Abderaouf N. Amalou

According to our database, Abderaouf N. Amalou authored at least 7 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Using machine learning for timing analysis: where do we stand?

Abderaouf Nassim Amalou, Isabelle Puaut

Real Time Syst., June, 2025

2024

WORTEX: Worst-Case Execution Time and Energy Estimation in Low-Power Microprocessors Using Explainable ML.

Hugo Reymond, Abderaouf Nassim Amalou, Isabelle Puaut

Proceedings of the 22nd International Workshop on Worst-Case Execution Time Analysis, 2024

Fast and Accurate Context-Aware Basic Block Timing Prediction using Transformers.

Abderaouf Nassim Amalou, Elisa Fromont, Isabelle Puaut

Proceedings of the 33rd ACM SIGPLAN International Conference on Compiler Construction, 2024

2023

Machine learning for timing estimation. (apprentissage automatique pour l'estimation du temps d'exécution).

Abderaouf Nassim Amalou

PhD thesis, 2023

CAWET: Context-Aware Worst-Case Execution Time Estimation Using Transformers.

Abderaouf N. Amalou, Elisa Fromont, Isabelle Puaut

Proceedings of the 35th Euromicro Conference on Real-Time Systems, 2023

2022

CATREEN: Context-Aware Code Timing Estimation with Stacked Recurrent Networks.

Abderaouf N. Amalou, Élisa Fromont, Isabelle Puaut

Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

2021

WE-HML: hybrid WCET estimation using machine learning for architectures with caches.

Abderaouf N. Amalou, Isabelle Puaut, Gilles Muller

Proceedings of the 27th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2021