| Analyzing and increasing the reliability of convolutional neural networks on GPUs FF dos Santos, PF Pimenta, C Lunardi, L Draghetti, L Carro, D Kaeli, ... IEEE Transactions on Reliability 68 (2), 663-677, 2018 | 131 | 2018 |
| Evaluation and mitigation of soft-errors in neural network-based object detection in three GPU architectures FF dos Santos, L Draghetti, L Weigel, L Carro, P Navaux, P Rech 2017 47th Annual IEEE/IFIP International Conference on Dependable Systems …, 2017 | 57 | 2017 |
| Radiation-induced error criticality in modern HPC parallel accelerators DAG De Oliveira, LL Pilla, M Hanzich, V Fratin, F Fernandes, C Lunardi, ... 2017 IEEE International Symposium on High Performance Computer Architecture …, 2017 | 37 | 2017 |
| Code-dependent and architecture-dependent reliability behaviors V Fratin, D Oliveira, C Lunardi, F Santos, G Rodrigues, P Rech 2018 48th Annual IEEE/IFIP International Conference on Dependable Systems …, 2018 | 34 | 2018 |
| Reliability evaluation of mixed-precision architectures FF dos Santos, C Lunardi, D Oliveira, F Libano, P Rech 2019 IEEE International Symposium on High Performance Computer Architecture …, 2019 | 30 | 2019 |
| Impact of reduced precision in the reliability of deep neural networks for object detection FF dos Santos, P Navaux, L Carro, P Rech 2019 IEEE European Test Symposium (ETS), 1-6, 2019 | 18 | 2019 |
| Kernel and layer vulnerability factor to evaluate object detection reliability in GPUs F Fernandes dos Santos, L Carro, P Rech IET Computers & Digital Techniques 13 (3), 178-186, 2019 | 17 | 2019 |
| Evaluation of histogram of oriented gradients soft errors criticality for automotive applications F Fernandes, L Weigel, C Jung, P Navaux, L Carro, P Rech ACM Transactions on Architecture and Code Optimization (TACO) 13 (4), 1-25, 2016 | 17 | 2016 |
| High-energy versus thermal neutron contribution to processor and memory error rates D Oliveira, FF dos Santos, GP Dávila, C Cazzaniga, C Frost, ... IEEE Transactions on Nuclear Science 67 (6), 1161-1168, 2020 | 14 | 2020 |
| Impact of tensor cores and mixed precision on the reliability of matrix multiplication in GPUs PM Basso, FF dos Santos, P Rech IEEE Transactions on Nuclear Science 67 (7), 1560-1565, 2020 | 10 | 2020 |
| Demystifying gpu reliability: comparing and combining beam experiments, fault simulation, and profiling FF dos Santos, SKS Hari, PM Basso, L Carro, P Rech 2021 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2021 | 9 | 2021 |
| Combining architectural simulation and software fault injection for a fast and accurate cnns reliability evaluation on gpus JER Condia, FF dos Santos, MS Reorda, P Rech 2021 IEEE 39th VLSI Test Symposium (VTS), 1-7, 2021 | 9 | 2021 |
| Detecting errors in convolutional neural networks using inter frame spatio-temporal correlation LK Draghetti, FF dos Santos, L Carro, P Rech 2019 IEEE 25th International Symposium on On-Line Testing and Robust System …, 2019 | 9 | 2019 |
| Performance and energy efficiency analysis of HPC physics simulation applications in a cluster of ARM processors JL Bez, EE Bernart, FF dos Santos, LM Schnorr, POA Navaux Concurrency and Computation: Practice and Experience 29 (22), e4014, 2017 | 9 | 2017 |
| Selective fault tolerance for register files of graphics processing units M Goncalves, F Fernandes, I Lamb, P Rech, JR Azambuja IEEE Transactions on Nuclear Science 66 (7), 1449-1456, 2019 | 8 | 2019 |
| Reduced precision dwc: An efficient hardening strategy for mixed-precision architectures FF dos Santos, M Brandalero, MB Sullivan, PM Basso, M Hübner, L Carro, ... IEEE Transactions on Computers 71 (3), 573-586, 2021 | 7 | 2021 |
| Analyzing the criticality of transient faults-induced SDCS on GPU applications FF Santos, P Rech Proceedings of the 8th Workshop on Latest Advances in Scalable Algorithms …, 2017 | 7 | 2017 |
| Transient-Fault-Aware Design and Training to Enhance DNNs Reliability with Zero-Overhead N Cavagnero, F Dos Santos, M Ciccone, G Averta, T Tommasi, P Rech 2022 IEEE 28th International Symposium on On-Line Testing and Robust System …, 2022 | 6* | 2022 |
| Revealing gpus vulnerabilities by combining register-transfer and software-level fault injection FF dos Santos, JER Condia, L Carro, MS Reorda, P Rech 2021 51st Annual IEEE/IFIP International Conference on Dependable Systems …, 2021 | 6 | 2021 |
| Thermal neutrons: a possible threat for supercomputer reliability D Oliveira, S Blanchard, N DeBardeleben, F Fernandes dos Santos, ... The Journal of Supercomputing 77, 1612-1634, 2021 | 6 | 2021 |
Paolo RechTrento University / UFRGSVerified email at unitn.it
