3 citations · 3 across the 3 of their papers we have counts for
3 papers
GPU Under Pressure: Estimating Application's Stress via Telemetry and Performance Counters
Giuseppe Esposito, Juan-David Guerrero-Balaguera, Josie Esteban Rodriguez Condia +3
Graphics Processing Units (GPUs) are specialized accelerators in data centers and high-performance computing (HPC) systems, enabling the fast execution of compute-intensive applica…
Evaluating Different Fault Injection Abstractions on the Assessment of DNN SW Hardening Strategies
Giuseppe Esposito, Juan David Guerrero-Balaguera, Josie Esteban Rodriguez Condia +1
The reliability of Neural Networks has gained significant attention, prompting efforts to develop SW-based hardening techniques for safety-critical scenarios. However, evaluating h…
Characterizing a Neutron-Induced Fault Model for Deep Neural Networks
Fernando Fernandes dos Santos, Angeliki Kritikakou, Josie Esteban Rodriguez Condia +4
The reliability evaluation of Deep Neural Networks (DNNs) executed on Graphic Processing Units (GPUs) is a challenging problem since the hardware architecture is highly complex and…