]Mohammad Hasan Ahmadilivani, Alberto Bosio, Bastien Deveautour, Fernando Fernandes dos Santos, Juan-David Guerrero-Balaguera, Maksim Jenihhin, Angeliki Kritikakou, Robert Limas Sierra, Salvatore Pappalardo, Jaan Raik, Josie E. Rodriguez Condia, Matteo Sonza Reorda, Mahdi Taheri, Marcello Traiola:
Special Session: Reliability Assessment Recipes for DNN Accelerators. VTS 2024: 1-11 - 2023
- [c22]Fernando Fernandes dos Santos, Luigi Carro, Paolo Rech:
Understanding and Improving GPUs' Reliability Combining Beam Experiments with Fault Simulation. ETS 2023: 1-10 - [c21]Fernando Fernandes dos Santos, Luigi Carro, Paolo Rech:
Understanding and Improving GPUs' Reliability Combining Beam Experiments with Fault Simulation. ITC 2023: 176-185 - [c20]Juan-David Guerrero-Balaguera, Josie Esteban Rodriguez Condia, Fernando Fernandes dos Santos, Matteo Sonza Reorda, Paolo Rech:
Understanding the Effects of Permanent Faults in GPU's Parallelism Management and Control Units. SC 2023: 46:1-46:14 - [i5]Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Fernando Fernandes dos Santos, Matteo Sonza Reorda, Paolo Rech:
Understanding the Effects of Permanent Faults in GPU's Parallelism Management and Control Units. CoRR abs/2306.10856 (2023) - 2022
- [j6]Fernando Fernandes dos Santos, Marcelo Brandalero, Michael B. Sullivan, Pedro Martins Basso, Michael Hübner, Luigi Carro, Paolo Rech:
Reduced Precision DWC: An Efficient Hardening Strategy for Mixed-Precision Architectures. IEEE Trans. Computers 71(3): 573-586 (2022) - [c19]Niccolò Cavagnero, Fernando Fernandes dos Santos, Marco Ciccone, Giuseppe Averta, Tatiana Tommasi, Paolo Rech:
Transient-Fault-Aware Design and Training to Enhance DNNs Reliability with Zero-Overhead. IOLTS 2022: 1-7 - [c18]Fernando Fernandes dos Santos, Angeliki Kritikakou, Olivier Sentieys:
Experimental evaluation of neutron-induced errors on a multicore RISC-V platform. IOLTS 2022: 1-7 - [c17]Fernando Fernandes dos Santos, Paolo Rech, Angeliki Kritikakou, Olivier Sentieys:
Evaluating the Impact of Mixed-Precision on Fault Propagation for Deep Neural Networks on GPUs. ISVLSI 2022: 327 - [c16]Josie E. Rodriguez Condia, Juan-David Guerrero-Balaguera, Fernando Fernandes dos Santos, Matteo Sonza Reorda, Paolo Rech:
A Multi-level Approach to Evaluate the Impact of GPU Permanent Faults on CNN's Reliability. ITC 2022: 278-287 - [d1]Fernando Fernandes dos Santos:
Convolutional neural network errors. IEEE DataPort, 2022
- [i4]Niccolò Cavagnero, Fernando Fernandes dos Santos, Marco Ciccone, Giuseppe Averta, Tatiana Tommasi, Paolo Rech:
Fault-Aware Design and Training to Enhance DNNs Reliability with Zero-Overhead. CoRR abs/2205.14420 (2022) - [i3]Fernando Fernandes dos Santos, Angeliki Kritikakou, Olivier Sentieys:
Experimental evaluation of neutron-induced errors on a multicore RISC-V platform. CoRR abs/2206.08639 (2022) - [i2]Fernando Fernandes dos Santos, Angeliki Kritikakou, Josie Esteban Rodriguez Condia, Juan-David Guerrero-Balaguera, Matteo Sonza Reorda, Olivier Sentieys, Paolo Rech:
Characterizing a Neutron-Induced Fault Model for Deep Neural Networks. CoRR abs/2211.13094 (2022) - 2021
- [j5]Daniel Oliveira, Sean Blanchard, Nathan DeBardeleben, Fernando Fernandes dos Santos, Gabriel Piscoya Dávila, Philippe O. A. Navaux, Andrea Favalli, Opale Schappert, Stephen Wender, Carlo Cazzaniga, Christopher Frost, Paolo Rech:
Thermal neutrons: a possible threat for supercomputer reliability. J. Supercomput. 77(2): 1612-1634 (2021) - [c15]Fernando Fernandes dos Santos, Josie E. Rodriguez Condia, Luigi Carro, Matteo Sonza Reorda, Paolo Rech:
Revealing GPUs Vulnerabilities by Combining Register-Transfer and Software-Level Fault Injection. DSN 2021: 292-304 - [c14]Josie E. Rodriguez Condia, Paolo Rech, Fernando Fernandes dos Santos, Luigi Carro, Matteo Sonza Reorda:
Protecting GPU's Microarchitectural Vulnerabilities via Effective Selective Hardening. IOLTS 2021: 1-7 - [c13]Fernando Fernandes dos Santos, Siva Kumar Sastry Hari, Pedro Martins Basso, Luigi Carro, Paolo Rech:
Demystifying GPU Reliability: Comparing and Combining Beam Experiments, Fault Simulation, and Profiling. IPDPS 2021: 289-298 - [c12]Josie E. Rodriguez Condia, Fernando Fernandes dos Santos, Matteo Sonza Reorda, Paolo Rech:
Combining Architectural Simulation and Software Fault Injection for a Fast and Accurate CNNs Reliability Evaluation on GPUs. VTS 2021: 1-7 - [i1]Fernando Fernandes dos Santos, Sujit Malde, Carlo Cazzaniga, Christopher Frost, Luigi Carro, Paolo Rech:
Experimental Findings on the Sources of Detected Unrecoverable Errors in GPUs. CoRR abs/2108.00554 (2021) - 2020
- [c11]Daniel Oliveira, Sean Blanchard, Nathan DeBardeleben, Fernando Fernandes dos Santos, Gabriel Piscoya Dávila, Philippe O. A. Navaux, Carlo Cazzaniga, Christopher Frost, Robert C. Baumann, Paolo Rech:
Thermal Neutrons: a Possible Threat for Supercomputers and Safety Critical Applications. ETS 2020: 1-6 - [c10]Fernando Fernandes dos Santos, Marcelo Brandalero, Pedro Martins Basso, Michael Hübner, Luigi Carro, Paolo Rech:
Reduced-Precision DWC for Mixed-Precision GPUs. IOLTS 2020: 1-6
2010 – 2019
- 2019
- [j4]Fernando Fernandes dos Santos, Luigi Carro, Paolo Rech:
Kernel and layer vulnerability factor to evaluate object detection reliability in GPUs. IET Comput. Digit. Tech. 13(3): 178-186 (2019) - [j3]Fernando Fernandes dos Santos, Pedro Foletto Pimenta, Caio B. Lunardi, Lucas Draghetti, Luigi Carro, David R. Kaeli, Paolo Rech:
Analyzing and Increasing the Reliability of Convolutional Neural Networks on GPUs. IEEE Trans. Reliab. 68(2): 663-677 (2019) - [c9]Fernando Fernandes dos Santos, Philippe O. A. Navaux, Luigi Carro, Paolo Rech:
Impact of Reduced Precision in the Reliability of Deep Neural Networks for Object Detection. ETS 2019: 1-6 - [c8]Fernando Fernandes dos Santos, Caio B. Lunardi, Daniel Oliveira, Fabiano Libano, Paolo Rech:
Reliability Evaluation of Mixed-Precision Architectures. HPCA 2019: 238-249 - [c7]Lucas Klein Draghetti, Fernando Fernandes dos Santos, Luigi Carro, Paolo Rech:
Detecting Errors in Convolutional Neural Networks Using Inter Frame Spatio-Temporal Correlation. IOLTS 2019: 310-315 - 2018
- [c6]Vinicius Fratin, Daniel Oliveira, Caio B. Lunardi, Fernando Santos, Gennaro Severino Rodrigues, Paolo Rech:
Code-Dependent and Architecture-Dependent Reliability Behaviors. DSN 2018: 13-26 - [c5]Lukás Sekanina, Zdenek Vasícek, Alberto Bosio, Marcello Traiola, Paolo Rech, Daniel Oliveira, Fernando Fernandes, Stefano Di Carlo:
Special session: How approximate computing impacts verification, test and reliability. VTS 2018: 1 - 2017
- [j2]Jean Luca Bez, Eliezer E. Bernart, Fernando Fernandes dos Santos, Lucas Mello Schnorr, Philippe Olivier Alexandre Navaux:
Performance and energy efficiency analysis of HPC physics simulation applications in a cluster of ARM processors. Concurr. Comput. Pract. Exp. 29(22) (2017) - [c4]Lucas Weigel, Fernando Fernandes, Philippe O. A. Navaux, Paolo Rech:
Kernel vulnerability factor and efficient hardening for histogram of oriented gradients. DFT 2017: 1-6 - [c3]Fernando Fernandes dos Santos, Lucas Draghetti, Lucas Weigel, Luigi Carro, Philippe O. A. Navaux, Paolo Rech:
Evaluation and Mitigation of Soft-Errors in Neural Network-Based Object Detection in Three GPU Architectures. DSN Workshops 2017: 169-176 - [c2]Daniel Alfonso Gonçalves de Oliveira, Laércio Lima Pilla, Mauricio Hanzich, Vinicius Fratin, Fernando Fernandes, Caio B. Lunardi, José María Cela, Philippe Olivier Alexandre Navaux, Luigi Carro, Paolo Rech:
Radiation-Induced Error Criticality in Modern HPC Parallel Accelerators. HPCA 2017: 577-588 - [c1]Fernando Fernandes dos Santos, Paolo Rech:
Analyzing the criticality of transient faults-induced SDCS on GPU applications. ScalA@SC 2017: 1:1-1:7 - 2016
- [j1]Fernando Fernandes, Lucas Weigel, Cláudio R. Jung, Philippe O. A. Navaux, Luigi Carro, Paolo Rech:
Evaluation of Histogram of Oriented Gradients Soft Errors Criticality for Automotive Applications. ACM Trans. Archit. Code Optim. 13(4): 38:1-38:25 (2016)
Coauthor Index
aka: Josie Esteban Rodriguez Condia
aka: Philippe O. A. Navaux
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