Juan-David Guerrero-Balaguera

Politecnico di Torino

Papers

9

Total Citations

75

H-Index

5

About

No biography available yet.

Research Focus

Computer science9 · 75 citations
Embedded system5 · 60 citations
Reliability (semiconductor)7 · 58 citations
Artificial intelligence5 · 54 citations
Computer engineering4 · 52 citations
Parallel computing4 · 51 citations
Fault (geology)3 · 48 citations
Software3 · 47 citations
Fault injection3 · 47 citations
Graphics3 · 45 citations
Automotive industry3 · 44 citations
CUDA2 · 40 citations

Key Achievements

5
H-Index
9
Papers
75
Total Citations
8
Avg Citations/Paper
🏆 Most Cited Paper
A Multi-level Approach to Evaluate the Impact of GPU Permanent Faults on CNN's Reliability
32 citations · 2022
📈 Most Prolific Year: 2024 (5 Papers)
🤝 Key Collaborators: 15
🏛 Institutions: Politecnico di Torino

Top Papers

  1. 1
    A Multi-level Approach to Evaluate the Impact of GPU Permanent Faults on CNN's Reliability
    32 citations · 2022
  2. 2
    Exploring Hardware Fault Impacts on Different Real Number Representations of the Structural Resilience of TCUs in GPUs
    9 citations · 2024
  3. 3
    Evaluating the Reliability of Supervised Compression for Split Computing
    8 citations · 2024
  4. 4
    A Compaction Method for STLs for GPU in-field test
    8 citations · 2022
  5. 5
    Reliability Assessment of Neural Networks in GPUs: A Framework For Permanent Faults Injections
    7 citations · 2022
  6. 6
    Evaluating the impact of Permanent Faults in a GPU running a Deep Neural Network
    5 citations · 2022
  7. 7
    Reliability Assessment of Large DNN Models: Trading Off Performance and Accuracy
    2 citations · 2024
  8. 8
    Analyzing the Impact of Scheduling Policies on the Reliability of GPUs Running CNN Operations
    2 citations · 2024
  9. 9
    Enhancing the Reliability of Split Computing Deep Neural Networks
    2 citations · 2024

Key Collaborators

MSM. Sonza Reorda9 shared papersJEJosie E. Rodriguez Condia7 shared papersRLRobert Limas Sierra5 shared papersMLMarco Levorato2 shared papersGEGiuseppe Esposito2 shared papersLGLuigi Galasso2 shared papersFFFernando Fernandes dos Santos2 shared papersESErnesto Sánchez1 shared papersMKMiloš Krstić1 shared papersAKAngeliki Kritikakou1 shared papersFPFrancesco Pessia1 shared papersJCJunchao Chen1 shared papersAVAlessandro Veronesi1 shared papersMTMarcello Traiola1 shared papersPRPaolo Rech1 shared papers
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