Former researcher
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
Research Areas/Fields/Groups
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
Publications by type
Latest publications View all publications in Porto@Iris
- Magliano, E.; Esposito, G.; Shahdadian, A.; Mounika Kodamanchili, R.; Guerrero ... (In stampa)
JASPER: Special Session on Joint Reliability And Security Assessment of SPlit Computing for Edge Robustness. In: International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, Rome (ITA), 30/09/2026
Contributo in Atti di Convegno (Proceeding) - Vilar De Farias, Gustavo; Kurada, Dwijesh; Abed, Sergiu-Mohamed; Guerrero-Balaguera, ... (In stampa)
Towards ISO 26262-compliant Vector Processors: Combining STLs and LBIST. In: 34th IFIP/IEEE International Conference on Very Large Scale Integration SoC, Limassol, Cyprus, 11-14 October 2026
Contributo in Atti di Convegno (Proceeding) - Gensale, Aurora; Esposito, Giuseppe; Guerrero-Balaguera, Juan-David; Condia, Josie E. ... (2026)
From Prompts to Pressure: Evaluating LLM-driven Agents for GPU Stress-code Generation. In: 32nd International Symposium on On-Line Testing and Robust System Design, IOLTS 2026, Polignano a Mare (ITA), 01-03 July 2026, pp. 1-7. ISBN: 979-8-3315-4685-4
Contributo in Atti di Convegno (Proceeding) - Ahmadilivani, Mohammad Hasan; Cherezova, Natalia; Glaß, Michael; Guerrero-Balaguera, ... (2026)
Reliability Assessment of Deep Neural Networks and Accelerators Across Design Stages. In: 27th Latin American Test Symposium, LATS 2026, Florianópolis (BRA), 17-20 March 2026, pp. 1-10. ISBN: 979-8-3195-4235-9
Contributo in Atti di Convegno (Proceeding) - Limas Sierra, Robert; Guerrero-Balaguera, Juan-David; Rodriguez Condia, Josie Esteban; ... (2026)
A Software-based Fault Tolerance Mechanism for Matrix Multiplication Operations in Tensor Cores. In: IEEE TRANSACTIONS ON COMPUTERS, vol. 75, pp. 3212-3225. ISSN 0018-9340
Contributo su Rivista - Esposito, Giuseppe.; Magliano, Enrico.; Scarano, N.; Ahmed Eltaras, T.; Guerrero ... (2026)
AI-Based Detection and Classification of Adversarial and Fault-Induced Threats in Split Computing. In: IEEE TRANSACTIONS ON DEVICE AND MATERIALS RELIABILITY, pp. 1-15. ISSN 1530-4388
Contributo su Rivista - Guerrero-Balaguera, Juan-David; Limas Sierra, Robert; Vilar De Farias, Gustavo; Abed, ... (2026)
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. ISBN: 979-8-3315-7097-2
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, vol. 13, pp. 211382-211406. ISSN 2169-3536
Contributo su Rivista