Assegnista di Ricerca
Dipartimento di Automatica e Informatica (DAUIN)
Collaboratore Esterno
Studenti, Didattica e Internazionalizzazione (STUDI)
Docente esterno e/o collaboratore didattico
Dipartimento di Automatica e Informatica (DAUIN)
Didattica
Insegnamenti
Corso di laurea magistrale
- GPU programming. A.A. 2024/25, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
Corso di laurea di 1° livello
- 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
Ricerca
Altre attività e progetti di ricerca
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.
Pubblicazioni
Pubblicazioni degli ultimi anni
Coautori PoliTO
Pubblicazioni per tipo
Pubblicazioni più recenti Vedi tutte le pubblicazioni su Porto@Iris
- 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) - Sierra, Robert Limas; Esposito, Giuseppe; Guerrero-Balaguera, Juan-David; Rodriguez ... (2025)
Improving CNN Runtime Robustness Against Soft Errors by Dropout Layer Optimization. In: 2025 IEEE 26th Latin American Test Symposium (LATS), San Andres Islas (COL), 11-14 March 2025, pp. 1-6. ISBN: 978-1-6654-7763-5
Contributo in Atti di Convegno (Proceeding) - Guerrero-Balaguera, Juan-David; Rodriguez condia, Josie Esteban; Sierra, Robert Limas; ... (2025)
About the Functional In-Field Self-Testing of AI Accelerators. In: 2025 IEEE 26th Latin American Test Symposium (LATS), San Andres Island (COL), 11-14 March 2025, pp. 1-6. ISBN: 978-1-6654-7763-5
Contributo in Atti di Convegno (Proceeding) - Guerrero Balaguera, Juan David; Rodriguez Condia, Josie Esteban; Sonza Reorda, Matteo (2025)
Effective Fault Effects Evaluation for Permanent Faults in GPUs executing DNNs. In: ACM TRANSACTIONS ON DESIGN AUTOMATION OF ELECTRONIC SYSTEMS, vol. 30, pp. 1-33. ISSN 1084-4309
Contributo su Rivista - Deligiannis, Nikolaos; Guerrero-Balaguera, Juan-David; Cantoro, Riccardo; Habib, S. E. ... (2025)
A Reliability Evaluation Flow for Assessing the Impact of Permanent Hardware Faults on Integer Arithmetic Circuits. In: IEEE ACCESS, vol. 13, pp. 32177-32196. ISSN 2169-3536
Contributo su Rivista - Esposito, Giuseppe; Guerrero Balaguera, Juan David; Rodriguez Condia, Josie Esteban; ... (2024)
Evaluating Different Fault Injection Abstractions on the Assessment of DNN SW Hardening Strategies. In: 33rd IEEE Asian Test Symposium (ATS 2024), Ahmedabad, Gujarat (IND), 17th -20th December 2024, pp. 1-6. ISBN: 979-8-3315-2916-1
Contributo in Atti di Convegno (Proceeding) - Chen, Junchao; Esposito, Giuseppe; Fernandes dos Santos, Fernando; Guerrero-Balaguera, ... (2024)
Reliability Assessment of Large DNN Models:Trading Off Performance and Accuracy. In: 2024 IFIP/IEEE 32nd International Conference on Very Large Scale Integration (VLSI-SoC), Tanger (MAR), 06-09 October 2024, pp. 1-10. ISBN: 979-8-3315-3967-2
Contributo in Atti di Convegno (Proceeding) - Esposito, G.; Guerrero-Balaguera, J. -D.; Condia, J. E. R.; Levorato, M.; Reorda, M. S. (2024)
Enhancing the Reliability of Split Computing Deep Neural Networks. In: 2024 IEEE 30th International Symposium on On-Line Testing and Robust System Design (IOLTS), Rennes (FR), 03-05 July 2024, pp. 1-7. ISBN: 979-8-3503-7055-3
Contributo in Atti di Convegno (Proceeding) - Rodriguez Condia, Josie E; Guerrero-Balaguera, Juan-David; Sierra, Robert Limas; Reorda, ... (2024)
Analyzing the Structural and Operational Impact of Faults in Floating-Point and Posit Arithmetic Cores for CNN Operations. In: 29th IEEE European Test Symposium 2024, The Hague (NL), 20-24 May 2024, pp. 1-4. ISBN: 979-8-3503-4932-0
Contributo in Atti di Convegno (Proceeding)