Research Assistant
Department of Control and Computer Engineering (DAUIN)
External Collaborator
Student, Education and International Affairs (STUDI)
Docente esterno e/o collaboratore didattico
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
- Esposito, Giuseppe; Guerrero Balaguera, Juan David; Rodriguez Condia, Josie Esteban; ... (In stampa)
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
Contributo in Atti di Convegno (Proceeding) - LIMAS SIERRA, ROBERT ALEXANDER; Guerrero-Balaguera, Juan-David; Rodriguez Condia, Josie ... (In stampa)
Analyzing the Reliability of TCUs Through Micro-architecture and Structural Evaluations for Two Real Number Formats. In: VLSI-SoC 2023: Silicon Innovations for Trustworthy Artificial Intelligence / S.N., S.L., Springer
Contributo in Volume - 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. 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, pp. 1-1. ISSN 2169-3536
Contributo su Rivista - 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) - 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) - Esposito, Giuseppe; Guerrero-Balaguera, Juan-David; Rodriguez Condia, Josie E.; ... (2024)
Assessing the Reliability of Different Split Computing Neural Network Applications. In: 2024 IEEE 25th Latin American Test Symposium (LATS), Maceio (BRA), 09-12 April 2024. ISBN: 979-8-3503-6555-9
Contributo in Atti di Convegno (Proceeding) - Pessia, Francesco; Guerrero-Balaguera, Juan-David; Limas Sierra, Robert; Rodriguez ... (2024)
Effective Application-level Error Modeling of Permanent Faults on AI Accelerators. In: International Symposium on On-Line Testing and Robust System Design (IOLTS), Rennes (FRA), 03-05 July 2024, pp. 1-7. ISBN: 979-8-3503-7055-3
Contributo in Atti di Convegno (Proceeding) - GUERRERO BALAGUERA, JUAN DAVID (2024)
Reliability Enhancement in GPU Architectures. relatore: SONZA REORDA, MATTEO; SANCHEZ SANCHEZ, EDGAR ERNESTO; , 36. XXXVI Ciclo, P.: 159
Doctoral Thesis - Limas Sierra, Robert; Guerrero-Balaguera, Juan-David; Pessia, Francesco; Rodriguez ... (2024)
Analyzing the Impact of Scheduling Policies on the Reliability of GPUs Running CNN Operations. In: 2024 IEEE 42nd VLSI Test Symposium (VTS), Tempe, AZ (USA), 22-24 April 2024. ISBN: 979-8-3503-6378-4
Contributo in Atti di Convegno (Proceeding)