Archivio Istituzionale della RicercaESPOSITO, GIUSEPPE
ESPOSITO, GIUSEPPE
Dipartimento di Automatica e Informatica
096566
Assessing the Reliability of Different Split Computing Neural Network Applications
2024 Esposito, Giuseppe; Guerrero-Balaguera, Juan-David; Rodriguez Condia, Josie E.; Levorato, Marco; Reorda, Matteo Sonza
Enhancing the Reliability of Split Computing Deep Neural Networks
2024 Esposito, G.; Guerrero-Balaguera, J. -D.; Condia, J. E. R.; Levorato, M.; Reorda, M. S.
Evaluating Different Fault Injection Abstractions on the Assessment of DNN SW Hardening Strategies
2024 Esposito, Giuseppe; Guerrero Balaguera, Juan David; Rodriguez Condia, Josie Esteban; Sonza Reorda, Matteo
Reliability Assessment of Large DNN Models:Trading Off Performance and Accuracy
2024 Chen, Junchao; Esposito, Giuseppe; Fernandes dos Santos, Fernando; Guerrero-Balaguera, Juan-David; Kritikakou, Angeliki; Krstic, Milos; Limas-Sierra, Robert-Alexander; Rodriguez-Condia, Josie-Esteban; Sonza-Reorda, Matteo; Traiola, Marcello; Veronesi, Alessandro
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Assessing the Reliability of Different Split Computing Neural Network Applications / Esposito, Giuseppe; Guerrero-Balaguera, Juan-David; Rodriguez Condia, Josie E.; Levorato, Marco; Reorda, Matteo Sonza. - (2024). (Intervento presentato al convegno 2024 IEEE 25th Latin American Test Symposium (LATS) tenutosi a Maceio (BRA) nel 09-12 April 2024) [10.1109/lats62223.2024.10534618]. | 1-gen-2024 | Esposito, GiuseppeGuerrero-Balaguera, Juan-DavidRodriguez Condia, Josie E.Levorato, MarcoReorda, Matteo Sonza | Assessing_the_Reliability_of_Different_Split_Computing_Neural_Network_Applications.pdf |
| Enhancing the Reliability of Split Computing Deep Neural Networks / Esposito, G.; Guerrero-Balaguera, J. -D.; Condia, J. E. R.; Levorato, M.; Reorda, M. S.. - (2024), pp. 1-7. (Intervento presentato al convegno 2024 IEEE 30th International Symposium on On-Line Testing and Robust System Design (IOLTS) tenutosi a Rennes (FR) nel 03-05 July 2024) [10.1109/IOLTS60994.2024.10616071]. | 1-gen-2024 | Esposito G.Guerrero-Balaguera J. -D.Condia J. E. R.Levorato M.Reorda M. S. | _IOLTS2024__Hardening_Split_Computing_DNNs.pdf; Enhancing_the_Reliability_of_Split_Computing_Deep_Neural_Networks.pdf |
| Evaluating Different Fault Injection Abstractions on the Assessment of DNN SW Hardening Strategies / Esposito, Giuseppe; Guerrero Balaguera, Juan David; Rodriguez Condia, Josie Esteban; Sonza Reorda, Matteo. - ELETTRONICO. - (2024), pp. 1-6. (Intervento presentato al convegno 33rd IEEE Asian Test Symposium (ATS 2024) tenutosi a Ahmedabad, Gujarat (IND) nel 17th -20th December 2024) [10.1109/ATS64447.2024.10915284]. | 1-gen-2024 | Esposito, GiuseppeGuerrero Balaguera, Juan DavidRodriguez Condia, Josie EstebanSonza Reorda, Matteo | _ATS2024_Eval_Hard_App_NvbitPERfi-2.pdf; Evaluating_Different_Fault_Injection_Abstractions_on_the_Assessment_of_DNN_SW_Hardening_Strategies.pdf |
| Reliability Assessment of Large DNN Models:Trading Off Performance and Accuracy / Chen, Junchao; Esposito, Giuseppe; Fernandes dos Santos, Fernando; Guerrero-Balaguera, Juan-David; Kritikakou, Angeliki; Krstic, Milos; Limas-Sierra, Robert-Alexander; Rodriguez-Condia, Josie-Esteban; Sonza-Reorda, Matteo; Traiola, Marcello; Veronesi, Alessandro. - ELETTRONICO. - (2024), pp. 1-10. (Intervento presentato al convegno 2024 IFIP/IEEE 32nd International Conference on Very Large Scale Integration (VLSI-SoC) tenutosi a Tanger (MAR) nel 06-09 October 2024) [10.1109/VLSI-SoC62099.2024.10767814]. | 1-gen-2024 | Esposito,GiuseppeGuerrero-Balaguera,Juan-DavidLimas-Sierra,Robert-AlexanderRodriguez-Condia,Josie-EstebanSonza-Reorda,Matteo + | Reliability_Assessment_of_Large_DNN_Models_Trading_Off_Performance_and_Accuracy.pdf |