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2025
[j7]
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Nikolaos Ioannis Deligiannis, Juan-David Guerrero-Balaguera, Riccardo Cantoro, Serag E.-D. Habib, Matteo Sonza Reorda:
A Reliability Evaluation Flow for Assessing the Impact of Permanent Hardware Faults on Integer Arithmetic Circuits. IEEE Access 13: 32177-32196 (2025)
[j6]
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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:
SHADOWFI: An Open-Source Framework for Fault Evaluation of Complex IC Designs Using Hyperscale Computing. IEEE Access 13: 211382-211406 (2025)
[j5]
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Josie E. Rodriguez Condia, Juan-David Guerrero-Balaguera, Robert Limas Sierra, Matteo Sonza Reorda:
Investigating and Mitigating Critical Faults in Floating-Point and Posit Arithmetic Hardware. IEEE Trans. Emerg. Top. Comput. 13(4): 1605-1617 (2025)
[j4]
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Juan-David Guerrero-Balaguera, Josie Esteban Rodriguez Condia, Matteo Sonza Reorda:
Effective Fault Effects Evaluation for Permanent Faults in GPUs executing DNNs. ACM Trans. Design Autom. Electr. Syst. 30(2): 33:1-33:33 (2025)
[c33]
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Sergiu-Mohamed Abed, Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Gianluca De Lucia, Marco Lapegna, Matteo Sonza Reorda:
Analysis and Mitigation of Soft-errors in GPU-accelerated Hyperspectral Image Classifiers. DDECS 2025: 131-134
[c32]
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Giuseppe Esposito, Enrico Magliano, Nicola Scarano, Tamer Ahmed Eltaras, Juan-David Guerrero-Balaguera, Luca Mannella, Josie E. Rodriguez Condia, Annachiara Ruospo, Stefano Di Carlo, Marco Levorato, Alessandro Savino, Matteo Sonza Reorda:
AI-Based Classification of Adversarial Attacks vs. Hardware Fault Corruptions in the Split Computing Context. IOLTS 2025: 1-7
[c31]
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Ernesto Cristopher Villegas Castillo, Felipe Augusto da Silva, Josie E. Rodriguez Condia, Juan-David Guerrero-Balaguera, Michael Glaß:
Early Reliability Estimation in Hardware Accelerators using Improved Colored Petri Nets. ITC 2025: 498-501
[c30]
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  - conf/latw/CaroAnzolaEGLJSRGMVC25
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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:
IoT and Edge Computing: Applications and Reliability Implications. LATS 2025: 1-10
[c29]
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Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Robert Limas Sierra, Matteo Sonza Reorda:
About the Functional In-Field Self-Testing of AI Accelerators. LATS 2025: 1-6
[c28]
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Robert Limas Sierra, Giuseppe Esposito, Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda:
Improving CNN Runtime Robustness Against Soft Errors by Dropout Layer Optimization. LATS 2025: 1-6
[i6]
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  - journals/corr/abs-2511-05067
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Giuseppe Esposito, Juan-David Guerrero-Balaguera, Josie Esteban Rodriguez Condia, Matteo Sonza Reorda, Marco Barbiero, Rossella Fortuna:
GPU Under Pressure: Estimating Application's Stress via Telemetry and Performance Counters. CoRR abs/2511.05067 (2025)
2024
[j3]
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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): 215-228 (2024)
[c27]
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Giuseppe Esposito, Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda:
Evaluating Different Fault Injection Abstractions on the Assessment of DNN SW Hardening Strategies. ATS 2024: 1-6
[c26]
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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: 1-4
[c25]
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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: 1-7
[c24]
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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: 1-7
[c23]
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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: 1-6
[c22]
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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: 1-4
[c21]
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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:
Reliability Assessment of Large DNN Models: Trading Off Performance and Accuracy. VLSI-SoC 2024: 1-10
[c20]
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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: 1-11
[c19]
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Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Marco Levorato, Matteo Sonza Reorda:
Evaluating the Reliability of Supervised Compression for Split Computing. VTS 2024: 1-6
[c18]
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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: 1-7
[i5]
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  - journals/corr/abs-2412-08466
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Giuseppe Esposito, Juan-David Guerrero-Balaguera, Josie Esteban Rodriguez Condia, Matteo Sonza Reorda:
Evaluating Different Fault Injection Abstractions on the Assessment of DNN SW Hardening Strategies. CoRR abs/2412.08466 (2024)
2023
[j2]
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  - journals/dt/CondiaSBGHSR23
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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): 109-117 (2023)
[j1]
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Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda:
STLs for GPUs: Using High-Level Language Approaches. IEEE Des. Test 40(4): 51-60 (2023)
[c17]
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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: 169-174
[c16]
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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: 1-6
[c15]
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  - conf/isie/GuerreroBalagueraHCLR23
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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: 1-4
[c14]
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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: 1-6
[c13]
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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: 46:1-46:14
[c12]
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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: 1-6
[c11]
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Robert Limas Sierra, Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda:
Analyzing the Reliability of TCUs Through Micro-architecture and Structural Evaluations for Two Real Number Formats. VLSI-SoC (Selected Papers) 2023: 149-176
[i4]
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  - journals/corr/abs-2306-10856
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Juan-David Guerrero-Balaguera, Josie E. 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. CoRR abs/2306.10856 (2023)
2022
[c10]
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Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda:
A Compaction Method for STLs for GPU in-field test. DATE 2022: 454-459
[c9]
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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: 1-4
[c8]
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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: 1-6
[c7]
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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: 959-962
[c6]
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Josie E. Rodriguez Condia, Juan-David Guerrero-Balaguera, Fernando Fernandes 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: 278-287
[c5]
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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: 96-101
[c4]
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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: 1-7
[i3]
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  - journals/corr/abs-2205-12177
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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 abs/2205.12177 (2022)
[i2]
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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 abs/2211.13094 (2022)
2021
[c3]
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Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda:
A Novel Compaction Approach for SBST Test Programs. ATS 2021: 67-72
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Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda:
On the Functional Test of Special Function Units in GPUs. DDECS 2021: 81-86
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Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda:
Using Hardware Performance Counters to support infield GPU Testing. ICECS 2021: 1-4
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Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda:
A Novel Compaction Approach for SBST Test Programs. CoRR abs/2109.00958 (2021)

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