Robert Limas Sierra

22 papers B 2C 5Misc 2Journal 4Unranked 9
YearRankTypeTitle / Venue / Authors
2026 — conf
Analyzing Hardware Accelerators' Reliability: From Design Exploration to Fast Evaluation with Hyperscalers.
LASCAS
Juan-David Guerrero-Balaguera, Robert Limas Sierra, Gustavo Vilar de Farias, Sergiu-Mohamed Abed, Ahmet Cagri Bagbaba, Josie E. Rodriguez Condia
2026 — conf
Reliability Assessment of Deep Neural Networks and Accelerators Across Design Stages.
LATS
Mohammad Hasan Ahmadilivani, Natalia Cherezova, Michael Glaß, Juan-David Guerrero-Balaguera, Maksim Jenihhin, Angeliki Kritikakou, Robert Limas Sierra, Letícia Maria Veiras Bolzani Poehls, Jaan Raik, Lucas Roquet, Fernando Fernandes dos Santos, Felipe Augusto da Silva, Matteo Sonza Reorda, Alessandro Veronesi, Ernesto Cristopher Villegas Castillo, Josie E. Rodriguez Condia
2025 — conf
About the Functional In-Field Self-Testing of AI Accelerators.
LATS
Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Robert Limas Sierra, Matteo Sonza Reorda
2025 — conf
Improving CNN Runtime Robustness Against Soft Errors by Dropout Layer Optimization.
LATS
Robert Limas Sierra, Giuseppe Esposito, Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda
2025 J jnl
Investigating and Mitigating Critical Faults in Floating-Point and Posit Arithmetic Hardware.
IEEE Trans. Emerg. Top. Comput.
Josie E. Rodriguez Condia, Juan-David Guerrero-Balaguera, Robert Limas Sierra, Matteo Sonza Reorda
2025 — conf
IoT and Edge Computing: Applications and Reliability Implications.
LATS
Edward-W. Caro-Anzola, Giuseppe Esposito, Juan-David Guerrero-Balaguera, Andrés Jiménez López, Fabián-R. Jiménez-López, Robert Limas Sierra, Gustavo Ramirez Espinosa, Edoardo Giusto, Bartolomeo Montrucchio, Oscar-F. Vera-Cely, Josie E. Rodriguez Condia
2025 J jnl
SHADOWFI: An Open-Source Framework for Fault Evaluation of Complex IC Designs Using Hyperscale Computing.
IEEE Access
Juan-David Guerrero-Balaguera, Robert Limas Sierra, Oguz Sensoz, Josie E. Rodriguez Condia, Maynor Giovanni Ballina Escobar, Maria Liz Crespo, Sergio Carrato, Matteo Sonza Reorda
2024 Misc conf
Analyzing the Impact of Scheduling Policies on the Reliability of GPUs Running CNN Operations.
VTS
Robert Limas Sierra, Juan-David Guerrero-Balaguera, Francesco Pessia, Josie E. Rodriguez Condia, Matteo Sonza Reorda
2024 B conf
Analyzing the Structural and Operational Impact of Faults in Floating-Point and Posit Arithmetic Cores for CNN Operations.
ETS
Josie E. Rodriguez Condia, Juan-David Guerrero-Balaguera, Robert Limas Sierra, Matteo Sonza Reorda
2024 C conf
Effective Application-level Error Modeling of Permanent Faults on AI Accelerators.
IOLTS
Francesco Pessia, Juan-David Guerrero-Balaguera, Robert Limas Sierra, Josie E. Rodriguez Condia, Marco Levorato, Matteo Sonza Reorda
2024 J jnl
Investigating and Reducing the Architectural Impact of Transient Faults in Special Function Units for GPUs.
J. Electron. Test.
Josie E. Rodriguez Condia, Juan-David Guerrero-Balaguera, Edward Javier Patiño Nuñez, Robert Limas Sierra, Matteo Sonza Reorda
2024 C conf
Reliability Assessment of Large DNN Models: Trading Off Performance and Accuracy.
VLSI-SoC
Junchao Chen, Giuseppe Esposito, Fernando Fernandes dos Santos, Juan-David Guerrero-Balaguera, Angeliki Kritikakou, Milos Krstic, Robert Limas Sierra, Josie E. Rodriguez Condia, Matteo Sonza Reorda, Marcello Traiola, Alessandro Veronesi
2024 Misc conf
Special Session: Reliability Assessment Recipes for DNN Accelerators.
VTS
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
2023 C conf
A Reliability-aware Environment for Design Exploration for GPU Devices.
DDECS
Robert Limas Sierra, Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda
2023 — conf
Analyzing the Architectural Impact of Transient Fault Effects in SFUs of GPUs.
LATS
Josie E. Rodriguez Condia, Juan-David Guerrero-Balaguera, Edward Javier Patiño Nuñez, Robert Limas Sierra, Matteo Sonza Reorda
2023 C conf
Analyzing the Impact of Different Real Number Formats on the Structural Reliability of TCUs in GPUs.
VLSI-SoC
Robert Limas Sierra, Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda
2023 — conf
Analyzing the Reliability of TCUs Through Micro-architecture and Structural Evaluations for Two Real Number Formats.
VLSI-SoC (Selected Papers)
Robert Limas Sierra, Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda
2023 B conf
Evaluating the Prevalence of SFUs in the Reliability of GPUs.
ETS
Josie E. Rodriguez Condia, Juan-David Guerrero-Balaguera, Edward Javier Patiño Nuñez, Robert Limas Sierra, Matteo Sonza Reorda
2022 C conf
Effective fault simulation of GPU's permanent faults for reliability estimation of CNNs.
IOLTS
Juan-David Guerrero-Balaguera, Robert Limas Sierra, Matteo Sonza Reorda
2022 — conf
Evaluating the impact of Permanent Faults in a GPU running a Deep Neural Network.
ITC-Asia
Juan-David Guerrero-Balaguera, Luigi Galasso, Robert Limas Sierra, Ernesto Sánchez, Matteo Sonza Reorda
2022 — conf
Reliability Assessment of Neural Networks in GPUs: A Framework For Permanent Faults Injections.
ISIE
Juan-David Guerrero-Balaguera, Luigi Galasso, Robert Limas Sierra, Matteo Sonza Reorda
2022 J jnl
Reliability Assessment of Neural Networks in GPUs: A Framework For Permanent Faults Injections.
CoRR
Juan-David Guerrero-Balaguera, Luigi Galasso, Robert Limas Sierra, Matteo Sonza Reorda