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Abderaouf N. Amalou

Abderaouf Nassim Amalou

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Books and Theses

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2023
[b1]
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Abderaouf Nassim Amalou:
Machine learning for timing estimation. (apprentissage automatique pour l'estimation du temps d'exécution). University of Rennes 1, France, 2023

Conference and Workshop Papers

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2024
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Abderaouf Nassim Amalou, Elisa Fromont, Isabelle Puaut:
Fast and Accurate Context-Aware Basic Block Timing Prediction using Transformers. CC 2024: 227-237
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Hugo Reymond, Abderaouf Nassim Amalou, Isabelle Puaut:
WORTEX: Worst-Case Execution Time and Energy Estimation in Low-Power Microprocessors Using Explainable ML. WCET 2024: 1:1-1:14
2023
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Abderaouf N. Amalou, Elisa Fromont, Isabelle Puaut:
CAWET: Context-Aware Worst-Case Execution Time Estimation Using Transformers. ECRTS 2023: 7:1-7:20
2022
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Abderaouf N. Amalou, Élisa Fromont, Isabelle Puaut:
CATREEN: Context-Aware Code Timing Estimation with Stacked Recurrent Networks. ICTAI 2022: 571-576
2021
[c1]
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  - conf/rtcsa/AmalouPM21
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Abderaouf N. Amalou, Isabelle Puaut, Gilles Muller:
WE-HML: hybrid WCET estimation using machine learning for architectures with caches. RTCSA 2021: 31-40

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