GUERRERO BALAGUERA, JUAN DAVID
GUERRERO BALAGUERA, JUAN DAVID
Dipartimento di Automatica e Informatica
J. Guerrero
068072
Evaluating Different Fault Injection Abstractions on the Assessment of DNN SW Hardening Strategies
In corso di stampa Esposito, Giuseppe; Guerrero Balaguera, Juan David; Rodriguez Condia, Josie Esteban; Sonza Reorda, Matteo
An Integrated Environment for the Reliability Assessment of CNNs Accelerators Implemented in FPGAs
2024 Mesa, Luis Ariel; Guerrero-Balaguera, Juan-David; Castañeda, Erika D.; Sanchez, Ernesto; Pérez-Holguín, Wilson-Javier
Analyzing the Impact of Scheduling Policies on the Reliability of GPUs Running CNN Operations
2024 Limas Sierra, Robert; Guerrero-Balaguera, Juan-David; Pessia, Francesco; Rodriguez Condia, Josie E.; Reorda, Matteo Sonza
Analyzing the Structural and Operational Impact of Faults in Floating-Point and Posit Arithmetic Cores for CNN Operations
2024 Rodriguez Condia, Josie E; Guerrero-Balaguera, Juan-David; Sierra, Robert Limas; Reorda, Matteo Sonza
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
Effective Application-level Error Modeling of Permanent Faults on AI Accelerators
2024 Pessia, Francesco; Guerrero-Balaguera, Juan-David; Limas Sierra, Robert; Rodriguez Condia, Josie E.; Levorato, Marco; Sonza Reorda, Matteo
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 the Reliability of Supervised Compression for Split Computing
2024 Guerrero-Balaguera, Juan-David; Rodriguez Condia, Josie E.; Levorato, Marco; 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
Special Session: Reliability Assessment Recipes for DNN Accelerators
2024 Ahmadilivani, Mohammad Hasan; Bosio, Alberto; Deveautour, Bastien; Santos, Fernando Fernandes Dos; Guerrero-Balaguera, Juan-David; Jenihhin, Maksim; Kritikakou, Angeliki; Limas Sierra, Robert; Pappalardo, Salvatore; Raik, Jaan; Rodriguez Condia, Josie E.; Sonza Reorda, Matteo; Taheri, Mahdi; Traiola, Marcello
A Reliability-aware Environment for Design Exploration for GPU Devices
2023 Limas Sierra, Robert; Guerrero Balaguera, Juan David; Rodriguez Condia, Josie Esteban; Sonza Reorda, Matteo
Analyzing the Architectural Impact of Transient Fault Effects in SFUs of GPUs
2023 Rodriguez Condia, Josie E.; Guerrero-Balaguera, Juan-David; Patiño Núñez, Edwar J.; Limas, Robert; Reorda, Matteo Sonza
Analyzing the Impact of Different Real Number Formats on the Structural Reliability of TCUs in GPUs
2023 Sierra, Robert Limas; Guerrero-Balaguera, Juan-David; Rodriguez Condia, Josie E.; Sonza Reorda, Matteo
Assessing Convolutional Neural Networks Reliability through Statistical Fault Injections
2023 Ruospo, Annachiara; Gavarini, Gabriele; De Sio, Corrado; Guerrero Balaguera, Juan David; Sterpone, Luca; Sonza Reorda, Matteo; Sanchez, Ernesto; Mariani, Riccardo; Aribido, Joseph; Athavale, Jyotika
Evaluating the Prevalence of SFUs in the Reliability of GPUs
2023 Rodriguez Condia, Josie E.; Guerrero-Balaguera, Juan-David; Patiño Núñez, Edwar J.; Limas, Robert; Reorda, Matteo Sonza
Reliability Estimation of Split DNN Models for Distributed Computing in IoT Systems
2023 Guerrero-Balaguera, Juan-David; Harshbarger, Ian A.; Rodriguez Condia, Josie E.; Levorato, Marco; Sonza Reorda, Matteo
Understanding the Effects of Permanent Faults in GPU's Parallelism Management and Control Units
2023 Guerrero-Balaguera, Juan-David; Rodriguez Condia, Josie E.; dos Santos, Fernando F.; Sonza, Matteo; Rech, Paolo
A Compaction Method for STLs for GPU in-field test
2022 Guerrero-Balaguera, Juan-David; Rodriguez Condia, J. E.; Sonza Reorda, M.
A Multi-level Approach to Evaluate the Impact of GPU Permanent Faults on CNN's Reliability
2022 Rodriguez Condia, Josie E.; Guerrero-Balaguera, Juan-David; Dos Santos, Fernando F.; Reorda, Matteo Sonza; Rech, Paolo
A New Method to Generate Software Test Libraries for In-Field GPU Testing Resorting to High-Level Languages
2022 Guerrero-Balaguera, Juan-David; Rodriguez Condia, Josie Esteban; Sonza Reorda, Matteo
Citazione | Data di pubblicazione | Autori | File |
---|---|---|---|
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. - (In corso di stampa), pp. 1-6. (Intervento presentato al convegno 33rd IEEE Asian Test Symposium (ATS 2024) tenutosi a Ahmedabad, Gujarat (IND) nel 17th -20th December 2024). | In corso di stampa | Esposito, GiuseppeGuerrero Balaguera, Juan DavidRodriguez Condia, Josie EstebanSonza Reorda ,Matteo | _ATS2024_Eval_Hard_App_NvbitPERfi-2.pdf |
An Integrated Environment for the Reliability Assessment of CNNs Accelerators Implemented in FPGAs / Mesa, Luis Ariel; Guerrero-Balaguera, Juan-David; Castañeda, Erika D.; Sanchez, Ernesto; Pérez-Holguín, Wilson-Javier. - ELETTRONICO. - (2024). (Intervento presentato al convegno 2024 IEEE 25th Latin American Test Symposium (LATS) tenutosi a Maceio (BRA) nel 09-12 April 2024) [10.1109/lats62223.2024.10534609]. | 1-gen-2024 | Guerrero-Balaguera, Juan-DavidSanchez, Ernesto + | An_Integrated_Environment_for_the_Reliability_Assessment_of_CNNs_Accelerators_Implemented_in_FPGAs.pdf |
Analyzing the Impact of Scheduling Policies on the Reliability of GPUs Running CNN Operations / Limas Sierra, Robert; Guerrero-Balaguera, Juan-David; Pessia, Francesco; Rodriguez Condia, Josie E.; Reorda, Matteo Sonza. - (2024). (Intervento presentato al convegno 2024 IEEE 42nd VLSI Test Symposium (VTS) tenutosi a Tempe, AZ (USA) nel 22-24 April 2024) [10.1109/vts60656.2024.10538940]. | 1-gen-2024 | Limas Sierra, RobertGuerrero-Balaguera, Juan-DavidRodriguez Condia, Josie E.Reorda, Matteo Sonza + | Analyzing_the_Impact_of_Scheduling_Policies_on_the_Reliability_of_GPUs_Running_CNN_Operations.pdf |
Analyzing the Structural and Operational Impact of Faults in Floating-Point and Posit Arithmetic Cores for CNN Operations / Rodriguez Condia, Josie E; Guerrero-Balaguera, Juan-David; Sierra, Robert Limas; Reorda, Matteo Sonza. - (2024), pp. 1-4. (Intervento presentato al convegno 29th IEEE European Test Symposium 2024 tenutosi a The Hague (NL) nel 20-24 May 2024) [10.1109/ets61313.2024.10567884]. | 1-gen-2024 | Rodriguez Condia, Josie EGuerrero-Balaguera, Juan-DavidSierra, Robert LimasReorda, Matteo Sonza | Analyzing_the_Structural_and_Operational_Impact_of_Faults_in_Floating-Point_and_Posit_Arithmetic_Cores_for_CNN_Operations.pdf |
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 |
Effective Application-level Error Modeling of Permanent Faults on AI Accelerators / Pessia, Francesco; Guerrero-Balaguera, Juan-David; Limas Sierra, Robert; Rodriguez Condia, Josie E.; Levorato, Marco; Sonza Reorda, Matteo. - ELETTRONICO. - (2024), pp. 1-7. (Intervento presentato al convegno International Symposium on On-Line Testing and Robust System Design (IOLTS) tenutosi a Rennes (FRA) nel 03-05 July 2024) [10.1109/iolts60994.2024.10616087]. | 1-gen-2024 | Guerrero-Balaguera, Juan-DavidLimas Sierra, RobertRodriguez Condia, Josie E.Levorato, MarcoSonza Reorda, Matteo + | Effective_Application-level_Error_Modeling_of_Permanent_Faults_on_AI_Accelerators.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 the Reliability of Supervised Compression for Split Computing / Guerrero-Balaguera, Juan-David; Rodriguez Condia, Josie E.; Levorato, Marco; Sonza Reorda, Matteo. - ELETTRONICO. - (2024), pp. 1-6. (Intervento presentato al convegno 2024 IEEE 42nd VLSI Test Symposium (VTS) tenutosi a Tempe (USA) nel 22-24 April 2024) [10.1109/vts60656.2024.10538938]. | 1-gen-2024 | Guerrero-Balaguera, Juan-DavidRodriguez Condia, Josie E.Levorato, MarcoSonza Reorda, Matteo | Evaluating_the_Reliability_of_Supervised_Compression_for_Split_Computing.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 |
Special Session: Reliability Assessment Recipes for DNN Accelerators / Ahmadilivani, Mohammad Hasan; Bosio, Alberto; Deveautour, Bastien; Santos, Fernando Fernandes Dos; Guerrero-Balaguera, Juan-David; Jenihhin, Maksim; Kritikakou, Angeliki; Limas Sierra, Robert; Pappalardo, Salvatore; Raik, Jaan; Rodriguez Condia, Josie E.; Sonza Reorda, Matteo; Taheri, Mahdi; Traiola, Marcello. - ELETTRONICO. - (2024). (Intervento presentato al convegno 2024 IEEE 42nd VLSI Test Symposium (VTS) tenutosi a Tempe (USA) nel 22-24 April 2024) [10.1109/vts60656.2024.10538707]. | 1-gen-2024 | Bosio, AlbertoGuerrero-Balaguera, Juan-DavidLimas Sierra, RobertRodriguez Condia, Josie E.Sonza Reorda, Matteo + | Special_Session_Reliability_Assessment_Recipes_for_DNN_Accelerators.pdf |
A Reliability-aware Environment for Design Exploration for GPU Devices / Limas Sierra, Robert; Guerrero Balaguera, Juan David; Rodriguez Condia, Josie Esteban; Sonza Reorda, Matteo. - (2023), pp. 169-174. (Intervento presentato al convegno 2023 26th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS) tenutosi a Tallinn (Estonia) nel 03-05 May 2023) [10.1109/DDECS57882.2023.10139643]. | 1-gen-2023 | Limas Sierra, RobertGuerrero Balaguera, Juan DavidRodriguez Condia, Josie EstebanSonza Reorda, Matteo | A_Reliability-aware_Environment_for_Design_Exploration_for_GPU_Devices.pdf |
Analyzing the Architectural Impact of Transient Fault Effects in SFUs of GPUs / Rodriguez Condia, Josie E.; Guerrero-Balaguera, Juan-David; Patiño Núñez, Edwar J.; Limas, Robert; Reorda, Matteo Sonza. - (2023), pp. 1-6. (Intervento presentato al convegno 2023 IEEE 24th Latin American Test Symposium (LATS) tenutosi a Veracruz (Mexico) nel 21-24 March 2023) [10.1109/LATS58125.2023.10154504]. | 1-gen-2023 | Rodriguez Condia, Josie E.Guerrero-Balaguera, Juan-DavidLimas, RobertReorda, Matteo Sonza + | Analyzing_the_Architectural_Impact_of_Transient_Fault_Effects_in_SFUs_of_GPUs.pdf |
Analyzing the Impact of Different Real Number Formats on the Structural Reliability of TCUs in GPUs / Sierra, Robert Limas; Guerrero-Balaguera, Juan-David; Rodriguez Condia, Josie E.; Sonza Reorda, Matteo. - (2023), pp. 1-6. (Intervento presentato al convegno IFIP/IEEE Conference on Very Large Scale Integration (VLSI-SoC 2023) tenutosi a Dubai (United Arab Emirates) nel 16-18 October 2023) [10.1109/VLSI-SoC57769.2023.10321881]. | 1-gen-2023 | Sierra, Robert LimasGuerrero-Balaguera, Juan-DavidRodriguez Condia, Josie E.Sonza Reorda, Matteo | Analyzing_the_Impact_of_Different_Real_Number_Formats_on_the_Structural_Reliability_of_TCUs_in_GPUs.pdf |
Assessing Convolutional Neural Networks Reliability through Statistical Fault Injections / Ruospo, Annachiara; Gavarini, Gabriele; De Sio, Corrado; Guerrero Balaguera, Juan David; Sterpone, Luca; Sonza Reorda, Matteo; Sanchez, Ernesto; Mariani, Riccardo; Aribido, Joseph; Athavale, Jyotika. - (2023), pp. 1-6. (Intervento presentato al convegno IEEE Design, Automation and Test in Europe Conference (DATE) tenutosi a Antwerp (Belgium) nel 17 - 19 April 2023) [10.23919/DATE56975.2023.10136998]. | 1-gen-2023 | Ruospo, AnnachiaraGavarini, GabrieleDe Sio, CorradoGuerrero Balaguera, Juan DavidSterpone, LucaSonza Reorda, MatteoSanchez, Ernesto + | date_2023_acceptedVersion.pdf; Assessing_Convolutional_Neural_Networks_Reliability_through_Statistical_Fault_Injections.pdf |
Evaluating the Prevalence of SFUs in the Reliability of GPUs / Rodriguez Condia, Josie E.; Guerrero-Balaguera, Juan-David; Patiño Núñez, Edwar J.; Limas, Robert; Reorda, Matteo Sonza. - (2023), pp. 1-6. (Intervento presentato al convegno 2023 IEEE European Test Symposium (ETS) tenutosi a Venice (IT) nel 22-26 May 2023) [10.1109/ETS56758.2023.10174110]. | 1-gen-2023 | Rodriguez Condia, Josie E.Guerrero-Balaguera, Juan-DavidLimas, RobertReorda, Matteo Sonza + | Evaluating_the_Prevalence_of_SFUs_in_the_Reliability_of_GPUs.pdf |
Reliability Estimation of Split DNN Models for Distributed Computing in IoT Systems / Guerrero-Balaguera, Juan-David; Harshbarger, Ian A.; Rodriguez Condia, Josie E.; Levorato, Marco; Sonza Reorda, Matteo. - (2023), pp. 1-4. (Intervento presentato al convegno 2023 IEEE 32nd International Symposium on Industrial Electronics (ISIE) tenutosi a Helsinki (FIN) nel 19-21 June 2023) [10.1109/ISIE51358.2023.10227928]. | 1-gen-2023 | Guerrero-Balaguera, Juan-DavidRodriguez Condia, Josie E.Levorato, MarcoSonza Reorda, Matteo + | Reliability_Estimation_of_Split_DNN_Models_for_Distributed_Computing_in_IoT_Systems.pdf |
Understanding the Effects of Permanent Faults in GPU's Parallelism Management and Control Units / Guerrero-Balaguera, Juan-David; Rodriguez Condia, Josie E.; dos Santos, Fernando F.; Sonza, Matteo; Rech, Paolo. - ELETTRONICO. - (2023), pp. 1-14. (Intervento presentato al convegno SC23: International Conference for High Performance Computing, Networking, Storage and Analysis tenutosi a Denver CO (USA) nel November 12 - 17, 2023) [10.1145/3581784.3607086]. | 1-gen-2023 | Juan-David Guerrero-BalagueraJosie E. Rodriguez CondiaMatteo SonzaPaolo Rech + | sc_2023_nvbitpermfi.pdf; 3581784.3607086.pdf |
A Compaction Method for STLs for GPU in-field test / Guerrero-Balaguera, Juan-David; Rodriguez Condia, J. E.; Sonza Reorda, M.. - ELETTRONICO. - (2022), pp. 454-459. (Intervento presentato al convegno 2022 Design, Automation and Test in Europe Conference and Exhibition, DATE 2022 tenutosi a Antwerp (BE) nel 14-23 March 2022) [10.23919/DATE54114.2022.9774597]. | 1-gen-2022 | Guerrero-Balaguera Juan-DavidRodriguez Condia J. E.Sonza Reorda M. | A_Compaction_Method_for_STLs_for_GPU_in-field_test.pdf |
A Multi-level Approach to Evaluate the Impact of GPU Permanent Faults on CNN's Reliability / Rodriguez Condia, Josie E.; Guerrero-Balaguera, Juan-David; Dos Santos, Fernando F.; Reorda, Matteo Sonza; Rech, Paolo. - (2022), pp. 278-287. (Intervento presentato al convegno 2022 IEEE International Test Conference (ITC) tenutosi a Anaheim, CA (USA) nel 23-30 September 2022) [10.1109/ITC50671.2022.00036]. | 1-gen-2022 | Rodriguez Condia, Josie E.Guerrero-Balaguera, Juan-DavidReorda, Matteo SonzaRech, Paolo + | ITC_2022.pdf; A_Multi-level_Approach_to_Evaluate_the_Impact_of_GPU_Permanent_Faults_on_CNNs_Reliability.pdf |
A New Method to Generate Software Test Libraries for In-Field GPU Testing Resorting to High-Level Languages / Guerrero-Balaguera, Juan-David; Rodriguez Condia, Josie Esteban; Sonza Reorda, Matteo. - ELETTRONICO. - (2022), pp. 1-7. (Intervento presentato al convegno 40th IEEE VLSI Test Symposium, VTS 2022 tenutosi a San Diego (USA) nel 25-27 April 2022) [10.1109/VTS52500.2021.9794225]. | 1-gen-2022 | Guerrero-Balaguera, Juan-DavidRodriguez Condia, Josie EstebanSonza Reorda, Matteo | A_New_Method_to_Generate_Software_Test_Libraries_for_In-Field_GPU_Testing_Resorting_to_High-Level_Languages.pdf |