M. Sonza Reorda

Politecnico di Torino

Papers

11

Total Citations

88

H-Index

6

About

No biography available yet.

Research Focus

Computer science11 · 88 citations
Embedded system7 · 73 citations
Reliability (semiconductor)8 · 67 citations
Fault injection5 · 60 citations
Fault (geology)4 · 57 citations
Artificial intelligence5 · 54 citations
Computer engineering4 · 52 citations
Software4 · 51 citations
Parallel computing4 · 51 citations
Automotive industry4 · 48 citations
Graphics3 · 45 citations
CUDA2 · 40 citations

Key Achievements

6
H-Index
11
Papers
88
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: 2022 (5 Papers)
🤝 Key Collaborators: 19
🏛 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
    Towards the Integration of Reliability and Security Mechanisms to Enhance the Fault Resilience of Neural Networks
    9 citations · 2021
  3. 3
    Exploring Hardware Fault Impacts on Different Real Number Representations of the Structural Resilience of TCUs in GPUs
    9 citations · 2024
  4. 4
    Evaluating the Reliability of Supervised Compression for Split Computing
    8 citations · 2024
  5. 5
    A Compaction Method for STLs for GPU in-field test
    8 citations · 2022
  6. 6
    Reliability Assessment of Neural Networks in GPUs: A Framework For Permanent Faults Injections
    7 citations · 2022
  7. 7
    Evaluating the impact of Permanent Faults in a GPU running a Deep Neural Network
    5 citations · 2022
  8. 8
    Microarchitectural Reliability Evaluation of a Block Scheduling Controller in GPUs
    4 citations · 2022
  9. 9
    Reliability Assessment of Large DNN Models: Trading Off Performance and Accuracy
    2 citations · 2024
  10. 10
    Analyzing the Impact of Scheduling Policies on the Reliability of GPUs Running CNN Operations
    2 citations · 2024

Key Collaborators

JGJuan-David Guerrero-Balaguera9 shared papersJEJosie E. Rodriguez Condia8 shared papersRLRobert Limas Sierra5 shared papersMLMarco Levorato2 shared papersMTMarcello Traiola2 shared papersGEGiuseppe Esposito2 shared papersLGLuigi Galasso2 shared papersFFFernando Fernandes dos Santos2 shared papersPRPaolo Rech1 shared papersESErnesto Sánchez1 shared papersEVEmanuele Valea1 shared papersMKMiloš Krstić1 shared papersAKAngeliki Kritikakou1 shared papersFPFrancesco Pessia1 shared papersJCJunchao Chen1 shared papersNINikolaos I. Deligiannis1 shared papersAVAlessandro Veronesi1 shared papersRCRiccardo Cantoro1 shared papersRFRiccardo Faggiano1 shared papers
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