Juan-David Guerrero-Balaguera

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 31

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Special Session

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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)
Giuseppe Esposito, Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Marco Levorato, Matteo Sonza Reorda
Assessing the Reliability of Different Split Computing Neural Network Applications. LATS (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)
Giuseppe Esposito, Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Marco Levorato, Matteo Sonza Reorda
Enhancing the Reliability of Split Computing Deep Neural Networks. IOLTS (2024)
Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Marco Levorato, Matteo Sonza Reorda
Evaluating the Reliability of Supervised Compression for Split Computing. VTS (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)
Luis Ariel Mesa, Juan-David Guerrero-Balaguera, Erika D. Castañeda, Ernesto Sánchez, Wilson-Javier Pérez-Holguín
An Integrated Environment for the Reliability Assessment of CNNs Accelerators Implemented in FPGAs. LATS (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)
Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda
STLs for GPUs: Using High-Level Language Approaches. IEEE Des. Test 40 (4) (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)
Josie E. Rodriguez Condia, Felipe Augusto da Silva, Ahmet Çagri Bagbaga, Juan-David Guerrero-Balaguera, Said Hamdioui, Christian Sauer, Matteo Sonza Reorda
Using STLs for Effective In-Field Test of GPUs. IEEE Des. Test 40 (2) (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)
Juan-David Guerrero-Balaguera, Ian Harshbarger, Josie E. Rodriguez Condia, Marco Levorato, Matteo Sonza Reorda
Reliability Estimation of Split DNN Models for Distributed Computing in IoT Systems. ISIE (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, Josie E. Rodriguez Condia, Fernando F. Dos Santos, Matteo Sonza Reorda, Paolo Rech
Understanding the Effects of Permanent Faults in GPU's Parallelism Management and Control Units. CoRR (2023)
Juan-David Guerrero-Balaguera, Josie Esteban Rodriguez Condia, Fernando Fernandes dos Santos, Matteo Sonza Reorda, Paolo Rech
Understanding the Effects of Permanent Faults in GPU's Parallelism Management and Control Units. SC (2023)
Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda
A Compaction Method for STLs for GPU in-field test. DATE (2022)
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)
Fernando Fernandes dos Santos, Angeliki Kritikakou, Josie Esteban Rodriguez Condia, Juan-David Guerrero-Balaguera, Matteo Sonza Reorda, Olivier Sentieys, Paolo Rech
Characterizing a Neutron-Induced Fault Model for Deep Neural Networks. CoRR (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, Josie E. Rodriguez Condia, Matteo Sonza Reorda
A New Method to Generate Software Test Libraries for In-Field GPU Testing Resorting to High-Level Languages. VTS (2022)
Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda
Neural Network's Reliability to Permanent Faults: Analyzing the Impact of Performance Optimizations in GPUs. ICECS 2022 (2022)
Josie E. Rodriguez Condia, Juan-David Guerrero-Balaguera, Fernando F. Dos Santos, Matteo Sonza Reorda, Paolo Rech
A Multi-level Approach to Evaluate the Impact of GPU Permanent Faults on CNN's Reliability. ITC (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)
Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda
A Novel Compaction Approach for SBST Test Programs. CoRR (2021)
Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda
A Novel Compaction Approach for SBST Test Programs. ATS (2021)
Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda
Using Hardware Performance Counters to support infield GPU Testing. ICECS (2021)
Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda
On the Functional Test of Special Function Units in GPUs. DDECS (2021)