Robert Limas Sierra

According to our database, Robert Limas Sierra authored at least 13 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Investigating and Reducing the Architectural Impact of Transient Faults in Special Function Units for GPUs.

Josie E. Rodriguez Condia, Juan-David Guerrero-Balaguera, Edward Javier Patiño Nuñez, Robert Limas Sierra, Matteo Sonza Reorda

J. Electron. Test., April, 2024

Analyzing the Impact of Scheduling Policies on the Reliability of GPUs Running CNN Operations.

Robert Limas Sierra, Juan-David Guerrero-Balaguera, Francesco Pessia, Josie E. Rodriguez Condia, Matteo Sonza Reorda

Proceedings of the 42nd IEEE VLSI Test Symposium, 2024

Special Session: Reliability Assessment Recipes for DNN Accelerators.

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

Proceedings of the 42nd IEEE VLSI Test Symposium, 2024

Reliability Assessment of Large DNN Models: Trading Off Performance and Accuracy.

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

Proceedings of the 32nd IFIP/IEEE International Conference on Very Large Scale Integration, 2024

Effective Application-level Error Modeling of Permanent Faults on AI Accelerators.

Francesco Pessia, Juan-David Guerrero-Balaguera, Robert Limas Sierra, Josie E. Rodriguez Condia, Marco Levorato, Matteo Sonza Reorda

Proceedings of the 30th IEEE International Symposium on On-Line Testing and Robust System Design, 2024

Analyzing the Structural and Operational Impact of Faults in Floating-Point and Posit Arithmetic Cores for CNN Operations.

Josie E. Rodriguez Condia, Juan-David Guerrero-Balaguera, Robert Limas Sierra, Matteo Sonza Reorda

Proceedings of the IEEE European Test Symposium, 2024

2023

Analyzing the Impact of Different Real Number Formats on the Structural Reliability of TCUs in GPUs.

Robert Limas Sierra, Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda

Proceedings of the 31st IFIP/IEEE International Conference on Very Large Scale Integration, 2023

Analyzing the Architectural Impact of Transient Fault Effects in SFUs of GPUs.

Josie E. Rodriguez Condia, Juan-David Guerrero-Balaguera, Edward Javier Patiño Nuñez, Robert Limas Sierra, Matteo Sonza Reorda

Proceedings of the 24th IEEE Latin American Test Symposium, 2023

Evaluating the Prevalence of SFUs in the Reliability of GPUs.

Josie E. Rodriguez Condia, Juan-David Guerrero-Balaguera, Edward Javier Patiño Nuñez, Robert Limas Sierra, Matteo Sonza Reorda

Proceedings of the IEEE European Test Symposium, 2023

A Reliability-aware Environment for Design Exploration for GPU Devices.

Robert Limas Sierra, Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda

Proceedings of the 26th International Symposium on Design and Diagnostics of Electronic Circuits and Systems, 2023

2022

Evaluating the impact of Permanent Faults in a GPU running a Deep Neural Network.

Juan-David Guerrero-Balaguera, Luigi Galasso, Robert Limas Sierra, Ernesto Sánchez, Matteo Sonza Reorda

Proceedings of the IEEE International Test Conference in Asia, 2022

Reliability Assessment of Neural Networks in GPUs: A Framework For Permanent Faults Injections.

Juan-David Guerrero-Balaguera, Luigi Galasso, Robert Limas Sierra, Matteo Sonza Reorda

Proceedings of the 31st IEEE International Symposium on Industrial Electronics, 2022

Effective fault simulation of GPU's permanent faults for reliability estimation of CNNs.

Juan-David Guerrero-Balaguera, Robert Limas Sierra, Matteo Sonza Reorda

Proceedings of the 28th IEEE International Symposium on On-Line Testing and Robust System Design, 2022