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Juan-David Guerrero-Balaguera

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2024
[j3]
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Josie E. Rodriguez Condia, Juan-David Guerrero-Balaguera, Edward Javier Patiño Nuñez, Robert Limas Sierra, Matteo Sonza Reorda:
Investigating and Reducing the Architectural Impact of Transient Faults in Special Function Units for GPUs. J. Electron. Test. 40(2): 215-228 (2024)
[c25]
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Josie E. Rodriguez Condia, Juan-David Guerrero-Balaguera, Robert Limas Sierra, Matteo Sonza Reorda:
Analyzing the Structural and Operational Impact of Faults in Floating-Point and Posit Arithmetic Cores for CNN Operations. ETS 2024: 1-4
[c24]
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Giuseppe Esposito, Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Marco Levorato, Matteo Sonza Reorda:
Enhancing the Reliability of Split Computing Deep Neural Networks. IOLTS 2024: 1-7
[c23]
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Francesco Pessia, Juan-David Guerrero-Balaguera, Robert Limas Sierra, Josie E. Rodriguez Condia, Marco Levorato, Matteo Sonza Reorda:
Effective Application-level Error Modeling of Permanent Faults on AI Accelerators. IOLTS 2024: 1-7
[c22]
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Giuseppe Esposito, Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Marco Levorato, Matteo Sonza Reorda:
Assessing the Reliability of Different Split Computing Neural Network Applications. LATS 2024: 1-6
[c21]
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Luis Ariel Mesa, Juan-David Guerrero-Balaguera, Erika D. Castañeda, Ernesto Sánchez, Wilson-Javier Pérez-Holguín:
An Integrated Environment for the Reliability Assessment of CNNs Accelerators Implemented in FPGAs. LATS 2024: 1-4
[c20]
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  - conf/vlsi/0001ESGKKSCRTV24
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Junchao Chen, Giuseppe Esposito, Fernando Fernandes dos Santos, Juan-David Guerrero-Balaguera, Angeliki Kritikakou, Milos Krstic, Robert Limas Sierra, Josie E. Rodriguez Condia, Matteo Sonza Reorda, Marcello Traiola, Alessandro Veronesi:
Reliability Assessment of Large DNN Models: Trading Off Performance and Accuracy. VLSI-SoC 2024: 1-10
[c19]
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  - conf/vts/AhmadilivaniBDS24
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Mohammad Hasan Ahmadilivani, Alberto Bosio, Bastien Deveautour, Fernando Fernandes dos Santos, Juan-David Guerrero-Balaguera, Maksim Jenihhin, Angeliki Kritikakou, Robert Limas Sierra, Salvatore Pappalardo, Jaan Raik, Josie E. Rodriguez Condia, Matteo Sonza Reorda, Mahdi Taheri, Marcello Traiola:
Special Session: Reliability Assessment Recipes for DNN Accelerators. VTS 2024: 1-11
[c18]
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Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Marco Levorato, Matteo Sonza Reorda:
Evaluating the Reliability of Supervised Compression for Split Computing. VTS 2024: 1-6
[c17]
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Robert Limas Sierra, Juan-David Guerrero-Balaguera, Francesco Pessia, Josie E. Rodriguez Condia, Matteo Sonza Reorda:
Analyzing the Impact of Scheduling Policies on the Reliability of GPUs Running CNN Operations. VTS 2024: 1-7
2023
[j2]
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  - journals/dt/CondiaSBGHSR23
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Josie E. Rodriguez Condia, Felipe Augusto da Silva, Ahmet Çagri Bagbaga, Juan-David Guerrero-Balaguera, Said Hamdioui, Christian Sauer, Matteo Sonza Reorda:
Using STLs for Effective In-Field Test of GPUs. IEEE Des. Test 40(2): 109-117 (2023)
[j1]
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Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda:
STLs for GPUs: Using High-Level Language Approaches. IEEE Des. Test 40(4): 51-60 (2023)
[c16]
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Robert Limas Sierra, Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda:
A Reliability-aware Environment for Design Exploration for GPU Devices. DDECS 2023: 169-174
[c15]
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Josie E. Rodriguez Condia, Juan-David Guerrero-Balaguera, Edward Javier Patiño Nuñez, Robert Limas Sierra, Matteo Sonza Reorda:
Evaluating the Prevalence of SFUs in the Reliability of GPUs. ETS 2023: 1-6
[c14]
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  - conf/isie/GuerreroBalagueraHCLR23
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Juan-David Guerrero-Balaguera, Ian Harshbarger, Josie E. Rodriguez Condia, Marco Levorato, Matteo Sonza Reorda:
Reliability Estimation of Split DNN Models for Distributed Computing in IoT Systems. ISIE 2023: 1-4
[c13]
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Josie E. Rodriguez Condia, Juan-David Guerrero-Balaguera, Edward Javier Patiño Nuñez, Robert Limas Sierra, Matteo Sonza Reorda:
Analyzing the Architectural Impact of Transient Fault Effects in SFUs of GPUs. LATS 2023: 1-6
[c12]
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Juan-David Guerrero-Balaguera, Josie Esteban Rodriguez Condia, Fernando Fernandes dos Santos, Matteo Sonza Reorda, Paolo Rech:
Understanding the Effects of Permanent Faults in GPU's Parallelism Management and Control Units. SC 2023: 46:1-46:14
[c11]
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Robert Limas Sierra, Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda:
Analyzing the Impact of Different Real Number Formats on the Structural Reliability of TCUs in GPUs. VLSI-SoC 2023: 1-6
[i4]
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  - journals/corr/abs-2306-10856
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Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Fernando Fernandes dos Santos, Matteo Sonza Reorda, Paolo Rech:
Understanding the Effects of Permanent Faults in GPU's Parallelism Management and Control Units. CoRR abs/2306.10856 (2023)
2022
[c10]
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  - conf/date/Guerrero-Balaguera22
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Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda:
A Compaction Method for STLs for GPU in-field test. DATE 2022: 454-459
[c9]
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  - conf/icecsys/Guerrero-Balaguera22
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Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda:
Neural Network's Reliability to Permanent Faults: Analyzing the Impact of Performance Optimizations in GPUs. ICECS 2022 2022: 1-4
[c8]
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Juan-David Guerrero-Balaguera, Robert Limas Sierra, Matteo Sonza Reorda:
Effective fault simulation of GPU's permanent faults for reliability estimation of CNNs. IOLTS 2022: 1-6
[c7]
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Juan-David Guerrero-Balaguera, Luigi Galasso, Robert Limas Sierra, Matteo Sonza Reorda:
Reliability Assessment of Neural Networks in GPUs: A Framework For Permanent Faults Injections. ISIE 2022: 959-962
[c6]
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  - conf/itc/CondiaGSRR22
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Josie E. Rodriguez Condia, Juan-David Guerrero-Balaguera, Fernando Fernandes dos Santos, Matteo Sonza Reorda, Paolo Rech:
A Multi-level Approach to Evaluate the Impact of GPU Permanent Faults on CNN's Reliability. ITC 2022: 278-287
[c5]
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  - conf/itc-asia/Guerrero-Balaguera22
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Juan-David Guerrero-Balaguera, Luigi Galasso, Robert Limas Sierra, Ernesto Sánchez, Matteo Sonza Reorda:
Evaluating the impact of Permanent Faults in a GPU running a Deep Neural Network. ITC-Asia 2022: 96-101
[c4]
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Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda:
A New Method to Generate Software Test Libraries for In-Field GPU Testing Resorting to High-Level Languages. VTS 2022: 1-7
[i3]
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  - journals/corr/abs-2205-12177
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Juan-David Guerrero-Balaguera, Luigi Galasso, Robert Limas Sierra, Matteo Sonza Reorda:
Reliability Assessment of Neural Networks in GPUs: A Framework For Permanent Faults Injections. CoRR abs/2205.12177 (2022)
[i2]
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  - journals/corr/abs-2211-13094
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Fernando Fernandes dos Santos, Angeliki Kritikakou, Josie Esteban Rodriguez Condia, Juan-David Guerrero-Balaguera, Matteo Sonza Reorda, Olivier Sentieys, Paolo Rech:
Characterizing a Neutron-Induced Fault Model for Deep Neural Networks. CoRR abs/2211.13094 (2022)
2021
[c3]
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  - conf/ats/Guerrero-Balaguera21
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Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda:
A Novel Compaction Approach for SBST Test Programs. ATS 2021: 67-72
[c2]
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Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda:
On the Functional Test of Special Function Units in GPUs. DDECS 2021: 81-86
[c1]
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Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda:
Using Hardware Performance Counters to support infield GPU Testing. ICECS 2021: 1-4
[i1]
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  - journals/corr/abs-2109-00958
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Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda:
A Novel Compaction Approach for SBST Test Programs. CoRR abs/2109.00958 (2021)

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