Juan-David Guerrero-Balaguera

53 papers A 5B 3C 9Misc 4Journal 13Unranked 18

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	A Predictive Framework for Fault Vulnerabilities in Edge Hardware Accelerators. LASCAS Ernesto Cristopher Villegas Castillo, Josie E. Rodriguez Condia, Juan-David Guerrero-Balaguera, Felipe Augusto da Silva, Michael Glaß
2026	—	`conf`	Analyzing Hardware Accelerators' Reliability: From Design Exploration to Fast Evaluation with Hyperscalers. LASCAS Juan-David Guerrero-Balaguera, Robert Limas Sierra, Gustavo Vilar de Farias, Sergiu-Mohamed Abed, Ahmet Cagri Bagbaba, Josie E. Rodriguez Condia
2026	—	`conf`	Reliability Assessment of Deep Neural Networks and Accelerators Across Design Stages. LATS Mohammad Hasan Ahmadilivani, Natalia Cherezova, Michael Glaß, Juan-David Guerrero-Balaguera, Maksim Jenihhin, Angeliki Kritikakou, Robert Limas Sierra, Letícia Maria Veiras Bolzani Poehls, Jaan Raik, Lucas Roquet, Fernando Fernandes dos Santos, Felipe Augusto da Silva, Matteo Sonza Reorda, Alessandro Veronesi, Ernesto Cristopher Villegas Castillo, Josie E. Rodriguez Condia
2025	—	`conf`	A New Online Fault Detection Mechanism for Neural Network Applications. ICECS Luca De Paola, Giuseppe Esposito, Juan-David Guerrero-Balaguera, Matteo Sonza Reorda
2025	J	`jnl`	A Reliability Evaluation Flow for Assessing the Impact of Permanent Hardware Faults on Integer Arithmetic Circuits. IEEE Access Nikolaos Ioannis Deligiannis, Juan-David Guerrero-Balaguera, Riccardo Cantoro, Serag E.-D. Habib, Matteo Sonza Reorda
2025	C	`conf`	AI-Based Classification of Adversarial Attacks vs. Hardware Fault Corruptions in the Split Computing Context. IOLTS 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
2025	—	`conf`	About the Functional In-Field Self-Testing of AI Accelerators. LATS Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Robert Limas Sierra, Matteo Sonza Reorda
2025	C	`conf`	Analysis and Mitigation of Soft-errors in GPU-accelerated Hyperspectral Image Classifiers. DDECS Sergiu-Mohamed Abed, Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Gianluca De Lucia, Marco Lapegna, Matteo Sonza Reorda
2025	A	`conf`	Early Reliability Estimation in Hardware Accelerators using Improved Colored Petri Nets. ITC Ernesto Cristopher Villegas Castillo, Felipe Augusto da Silva, Josie E. Rodriguez Condia, Juan-David Guerrero-Balaguera, Michael Glaß
2025	J	`jnl`	Effective Fault Effects Evaluation for Permanent Faults in GPUs executing DNNs. ACM Trans. Design Autom. Electr. Syst. Juan-David Guerrero-Balaguera, Josie Esteban Rodriguez Condia, Matteo Sonza Reorda
2025	J	`jnl`	GPU Under Pressure: Estimating Application's Stress via Telemetry and Performance Counters. CoRR Giuseppe Esposito, Juan-David Guerrero-Balaguera, Josie Esteban Rodriguez Condia, Matteo Sonza Reorda, Marco Barbiero, Rossella Fortuna
2025	—	`conf`	Improving CNN Runtime Robustness Against Soft Errors by Dropout Layer Optimization. LATS Robert Limas Sierra, Giuseppe Esposito, Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda
2025	J	`jnl`	Investigating and Mitigating Critical Faults in Floating-Point and Posit Arithmetic Hardware. IEEE Trans. Emerg. Top. Comput. Josie E. Rodriguez Condia, Juan-David Guerrero-Balaguera, Robert Limas Sierra, Matteo Sonza Reorda
2025	—	`conf`	IoT and Edge Computing: Applications and Reliability Implications. LATS 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
2025	J	`jnl`	SHADOWFI: An Open-Source Framework for Fault Evaluation of Complex IC Designs Using Hyperscale Computing. IEEE Access 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
2024	—	`conf`	An Integrated Environment for the Reliability Assessment of CNNs Accelerators Implemented in FPGAs. LATS Luis Ariel Mesa, Juan-David Guerrero-Balaguera, Erika D. Castañeda, Ernesto Sánchez, Wilson-Javier Pérez-Holguín
2024	Misc	`conf`	Analyzing the Impact of Scheduling Policies on the Reliability of GPUs Running CNN Operations. VTS Robert Limas Sierra, Juan-David Guerrero-Balaguera, Francesco Pessia, Josie E. Rodriguez Condia, Matteo Sonza Reorda
2024	B	`conf`	Analyzing the Structural and Operational Impact of Faults in Floating-Point and Posit Arithmetic Cores for CNN Operations. ETS Josie E. Rodriguez Condia, Juan-David Guerrero-Balaguera, Robert Limas Sierra, Matteo Sonza Reorda
2024	—	`conf`	Assessing the Reliability of Different Split Computing Neural Network Applications. LATS Giuseppe Esposito, Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Marco Levorato, Matteo Sonza Reorda
2024	C	`conf`	Effective Application-level Error Modeling of Permanent Faults on AI Accelerators. IOLTS Francesco Pessia, Juan-David Guerrero-Balaguera, Robert Limas Sierra, Josie E. Rodriguez Condia, Marco Levorato, Matteo Sonza Reorda
2024	C	`conf`	Enhancing the Reliability of Split Computing Deep Neural Networks. IOLTS Giuseppe Esposito, Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Marco Levorato, Matteo Sonza Reorda
2024	—	`conf`	Evaluating Different Fault Injection Abstractions on the Assessment of DNN SW Hardening Strategies. ATS Giuseppe Esposito, Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda
2024	J	`jnl`	Evaluating Different Fault Injection Abstractions on the Assessment of DNN SW Hardening Strategies. CoRR Giuseppe Esposito, Juan-David Guerrero-Balaguera, Josie Esteban Rodriguez Condia, Matteo Sonza Reorda
2024	Misc	`conf`	Evaluating the Reliability of Supervised Compression for Split Computing. VTS Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Marco Levorato, Matteo Sonza Reorda
2024	J	`jnl`	Investigating and Reducing the Architectural Impact of Transient Faults in Special Function Units for GPUs. J. Electron. Test. Josie E. Rodriguez Condia, Juan-David Guerrero-Balaguera, Edward Javier Patiño Nuñez, Robert Limas Sierra, Matteo Sonza Reorda
2024	C	`conf`	Reliability Assessment of Large DNN Models: Trading Off Performance and Accuracy. VLSI-SoC 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
2024	—	`—`	Reliability Enhancement in GPU Architectures. Juan-David Guerrero-Balaguera
2024	Misc	`conf`	Special Session: Reliability Assessment Recipes for DNN Accelerators. VTS 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
2023	C	`conf`	A Reliability-aware Environment for Design Exploration for GPU Devices. DDECS Robert Limas Sierra, Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda
2023	—	`conf`	Analyzing the Architectural Impact of Transient Fault Effects in SFUs of GPUs. LATS Josie E. Rodriguez Condia, Juan-David Guerrero-Balaguera, Edward Javier Patiño Nuñez, Robert Limas Sierra, Matteo Sonza Reorda
2023	C	`conf`	Analyzing the Impact of Different Real Number Formats on the Structural Reliability of TCUs in GPUs. VLSI-SoC Robert Limas Sierra, Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda
2023	—	`conf`	Analyzing the Reliability of TCUs Through Micro-architecture and Structural Evaluations for Two Real Number Formats. VLSI-SoC (Selected Papers) Robert Limas Sierra, Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda
2023	A	`conf`	Assessing Convolutional Neural Networks Reliability through Statistical Fault Injections. DATE Annachiara Ruospo, Gabriele Gavarini, Corrado De Sio, Juan-David Guerrero-Balaguera, Luca Sterpone, Matteo Sonza Reorda, Ernesto Sánchez, Riccardo Mariani, Joseph Aribido, Jyotika Athavale
2023	B	`conf`	Evaluating the Prevalence of SFUs in the Reliability of GPUs. ETS Josie E. Rodriguez Condia, Juan-David Guerrero-Balaguera, Edward Javier Patiño Nuñez, Robert Limas Sierra, Matteo Sonza Reorda
2023	—	`conf`	Reliability Estimation of Split DNN Models for Distributed Computing in IoT Systems. ISIE Juan-David Guerrero-Balaguera, Ian Harshbarger, Josie E. Rodriguez Condia, Marco Levorato, Matteo Sonza Reorda
2023	J	`jnl`	STLs for GPUs: Using High-Level Language Approaches. IEEE Des. Test Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda
2023	A	`conf`	Understanding the Effects of Permanent Faults in GPU's Parallelism Management and Control Units. SC Juan-David Guerrero-Balaguera, Josie Esteban Rodriguez Condia, Fernando Fernandes dos Santos, Matteo Sonza Reorda, Paolo Rech
2023	J	`jnl`	Understanding the Effects of Permanent Faults in GPU's Parallelism Management and Control Units. CoRR Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Fernando Fernandes dos Santos, Matteo Sonza Reorda, Paolo Rech
2023	J	`jnl`	Using STLs for Effective In-Field Test of GPUs. IEEE Des. Test Josie E. Rodriguez Condia, Felipe Augusto da Silva, Ahmet Çagri Bagbaga, Juan-David Guerrero-Balaguera, Said Hamdioui, Christian Sauer, Matteo Sonza Reorda
2022	A	`conf`	A Compaction Method for STLs for GPU in-field test. DATE Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda
2022	A	`conf`	A Multi-level Approach to Evaluate the Impact of GPU Permanent Faults on CNN's Reliability. ITC Josie E. Rodriguez Condia, Juan-David Guerrero-Balaguera, Fernando Fernandes dos Santos, Matteo Sonza Reorda, Paolo Rech
2022	Misc	`conf`	A New Method to Generate Software Test Libraries for In-Field GPU Testing Resorting to High-Level Languages. VTS Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda
2022	J	`jnl`	Characterizing a Neutron-Induced Fault Model for Deep Neural Networks. CoRR Fernando Fernandes dos Santos, Angeliki Kritikakou, Josie Esteban Rodriguez Condia, Juan-David Guerrero-Balaguera, Matteo Sonza Reorda, Olivier Sentieys, Paolo Rech
2022	C	`conf`	Effective fault simulation of GPU's permanent faults for reliability estimation of CNNs. IOLTS Juan-David Guerrero-Balaguera, Robert Limas Sierra, Matteo Sonza Reorda
2022	—	`conf`	Evaluating the impact of Permanent Faults in a GPU running a Deep Neural Network. ITC-Asia Juan-David Guerrero-Balaguera, Luigi Galasso, Robert Limas Sierra, Ernesto Sánchez, Matteo Sonza Reorda
2022	—	`conf`	Neural Network's Reliability to Permanent Faults: Analyzing the Impact of Performance Optimizations in GPUs. ICECS 2022 Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda
2022	—	`conf`	Reliability Assessment of Neural Networks in GPUs: A Framework For Permanent Faults Injections. ISIE Juan-David Guerrero-Balaguera, Luigi Galasso, Robert Limas Sierra, Matteo Sonza Reorda
2022	J	`jnl`	Reliability Assessment of Neural Networks in GPUs: A Framework For Permanent Faults Injections. CoRR Juan-David Guerrero-Balaguera, Luigi Galasso, Robert Limas Sierra, Matteo Sonza Reorda
2022	B	`conf`	Test, Reliability and Functional Safety Trends for Automotive System-on-Chip. ETS Francesco Angione, Davide Appello, Joseph Aribido, Jyotika Athavale, Nicolò Bellarmino, Paolo Bernardi, Riccardo Cantoro, Corrado De Sio, Tommaso Foscale, Gabriele Gavarini, Juan-David Guerrero-Balaguera, Martin Huch, Giusy Iaria, Tobias Kilian, Riccardo Mariani, Raffaele Martone, Annachiara Ruospo, Ernesto Sánchez, Ulf Schlichtmann, Giovanni Squillero, Matteo Sonza Reorda, Luca Sterpone, Vincenzo Tancorre, Roberto Ugioli
2021	—	`conf`	A Novel Compaction Approach for SBST Test Programs. ATS Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda
2021	J	`jnl`	A Novel Compaction Approach for SBST Test Programs. CoRR Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda
2021	C	`conf`	On the Functional Test of Special Function Units in GPUs. DDECS Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda
2021	—	`conf`	Using Hardware Performance Counters to support infield GPU Testing. ICECS Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda