Archivio Istituzionale della RicercaGUERRERO BALAGUERA, JUAN DAVID
GUERRERO BALAGUERA, JUAN DAVID
Dipartimento di Automatica e Informatica
J. Guerrero
068072
A Software-based Fault Tolerance Mechanism for Matrix Multiplication Operations in Tensor Cores
2026 Limas Sierra, Robert; Guerrero-Balaguera, Juan-David; Rodriguez Condia, Josie Esteban; Reorda, Matteo Sonza
AI-Based Detection and Classification of Adversarial and Fault-Induced Threats in Split Computing
2026 Esposito, Giuseppe.; Magliano, Enrico.; Scarano, N.; Ahmed Eltaras, T.; Guerrero Balaguera, J. D.; Mannella, L.; Rodriguez Condia, J. E.; Ruospo, A.; Di Carlo, S.; Levorato, M.; Savino, Alessandro; Sonza Reorda, M.
Analyzing hardware accelerators’ reliability: from design exploration to fast evaluation with hyperscalers
2026 Guerrero-Balaguera, Juan-David; Limas Sierra, Robert; Vilar De Farias, Gustavo; Abed, Sergiu-Mohamed; Bagbaba, Ahmet Cagri; Rodriguez Condia, Josie E.
Reliability Assessment of Deep Neural Networks and Accelerators Across Design Stages
2026 Ahmadilivani, Mohammad Hasan; Cherezova, Natalia; Glaß, Michael; Guerrero-Balaguera, Juan-David; Jenihhin, Maksim; Kritikakou, Angeliki; Sierra, Robert Limas; Poelhs, Leticia Bolzani; Raik, Jaan; Roquet, Lucas; Santos, Fernando Fernandes Dos; Da Silva, Felipe Augusto; Reorda, Matteo Sonza; Veronesi, Alessandro; Castillo, Ernesto Cristopher Villegas; Rodriguez Condia, Josie Esteban
A New Online Fault Detection Mechanism for Neural Network Applications
2025 De Paola, Luca; Esposito, Giuseppe; Guerrero-Balaguera, Juan-David; Reorda, Matteo Sonza
A Reliability Evaluation Flow for Assessing the Impact of Permanent Hardware Faults on Integer Arithmetic Circuits
2025 Deligiannis, Nikolaos; Guerrero-Balaguera, Juan-David; Cantoro, Riccardo; Habib, S. E. D.; Reorda, Matteo Sonza
A Structured Method to Generate Self-Test Libraries for Tensor Cores
2025 Limas Sierra, Robert; Guerrero Balaguera, Juan David; Rodriguez Condia, Josie E.; Sonza Reorda, Matteo
About the Functional In-Field Self-Testing of AI Accelerators
2025 Guerrero-Balaguera, Juan-David; Rodriguez condia, Josie Esteban; Sierra, Robert Limas; Reorda, Matteo Sonza
AI-based Classification of Intentional vs. Unintentional Corruptions in the Split Computing context
2025 Esposito, Giuseppe; Magliano, Enrico; Scarano, Nicola; Ahmed-Eltaras, Tamer; Guerrero-Balaguera, Juan-David; Mannella, Luca; Rodriguez-Condia, Josie-Esteban; Ruospo, Annachiara; Di Carlo, Stefano; Levorato, Marco; Savino, Alessandro; Sonza Reorda, Matteo
Analysis and Mitigation of Soft-errors in GPU-accelerated Hyperspectral Image Classifiers
2025 Abed, Sergiu-Mohamed; Guerrero-Balaguera, Juan-David; Condia, Josie E. Rodriguez; De Lucia, Gianluca; Lapegna, Marco; Reorda, Matteo Sonza
Comparing Application-Level Hardening Techniques for Neural Networks on GPUs
2025 Esposito, G.; Guerrero-Balaguera, J. -D.; Rodriguez Condia, J. E.; Sonza Reorda, M.
Early Reliability Estimation in Hardware Accelerators using Improved Colored Petri Nets
2025 Villegas Castillo, Ernesto Cristopher; Da Silva, Felipe Augusto; Rodriguez Condia, Josie E.; Guerrero-Balaguera, Juan-David; Glaß, Michael
Effective Fault Effects Evaluation for Permanent Faults in GPUs executing DNNs
2025 Guerrero Balaguera, Juan David; Rodriguez Condia, Josie Esteban; Sonza Reorda, Matteo
Improving CNN Runtime Robustness Against Soft Errors by Dropout Layer Optimization
2025 Sierra, Robert Limas; Esposito, Giuseppe; Guerrero-Balaguera, Juan-David; Rodriguez Condia, Josie E.; Reorda, Matteo Sonza
Investigating and Mitigating Critical Faults in Floating-Point and Posit Arithmetic Hardware
2025 Rodriguez Condia, Josie Esteban; Guerrero-Balaguera, Juan-David; Sierra, Robert Limas; Reorda, Matteo Sonza
IoT and Edge Computing: Applications and Reliability Implications
2025 Caro-Anzola, Edward-W.; Esposito, Giuseppe; Guerrero-Balaguera, Juan-David; Jiménez-López, Andrés-F.; Jiménez-López, Fabián-R.; Limas-Sierra, Robert; Ramirez-Espinosa, Gustavo; Giusto, Edoardo; Montrucchio, Bartolomeo; Vera-Cely, Oscar-F.; Rodriguez Condia, Josie Esteban
SHADOWFI: An Open-source Framework For Fault Evaluation of Complex IC Designs Using Hyperscale Computing
2025 Guerrero-Balaguera, Juan-David; Limas-Sierra, Robert; Sensoz, Oguz; Rodriguez Condia, Josie E.; Escobar, Maynor Giovanni Ballina; Crespo, Maria Liz; Carrato, Sergio; Reorda, Matteo Sonza
An Integrated Environment for the Reliability Assessment of CNNs Accelerators Implemented in FPGAs
2024 Mesa, Luis Ariel; Guerrero-Balaguera, Juan-David; Castañeda, Erika D.; Sanchez, Ernesto; Pérez-Holguín, Wilson-Javier
Analyzing the Impact of Scheduling Policies on the Reliability of GPUs Running CNN Operations
2024 Limas Sierra, Robert; Guerrero-Balaguera, Juan-David; Pessia, Francesco; Rodriguez Condia, Josie E.; Reorda, Matteo Sonza
Analyzing the Reliability of TCUs Through Micro-architecture and Structural Evaluations for Two Real Number Formats
2024 Limas Sierra, Robert Alexander; Guerrero-Balaguera, Juan-David; Rodriguez Condia, Josie E.; Sonza Reorda, Matteo
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| A Software-based Fault Tolerance Mechanism for Matrix Multiplication Operations in Tensor Cores / Limas Sierra, R., Guerrero-Balaguera, J., Rodriguez Condia, J.E., Reorda, M.S.. - In: IEEE TRANSACTIONS ON COMPUTERS. - ISSN 0018-9340. - ELETTRONICO. - (2026), pp. 1-14. [10.1109/tc.2026.3702572] | 1-gen-2026 | Limas Sierra, RobertGuerrero-Balaguera, Juan-DavidRodriguez Condia, Josie EstebanReorda, Matteo Sonza | - |
| AI-Based Detection and Classification of Adversarial and Fault-Induced Threats in Split Computing / Esposito, Giuseppe., Magliano, Enrico., Scarano, N., Ahmed Eltaras, T., Guerrero Balaguera, J.D., Mannella, L., Rodriguez Condia, J.E., Ruospo, A., Di Carlo, S., Levorato, M., Savino, A., Sonza Reorda, M.. - In: IEEE TRANSACTIONS ON DEVICE AND MATERIALS RELIABILITY. - ISSN 1530-4388. - ELETTRONICO. - (2026), pp. 1-15. [10.1109/tdmr.2026.3704933] | 1-gen-2026 | Esposito, Giuseppe.Magliano, Enrico.Scarano, N.Ahmed Eltaras, T.Guerrero Balaguera, J. D.Mannella, L.Rodriguez Condia, J. E.Ruospo, A.Di Carlo, S.Levorato, M.Savino, AlessandroSonza Reorda, M. | - |
| Analyzing hardware accelerators’ reliability: from design exploration to fast evaluation with hyperscalers / Guerrero-Balaguera, J., Limas Sierra, R., Vilar De Farias, G., Abed, S., Bagbaba, A.C., Rodriguez Condia, J.E.. - ELETTRONICO. - (2026). (2026 17th IEEE Latin American Symposium on Circuits and Systems Arequipa (PE) 24-27 February 2026) [10.1109/LASCAS67804.2026.11457105]. | 1-gen-2026 | Guerrero-Balaguera, Juan-DavidLimas Sierra, RobertVilar de Farias, GustavoAbed, Sergiu-MohamedRodriguez Condia, Josie E. + | lascas_final.pdf; Analyzing_Hardware_Accelerators_Reliability_From_Design_Exploration_to_Fast_Evaluation_with_Hyperscalers.pdf |
| Reliability Assessment of Deep Neural Networks and Accelerators Across Design Stages / Ahmadilivani, M.H., Cherezova, N., Glaß, M., Guerrero-Balaguera, J., Jenihhin, M., Kritikakou, A., Sierra, R.L., Poelhs, L.B., Raik, J., Roquet, L., Santos, F.F.D., Da Silva, F.A., Reorda, M.S., Veronesi, A., Castillo, E.C.V., Rodriguez Condia, J.E.. - ELETTRONICO. - (2026), pp. 1-10. (27th Latin American Test Symposium, LATS 2026 brazil 2026) [10.1109/lats70329.2026.11480274]. | 1-gen-2026 | Guerrero-Balaguera, Juan-DavidSierra, Robert LimasReorda, Matteo SonzaRodriguez Condia, Josie Esteban + | - |
| A New Online Fault Detection Mechanism for Neural Network Applications / De Paola, L., Esposito, G., Guerrero-Balaguera, J., Reorda, M.S.. - (2025), pp. 1-4. (2025 32nd IEEE International Conference on Electronics, Circuits and Systems (ICECS) Marrakesh (MAR) 17-19 November 2025) [10.1109/icecs66544.2025.11270797]. | 1-gen-2025 | De Paola, LucaEsposito, GiuseppeGuerrero-Balaguera, Juan-DavidReorda, Matteo Sonza | A_New_Online_Fault_Detection_Mechanism_for_Neural_Network_Applications.pdf |
| A Reliability Evaluation Flow for Assessing the Impact of Permanent Hardware Faults on Integer Arithmetic Circuits / Deligiannis, N., Guerrero-Balaguera, J., Cantoro, R., Habib, S.E.D., Reorda, M.S.. - In: IEEE ACCESS. - ISSN 2169-3536. - 13:(2025), pp. 32177-32196. [10.1109/access.2025.3534274] | 1-gen-2025 | Deligiannis, NikolaosGuerrero-Balaguera, Juan-DavidCantoro, RiccardoReorda, Matteo Sonza + | A_Reliability_Evaluation_Flow_for_Assessing_the_Impact_of_Permanent_Hardware_Faults_on_Integer_Arithmetic_Circuits.pdf |
| A Structured Method to Generate Self-Test Libraries for Tensor Cores / Limas Sierra, R., Guerrero Balaguera, J.D., Rodriguez Condia, J.E., Sonza Reorda, M.. - In: ELECTRONICS. - ISSN 2079-9292. - 14:11(2025). [10.3390/electronics14112148] | 1-gen-2025 | Limas Sierra, RobertGuerrero Balaguera, Juan DavidRodriguez Condia, Josie E.Sonza Reorda, Matteo | electronics-14-02148.pdf |
| About the Functional In-Field Self-Testing of AI Accelerators / Guerrero-Balaguera, J., Rodriguez condia, J.E., Sierra, R.L., Reorda, M.S.. - ELETTRONICO. - (2025), pp. 1-6. (2025 IEEE 26th Latin American Test Symposium (LATS) San Andres Island (COL) 11-14 March 2025) [10.1109/lats65346.2025.10963960]. | 1-gen-2025 | Guerrero-Balaguera, Juan-DavidRodriguez condia, Josie EstebanSierra, Robert LimasReorda, Matteo Sonza | About_the_Functional_In-Field_Self-Testing_of_AI_Accelerators.pdf |
| AI-based Classification of Intentional vs. Unintentional Corruptions in the Split Computing context / Esposito, G., Magliano, E., Scarano, N., Ahmed-Eltaras, T., Guerrero-Balaguera, J., Mannella, L., Rodriguez-Condia, J., Ruospo, A., Di Carlo, S., Levorato, M., Savino, A., Sonza Reorda, M.. - (2025), pp. 1-7. (2025 IEEE 31st International Symposium on On-Line Testing and Robust System Design (IOLTS) Ischia, Naples, Italy 7-9 July 2025) [10.1109/IOLTS65288.2025.11116959]. | 1-gen-2025 | Esposito, GiuseppeMagliano, EnricoScarano, NicolaAhmed-Eltaras,TamerGuerrero-Balaguera, Juan-DavidMannella, LucaRodriguez-Condia, Josie-EstebanRuospo, AnnachiaraDi Carlo, StefanoLevorato, MarcoSavino, AlessandroSonza Reorda, Matteo | _IOLTS_2025__Split_Reliabiliy_and_Security-6.pdf; AI-Based_Classification_of_Adversarial_Attacks_vs._Hardware_Fault_Corruptions_in_the_Split_Computing_Context.pdf |
| Analysis and Mitigation of Soft-errors in GPU-accelerated Hyperspectral Image Classifiers / Abed, S., Guerrero-Balaguera, J., Condia, J.E.R., De Lucia, G., Lapegna, M., Reorda, M.S.. - ELETTRONICO. - (2025), pp. 131-134. (28th International Symposium on Design and Diagnostics of Electronic Circuits and Systems, DDECS 2025 Lyon (FRA) 05-07 May 2025) [10.1109/ddecs63720.2025.11006812]. | 1-gen-2025 | Abed, Sergiu-MohamedGuerrero-Balaguera, Juan-DavidReorda, Matteo Sonza + | Analysis_and_Mitigation_of_Soft-errors_in_GPU-accelerated_Hyperspectral_Image_Classifiers.pdf; _DDECS_25__Analysis_and_Mitigation_of_Soft_errors_in_GPU_accelerated_Hyperspectral_Image_Classifiers___4_pages_free.pdf |
| Comparing Application-Level Hardening Techniques for Neural Networks on GPUs / Esposito, G., Guerrero-Balaguera, J.-D., Rodriguez Condia, J.E., Sonza Reorda, M.. - In: ELECTRONICS. - ISSN 2079-9292. - 14:5(2025). [10.3390/electronics14051042] | 1-gen-2025 | Esposito G.Guerrero-Balaguera J. -D.Rodriguez Condia J. E.Sonza Reorda M. | Comparing_Application_Level_Hardening_Techniques_for_Neural_Networks_on_GPUs.pdf |
| Early Reliability Estimation in Hardware Accelerators using Improved Colored Petri Nets / Villegas Castillo, E.C., Da Silva, F.A., Rodriguez Condia, J.E., Guerrero-Balaguera, J., Glaß, M.. - ELETTRONICO. - (2025), pp. 498-501. (2025 IEEE International Test Conference, ITC 2025 San Diego, CA (USA) 20-26 September 2025) [10.1109/itc58126.2025.00074]. | 1-gen-2025 | Rodriguez Condia, Josie E.Guerrero-Balaguera, Juan-David + | Early_Reliability_Estimation_in_Hardware_Accelerators_using_Improved_Colored_Petri_Nets.pdf |
| Effective Fault Effects Evaluation for Permanent Faults in GPUs executing DNNs / Guerrero Balaguera, J.D., Rodriguez Condia, J.E., Sonza Reorda, M.. - In: ACM TRANSACTIONS ON DESIGN AUTOMATION OF ELECTRONIC SYSTEMS. - ISSN 1084-4309. - 30:2(2025), pp. 1-33. [10.1145/3715327] | 1-gen-2025 | Guerrero Balaguera, Juan DavidRodriguez Condia, Josie EstebanSonza Reorda, Matteo | 3715327.pdf |
| Improving CNN Runtime Robustness Against Soft Errors by Dropout Layer Optimization / Sierra, R.L., Esposito, G., Guerrero-Balaguera, J., Rodriguez Condia, J.E., Reorda, M.S.. - (2025), pp. 1-6. (2025 IEEE 26th Latin American Test Symposium (LATS) San Andres Islas (COL) 11-14 March 2025) [10.1109/lats65346.2025.10963963]. | 1-gen-2025 | Sierra, Robert LimasEsposito, GiuseppeGuerrero-Balaguera, Juan-DavidRodriguez Condia, Josie E.Reorda, Matteo Sonza | Improving_CNN_Runtime_Robustness_Against_Soft_Errors_by_Dropout_Layer_Optimization.pdf |
| Investigating and Mitigating Critical Faults in Floating-Point and Posit Arithmetic Hardware / Rodriguez Condia, J.E., Guerrero-Balaguera, J., Sierra, R.L., Reorda, M.S.. - In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING. - ISSN 2168-6750. - ELETTRONICO. - 13:4(2025), pp. 1605-1617. [10.1109/tetc.2025.3615827] | 1-gen-2025 | Rodriguez Condia, Josie EstebanGuerrero-Balaguera, Juan-DavidSierra, Robert LimasReorda, Matteo Sonza | Investigating_and_Mitigating_Critical_Faults_in_Floating-Point_and_Posit_Arithmetic_Hardware.pdf; Investigating_and_Mitigating_Critical_Faults_in_Floating-Point_and_Posit_Arithmetic_Hardware.pdf |
| IoT and Edge Computing: Applications and Reliability Implications / Caro-Anzola, Edward-W., Esposito, G., Guerrero-Balaguera, J., Jiménez-López, Andrés-F., Jiménez-López, Fabián-R., Limas-Sierra, R., Ramirez-Espinosa, G., Giusto, E., Montrucchio, B., Vera-Cely, Oscar-F., Rodriguez Condia, J.E.. - ELETTRONICO. - (2025), pp. 1-10. (2025 IEEE 26th Latin American Test Symposium (LATS) San Andres Island (COL) 11-14 March 2025) [10.1109/lats65346.2025.10963944]. | 1-gen-2025 | Esposito, GiuseppeGuerrero-Balaguera, Juan-DavidLimas-Sierra, RobertRamirez-Espinosa, GustavoGiusto, EdoardoMontrucchio, BartolomeoRodriguez Condia, Josie Esteban + | _LATS_25__Special_Session__IoT_and_Edge_Computing__Applications_and_Reliability_Implications.pdf; IoT_and_Edge_Computing_Applications_and_Reliability_Implications.pdf |
| SHADOWFI: An Open-source Framework For Fault Evaluation of Complex IC Designs Using Hyperscale Computing / Guerrero-Balaguera, J., Limas-Sierra, R., Sensoz, O., Rodriguez Condia, J.E., Escobar, M.G.B., Crespo, M.L., Carrato, S., Reorda, M.S.. - In: IEEE ACCESS. - ISSN 2169-3536. - 13:(2025), pp. 211382-211406. [10.1109/access.2025.3641762] | 1-gen-2025 | Guerrero-Balaguera, Juan-DavidLimas-Sierra, RobertRodriguez Condia, Josie E.Reorda, Matteo Sonza + | SHADOWFI_An_Open-Source_Framework_for_Fault_Evaluation_of_Complex_IC_Designs_Using_Hyperscale_Computing.pdf |
| An Integrated Environment for the Reliability Assessment of CNNs Accelerators Implemented in FPGAs / Mesa, L.A., Guerrero-Balaguera, J., Castañeda, E.D., Sanchez, E., Pérez-Holguín, W.. - ELETTRONICO. - (2024). (2024 IEEE 25th Latin American Test Symposium (LATS) Maceio (BRA) 09-12 April 2024) [10.1109/lats62223.2024.10534609]. | 1-gen-2024 | Guerrero-Balaguera, Juan-DavidSanchez, Ernesto + | An_Integrated_Environment_for_the_Reliability_Assessment_of_CNNs_Accelerators_Implemented_in_FPGAs.pdf |
| Analyzing the Impact of Scheduling Policies on the Reliability of GPUs Running CNN Operations / Limas Sierra, R., Guerrero-Balaguera, J., Pessia, F., Rodriguez Condia, J.E., Reorda, M.S.. - (2024). (2024 IEEE 42nd VLSI Test Symposium (VTS) Tempe, AZ (USA) 22-24 April 2024) [10.1109/vts60656.2024.10538940]. | 1-gen-2024 | Limas Sierra, RobertGuerrero-Balaguera, Juan-DavidRodriguez Condia, Josie E.Reorda, Matteo Sonza + | Analyzing_the_Impact_of_Scheduling_Policies_on_the_Reliability_of_GPUs_Running_CNN_Operations.pdf |
| Analyzing the Reliability of TCUs Through Micro-architecture and Structural Evaluations for Two Real Number Formats / Limas Sierra, R.A., Guerrero-Balaguera, J., Rodriguez Condia, J.E., Sonza Reorda, M.. - 680:(2024), pp. 149-176. (31st IFIP WG 10.5/IEEE International Conference on Very Large Scale Integration, VLSI-SoC 2023 Sharjah, United Arab Emirates October 16–18, 2023) [10.1007/978-3-031-70947-0_8]. | 1-gen-2024 | Robert Limas SierraJuan-David Guerrero-BalagueraJosie E. Rodriguez CondiaMatteo Sonza Reorda | VLSI_Soc2023_Book_Chapter.pdf; 978-3-031-70947-0_8.pdf |