Fernando Fernandes dos Santos

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 28

Top Topics

Experimental Findings

Reliability Assessment

Fault Injection

Top Venues

Publications

Fernando Fernandes dos Santos, Paolo Rech
Can GPU performance increase faster than the code error rate? J. Supercomput. 80 (12) (2024)
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)
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) (2024)
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)
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)
Fernando Fernandes dos Santos, Luigi Carro, Paolo Rech
Understanding and Improving GPUs' Reliability Combining Beam Experiments with Fault Simulation. ETS (2023)
Fernando Fernandes dos Santos, Luigi Carro, Paolo Rech
Understanding and Improving GPUs' Reliability Combining Beam Experiments with Fault Simulation. ITC (2023)
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)
Fernando Fernandes dos Santos, Angeliki Kritikakou, Olivier Sentieys
Experimental evaluation of neutron-induced errors on a multicore RISC-V platform. CoRR (2022)
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) (2022)
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 (2022)
Fernando Fernandes dos Santos, Angeliki Kritikakou, Olivier Sentieys
Experimental evaluation of neutron-induced errors on a multicore RISC-V platform. IOLTS (2022)
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)
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)
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 (2021)
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) (2021)
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)
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)
Fernando Fernandes dos Santos, Marcelo Brandalero, Pedro Martins Basso, Michael Hübner, Luigi Carro, Paolo Rech
Reduced-Precision DWC for Mixed-Precision GPUs. IOLTS (2020)
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)
Fernando Fernandes dos Santos, Caio B. Lunardi, Daniel Oliveira, Fabiano Libano, Paolo Rech
Reliability Evaluation of Mixed-Precision Architectures. HPCA (2019)
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)
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) (2019)
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)
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) (2019)
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)
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)
Fernando Fernandes dos Santos, Paolo Rech
Analyzing the criticality of transient faults-induced SDCS on GPU applications. ScalA@SC (2017)