GUERRERO BALAGUERA, JUAN DAVID
GUERRERO BALAGUERA, JUAN DAVID
Dipartimento di Automatica e Informatica
J. Guerrero
068072
Analyzing the Reliability of TCUs Through Micro-architecture and Structural Evaluations for Two Real Number Formats
In corso di stampa LIMAS SIERRA, ROBERT ALEXANDER; Guerrero-Balaguera, Juan-David; Rodriguez Condia, Josie E.; 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
Evaluating the Reliability of Supervised Compression for Split Computing
2024 Guerrero-Balaguera, Juan-David; Rodriguez Condia, Josie E.; Levorato, Marco; Sonza Reorda, Matteo
Exploring Hardware Fault Impacts on Different Real Number Representations of the Structural Resilience of TCUs in GPUs
2024 Limas Sierra, Robert; Guerrero-Balaguera, Juan-David; Rodriguez Condia, Josie E.; Sonza Reorda, Matteo
Investigating and Reducing the Architectural Impact of Transient Faults in Special Function Units for GPUs
2024 Rodriguez Condia, Josie E.; Guerrero-Balaguera, Juan-David; Patiño Núñez, Edwar J.; Limas, Robert; Sonza Reorda, Matteo
Reliability Enhancement in GPU Architectures
2024 GUERRERO BALAGUERA, JUAN DAVID
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
Characterizing a Neutron-Induced Fault Model for Deep Neural Networks
2023 Fernandes Dos Santos, Fernando; Kritikakou, Angeliki; Rodriguez Condia, Josie E.; Juan-David, Guerrero-Balaguera; SONZA REORDA, Matteo; Sentieys, Olivier; Rech, Paolo
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
STLs for GPUs: Using High-Level Language Approaches
2023 Guerrero-Balaguera, Juan-David; Rodriguez Condia, Josie E.; 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
Citazione | Data di pubblicazione | Autori | File |
---|---|---|---|
Analyzing the Reliability of TCUs Through Micro-architecture and Structural Evaluations for Two Real Number Formats / LIMAS SIERRA, ROBERT ALEXANDER; Guerrero-Balaguera, Juan-David; Rodriguez Condia, Josie E.; SONZA REORDA, Matteo - In: VLSI-SoC 2023: Silicon Innovations for Trustworthy Artificial Intelligence[s.l] : Springer, In corso di stampa. | In corso di stampa | Robert Limas SierraJuan-David Guerrero-BalagueraJosie E. Rodriguez CondiaMatteo Sonza Reorda | VLSI_Soc2023_Book_Chapter.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 |
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 |
Exploring Hardware Fault Impacts on Different Real Number Representations of the Structural Resilience of TCUs in GPUs / Limas Sierra, Robert; Guerrero-Balaguera, Juan-David; Rodriguez Condia, Josie E.; Sonza Reorda, Matteo. - In: ELECTRONICS. - ISSN 2079-9292. - 13:3(2024). [10.3390/electronics13030578] | 1-gen-2024 | Limas Sierra, RobertGuerrero-Balaguera, Juan-DavidRodriguez Condia, Josie E.Sonza Reorda, Matteo | electronics-13-00578.pdf |
Investigating and Reducing the Architectural Impact of Transient Faults in Special Function Units for GPUs / Rodriguez Condia, Josie E.; Guerrero-Balaguera, Juan-David; Patiño Núñez, Edwar J.; Limas, Robert; Sonza Reorda, Matteo. - In: JOURNAL OF ELECTRONIC TESTING. - ISSN 0923-8174. - ELETTRONICO. - 40:(2024), pp. 215-228. [10.1007/s10836-024-06107-9] | 1-gen-2024 | Rodriguez Condia, Josie E.Guerrero-Balaguera, Juan-DavidLimas, RobertSonza Reorda, Matteo + | s10836-024-06107-9.pdf |
Reliability Enhancement in GPU Architectures / GUERRERO BALAGUERA, JUAN DAVID. - (2024 Jul 08), pp. 1-159. | 8-lug-2024 | GUERRERO BALAGUERA, JUAN DAVID | Thesis_JDGB_reliability_enhancement_in_gpu_fv.pdf; Abstract_JDGB_reliability_enhancement_in_gpu_fv.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 |
Characterizing a Neutron-Induced Fault Model for Deep Neural Networks / Fernandes Dos Santos, Fernando; Kritikakou, Angeliki; Rodriguez Condia, Josie E.; Juan-David, Guerrero-Balaguera; SONZA REORDA, Matteo; Sentieys, Olivier; Rech, Paolo. - In: IEEE TRANSACTIONS ON NUCLEAR SCIENCE. - ISSN 0018-9499. - 70:4(2023), pp. 370-380. [10.1109/tns.2022.3224538] | 1-gen-2023 | Josie E. Rodriguez CondiaJuan-David Guerrero-BalagueraMatteo Sonza ReordaOlivier SentieysPaolo Rech + | Characterizing_a_Neutron-Induced_Fault_Model_for_Deep_Neural_Networks.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 |
STLs for GPUs: Using High-Level Language Approaches / Guerrero-Balaguera, Juan-David; Rodriguez Condia, Josie E.; Sonza Reorda, Matteo. - In: IEEE DESIGN & TEST. - ISSN 2168-2356. - ELETTRONICO. - 40:4(2023), pp. 51-60. [10.1109/MDAT.2023.3267601] | 1-gen-2023 | Guerrero-Balaguera, Juan-DavidRodriguez Condia, Josie E.Sonza Reorda, Matteo | STLs_for_GPUs_Using_High-Level_Language_Approaches.pdf; STLs_for_GPUs_Using_High-Level_Language_Approaches.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 |