Research Assistant
Department of Control and Computer Engineering (DAUIN)
Profile
Curriculum
Teaching
Teachings
Master of Science
- GPU programming. A.A. 2024/25, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
Bachelor of Science
- Computer sciences. A.A. 2024/25, INGEGNERIA DELL'AUTOVEICOLO (AUTOMOTIVE ENGINEERING). Collaboratore del corso
- Computer sciences. A.A. 2023/24, INGEGNERIA DELL'AUTOVEICOLO (AUTOMOTIVE ENGINEERING). Collaboratore del corso
- Computer sciences. A.A. 2022/23, INGEGNERIA DELL'AUTOVEICOLO (AUTOMOTIVE ENGINEERING). Collaboratore del corso
- Computer sciences. A.A. 2022/23, INGEGNERIA DELL'AUTOVEICOLO (AUTOMOTIVE ENGINEERING). Collaboratore del corso
- Computer sciences. A.A. 2021/22, INGEGNERIA DELL'AUTOVEICOLO (AUTOMOTIVE ENGINEERING). Collaboratore del corso
- Computer sciences. A.A. 2021/22, INGEGNERIA DELL'AUTOVEICOLO (AUTOMOTIVE ENGINEERING). Collaboratore del corso
Research
Other activities and projects related to research
Ph.D Quality Award Winner, September, 2024.
Department of Control and Computer Engineering, Politecnico di Torino Turin, Italy
• Awarded the 3rd Year Ph.D Quality Award to Juan David Guerrero Balaguera.
Ph.D Quality Award Winner, September, 2023
Department of Control and Computer Engineering, Politecnico di Torino Turin, Italy
•Awarded the 2nd Year Ph.D Quality Award to Juan David Guerrero Balaguera.
? Best Paper Award Nomination, April, 2023
Design, Automation & Test in Europe Conference & Exhibition (DATE) Antwerp, Belgium
• Recognized the paper: ”Assessing convolutional neural networks reliability through statistical fault injections” by A. Ruospo, G. Gavarini, C. De Sio, J. Guerrero, L. Sterpone, M. Sonza Reorda, E. Sanchez, R. Mariani, J. Aribido, and J. Athavale.
Best Paper Award Winner April, 2021
Int. Symposium on Design and Diagnostics of Electronic Circuits & Systems Vienna, Austria
• Awarded to the paper: ”On the functional test of special function units in GPUs” by J.-D. Guerrero-Balaguera, J. E. Rodriguez Condia, and M. Sonza Reorda.
Publications
Last years publications
PoliTO co-authors
Publications by type
Latest publications View all publications in Porto@Iris
- Guerrero-Balaguera, Juan-David; Limas Sierra, Robert; Vilar De Farias, Gustavo; Abed, ... (In stampa)
Analyzing hardware accelerators’ reliability: from design exploration to fast evaluation with hyperscalers. In: 2026 17th IEEE Latin American Symposium on Circuits and Systems, Arequipa (PE), 24-27 February 2026
Contributo in Atti di Convegno (Proceeding) - De Paola, Luca; Esposito, Giuseppe; Guerrero-Balaguera, Juan-David; Reorda, Matteo Sonza (2025)
A New Online Fault Detection Mechanism for Neural Network Applications. In: 2025 32nd IEEE International Conference on Electronics, Circuits and Systems (ICECS), Marrakesh (MAR), 17-19 November 2025, pp. 1-4. ISBN: 979-8-3315-9585-2
Contributo in Atti di Convegno (Proceeding) - Villegas Castillo, Ernesto Cristopher; Da Silva, Felipe Augusto; Rodriguez Condia, Josie ... (2025)
Early Reliability Estimation in Hardware Accelerators using Improved Colored Petri Nets. In: 2025 IEEE International Test Conference, ITC 2025, San Diego, CA (USA), 20-26 September 2025, pp. 498-501. ISBN: 979-8-3315-7041-5
Contributo in Atti di Convegno (Proceeding) - Guerrero-Balaguera, Juan-David; Limas-Sierra, Robert; Sensoz, Oguz; Rodriguez Condia, ... (2025)
SHADOWFI: An Open-source Framework For Fault Evaluation of Complex IC Designs Using Hyperscale Computing. In: IEEE ACCESS, pp. 1-1. ISSN 2169-3536
Contributo su Rivista - Rodriguez Condia, Josie Esteban; Guerrero-Balaguera, Juan-David; Sierra, Robert Limas; ... (2025)
Investigating and Mitigating Critical Faults in Floating-Point and Posit Arithmetic Hardware. In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING, vol. 13, pp. 1605-1617. ISSN 2168-6750
Contributo su Rivista - Esposito, Giuseppe; Magliano, Enrico; Scarano, Nicola; Ahmed-Eltaras, Tamer; ... (2025)
AI-based Classification of Intentional vs. Unintentional Corruptions in the Split Computing context. In: 2025 IEEE 31st International Symposium on On-Line Testing and Robust System Design (IOLTS), Ischia, Naples, Italy, 7-9 July 2025, pp. 1-7. ISBN: 979-8-3315-3334-2
Contributo in Atti di Convegno (Proceeding) - Abed, Sergiu-Mohamed; Guerrero-Balaguera, Juan-David; Condia, Josie E. Rodriguez; De ... (2025)
Analysis and Mitigation of Soft-errors in GPU-accelerated Hyperspectral Image Classifiers. In: 28th International Symposium on Design and Diagnostics of Electronic Circuits and Systems, DDECS 2025, Lyon (FRA), 05-07 May 2025, pp. 131-134. ISSN 2473-2117. ISBN: 979-8-3315-2801-0
Contributo in Atti di Convegno (Proceeding) - Limas Sierra, Robert; Guerrero Balaguera, Juan David; Rodriguez Condia, Josie E.; Sonza ... (2025)
A Structured Method to Generate Self-Test Libraries for Tensor Cores. In: ELECTRONICS, vol. 14. ISSN 2079-9292
Contributo su Rivista - Caro-Anzola, Edward-W.; Esposito, Giuseppe; Guerrero-Balaguera, Juan-David; ... (2025)
IoT and Edge Computing: Applications and Reliability Implications. In: 2025 IEEE 26th Latin American Test Symposium (LATS), San Andres Island (COL), 11-14 March 2025, pp. 1-10. ISBN: 978-1-6654-7763-5
Contributo in Atti di Convegno (Proceeding) - Esposito, G.; Guerrero-Balaguera, J. -D.; Rodriguez Condia, J. E.; Sonza Reorda, M. (2025)
Comparing Application-Level Hardening Techniques for Neural Networks on GPUs. In: ELECTRONICS, vol. 14. ISSN 2079-9292
Contributo su Rivista