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GUERRERO BALAGUERA, JUAN DAVID

GUERRERO BALAGUERA, JUAN DAVID  

Dipartimento di Automatica e Informatica  

J. Guerrero  

068072  

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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
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
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
Effective fault simulation of GPU’s permanent faults for reliability estimation of CNNs / Guerrero-Balaguera, Juan-David; Sierra, Robert Limas; Reorda, Matteo Sonza. - (2022), pp. 1-6. (Intervento presentato al convegno 2022 IEEE 28th International Symposium on On-Line Testing and Robust System Design (IOLTS) tenutosi a Torino nel 12-14 September 2022) [10.1109/IOLTS56730.2022.9897823]. 1-gen-2022 Guerrero-Balaguera, Juan-DavidSierra, Robert LimasReorda, Matteo Sonza Effective_fault_simulation_of_GPUs_permanent_faults_for_reliability_estimation_of_CNNs.pdf
Evaluating the impact of Permanent Faults in a GPU running a Deep Neural Network / Juan-David, Guerrero-Balaguera; Galasso, Luigi; LIMAS SIERRA, ROBERT ALEXANDER; Ernesto, Sanchez; SONZA REORDA, Matteo. - (2022), pp. 96-101. (Intervento presentato al convegno 2022 {IEEE} International Test Conference in Asia ({ITC}-Asia) tenutosi a Taipei (Taiwan) nel 24-26 August 2022) [10.1109/itcasia55616.2022.00027]. 1-gen-2022 Juan-David Guerrero-BalagueraRobert Limas SierraErnesto SanchezMatteo Sonza Reorda + 2022_ITC_ASIA_CNNs_Reliability_Registers_cameraready.pdf; Evaluating_the_impact_of_Permanent_Faults_in_a_GPU_running_a_Deep_Neural_Network.pdf
Neural Network's Reliability to Permanent Faults: Analyzing the Impact of Performance Optimizations in GPUs / Guerrero-Balaguera, Juan-David; Rodriguez Condia, Josie E.; Reorda, Matteo Sonza. - (2022), pp. 1-4. (Intervento presentato al convegno 2022 29th IEEE International Conference on Electronics, Circuits and Systems (ICECS) tenutosi a Glasgow (UK) nel 24-26 October 2022) [10.1109/ICECS202256217.2022.9971036]. 1-gen-2022 Guerrero-Balaguera, Juan-DavidRodriguez Condia, Josie E.Reorda, Matteo Sonza Neural_Networks_Reliability_to_Permanent_Faults_Analyzing_the_Impact_of_Performance_Optimizations_in_GPUs.pdf