Fixed-term assistant professor
Department of Control and Computer Engineering (DAUIN)
- Member of Interdepartmental Center CARS@PoliTO - Center for Automotive Research and Sustainable Mobility
Profile
Research interests
Scientific branch
(Area 0009 - Industrial and information engineering)
Skills
ERC sectors
SDG
Editorial boards
- APPLIED SCIENCES (2024), Guest Editor of magazine or editorial series
Teaching
Collegi of the degree programmes
- Collegio di Ingegneria Elettronica, delle Telecomunicazioni e Fisica. Componente invitato
- Collegio di Ingegneria Informatica, del Cinema e Meccatronica. Componente invitato
Teachings
Master of Science
- GPU programming. A.A. 2024/25, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- HPC (High Performance Computing). A.A. 2024/25, QUANTUM ENGINEERING. Collaboratore del corso
- HPC (High Performance Computing). A.A. 2023/24, QUANTUM ENGINEERING. Collaboratore del corso
- GPU programming. A.A. 2023/24, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- GPU programming. A.A. 2022/23, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- GPU programming. A.A. 2021/22, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
Bachelor of Science
- Programming techniques. A.A. 2024/25, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Programming techniques. A.A. 2023/24, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Programming techniques. A.A. 2022/23, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Computer sciences. A.A. 2021/22, INGEGNERIA DELL'AUTOVEICOLO (AUTOMOTIVE ENGINEERING). Collaboratore del corso
- Computer sciences. A.A. 2020/21, INGEGNERIA DELL'AUTOVEICOLO (AUTOMOTIVE ENGINEERING). Collaboratore del corso
- Computer sciences. A.A. 2019/20, INGEGNERIA DELL'AUTOVEICOLO (AUTOMOTIVE ENGINEERING). Collaboratore del corso
- Computer sciences. A.A. 2018/19, INGEGNERIA DELL'AUTOVEICOLO (AUTOMOTIVE ENGINEERING). Collaboratore del corso
Research
Supervised PhD students
- Giuseppe Esposito. Programme in Ingegneria Informatica E Dei Sistemi (39th cycle, 2024-in progress)
- Robert Alexander Limas Sierra. Programme in Ingegneria Informatica E Dei Sistemi (38th cycle, 2022-in progress)
Publications
Latest publications View all publications in Porto@Iris
- 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 - 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) - 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)