Robert Limas Sierra

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 13

Top Topics

Image And Video Retrieval

Fault Diagnosis

Special Session

Top Venues

Publications

Francesco Pessia, Juan-David Guerrero-Balaguera, Robert Limas Sierra, Josie E. Rodriguez Condia, Marco Levorato, Matteo Sonza Reorda
Effective Application-level Error Modeling of Permanent Faults on AI Accelerators. IOLTS (2024)
Josie E. Rodriguez Condia, Juan-David Guerrero-Balaguera, Edward Javier Patiño Nuñez, Robert Limas Sierra, Matteo Sonza Reorda
Investigating and Reducing the Architectural Impact of Transient Faults in Special Function Units for GPUs. J. Electron. Test. 40 (2) (2024)
Josie E. Rodriguez Condia, Juan-David Guerrero-Balaguera, Robert Limas Sierra, Matteo Sonza Reorda
Analyzing the Structural and Operational Impact of Faults in Floating-Point and Posit Arithmetic Cores for CNN Operations. ETS (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)
Robert Limas Sierra, Juan-David Guerrero-Balaguera, Francesco Pessia, Josie E. Rodriguez Condia, Matteo Sonza Reorda
Analyzing the Impact of Scheduling Policies on the Reliability of GPUs Running CNN Operations. VTS (2024)
Josie E. Rodriguez Condia, Juan-David Guerrero-Balaguera, Edward Javier Patiño Nuñez, Robert Limas Sierra, Matteo Sonza Reorda
Analyzing the Architectural Impact of Transient Fault Effects in SFUs of GPUs. LATS (2023)
Robert Limas Sierra, Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda
Analyzing the Impact of Different Real Number Formats on the Structural Reliability of TCUs in GPUs. VLSI-SoC (2023)
Robert Limas Sierra, Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda
A Reliability-aware Environment for Design Exploration for GPU Devices. DDECS (2023)
Josie E. Rodriguez Condia, Juan-David Guerrero-Balaguera, Edward Javier Patiño Nuñez, Robert Limas Sierra, Matteo Sonza Reorda
Evaluating the Prevalence of SFUs in the Reliability of GPUs. ETS (2023)
Juan-David Guerrero-Balaguera, Robert Limas Sierra, Matteo Sonza Reorda
Effective fault simulation of GPU's permanent faults for reliability estimation of CNNs. IOLTS (2022)
Juan-David Guerrero-Balaguera, Luigi Galasso, Robert Limas Sierra, Ernesto Sánchez, Matteo Sonza Reorda
Evaluating the impact of Permanent Faults in a GPU running a Deep Neural Network. ITC-Asia (2022)
Juan-David Guerrero-Balaguera, Luigi Galasso, Robert Limas Sierra, Matteo Sonza Reorda
Reliability Assessment of Neural Networks in GPUs: A Framework For Permanent Faults Injections. ISIE (2022)
Juan-David Guerrero-Balaguera, Luigi Galasso, Robert Limas Sierra, Matteo Sonza Reorda
Reliability Assessment of Neural Networks in GPUs: A Framework For Permanent Faults Injections. CoRR (2022)