FLASH-RL: Federated Learning Addressing System and Static Heterogeneity using Reinforcement Learning
Bouaziz, Sofiane, Benmeziane, Hadjer, Imine, Youcef, Hamdad, Leila, Niar, Smail, Ouarnoughi, Hamza
Published in 2023 IEEE 41st International Conference on Computer Design (ICCD) (06.11.2023)
Published in 2023 IEEE 41st International Conference on Computer Design (ICCD) (06.11.2023)
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Conference Proceeding
Firmware Integrity Protection: A Survey
Marchand, Antoine, Imine, Youcef, Ouarnoughi, Hamza, Tarridec, Titouan, Gallais, Antoine
Published in IEEE access (2023)
Published in IEEE access (2023)
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Journal Article
HADAS: Hardware-Aware Dynamic Neural Architecture Search for Edge Performance Scaling
Bouzidi, Halima, Odema, Mohanad, Ouarnoughi, Hamza, Al Faruque, Mohammad Abdullah, Niar, Smail
Published in 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01.04.2023)
Published in 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01.04.2023)
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Conference Proceeding
Map-and-Conquer: Energy-Efficient Mapping of Dynamic Neural Nets onto Heterogeneous MPSoCs
Bouzidi, Halima, Odema, Mohanad, Ouarnoughi, Hamza, Niar, Smail, Al Faruque, Mohammad Abdullah
Published in 2023 60th ACM/IEEE Design Automation Conference (DAC) (09.07.2023)
Published in 2023 60th ACM/IEEE Design Automation Conference (DAC) (09.07.2023)
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Conference Proceeding
Grassroots operator search for model edge adaptation using mathematical search space
Benmeziane, Hadjer, El Maghraoui, Kaoutar, Ouarnoughi, Hamza, Niar, Smail
Published in Future generation computer systems (01.08.2024)
Published in Future generation computer systems (01.08.2024)
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Journal Article
Optimizing the cost of DBaaS object placement in hybrid storage systems
Boukhelef, Djillali, Boukhobza, Jalil, Boukhalfa, Kamel, Ouarnoughi, Hamza, Lemarchand, Laurent
Published in Future generation computer systems (01.04.2019)
Published in Future generation computer systems (01.04.2019)
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Journal Article
Simulating multi-agent-based computation offloading for autonomous cars
Ouarnoughi, Hamza, Grislin-Le Strugeon, Emmanuelle, Niar, Smail
Published in Cluster computing (01.08.2022)
Published in Cluster computing (01.08.2022)
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Journal Article
Co-Optimization of DNN and Hardware Configurations on Edge GPUs
Bouzidi, Halima, Ouarnoughi, Hamza, Niar, Smail, Talbi, El-Ghazali, El Cadi, Abdessamad Ait
Published in 2022 25th Euromicro Conference on Digital System Design (DSD) (01.08.2022)
Published in 2022 25th Euromicro Conference on Digital System Design (DSD) (01.08.2022)
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Conference Proceeding
Grassroots Operator Search for Model Edge Adaptation
Benmeziane, Hadjer, Maghraoui, Kaoutar El, Ouarnoughi, Hamza, Niar, Smail
Year of Publication 20.03.2024
Year of Publication 20.03.2024
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Journal Article
Harmonic-NAS: Hardware-Aware Multimodal Neural Architecture Search on Resource-constrained Devices
Ghebriout, Mohamed Imed Eddine, Bouzidi, Halima, Niar, Smail, Ouarnoughi, Hamza
Year of Publication 12.09.2023
Year of Publication 12.09.2023
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Journal Article
Treasure What You Have: Exploiting Similarity in Deep Neural Networks for Efficient Video Processing
Benmeziane, Hadjer, Bouzidi, Halima, Ouarnoughi, Hamza, Ozturk, Ozcan, Niar, Smail
Year of Publication 10.05.2023
Year of Publication 10.05.2023
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Journal Article
HyT-NAS: Hybrid Transformers Neural Architecture Search for Edge Devices
Mecharbat, Lotfi Abdelkrim, Benmeziane, Hadjer, Ouarnoughi, Hamza, Niar, Smail
Year of Publication 08.03.2023
Year of Publication 08.03.2023
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Journal Article
Combining Neural Architecture Search and Automatic Code Optimization: A Survey
Bachiri, Inas, Benmeziane, Hadjer, Niar, Smail, Baghdadi, Riyadh, Ouarnoughi, Hamza, Aries, Abdelkrime
Year of Publication 07.08.2024
Year of Publication 07.08.2024
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Journal Article
DfuseNAS: A Diffusion-Based Neural Architecture Search
Mecharbat, Lotfi Abdelkrim, Benmeziane, Hadjer, Ouarnoughi, Hamza, Niar, Smail, Maghraoui, Kaoutar El
Published in 2024 International Joint Conference on Neural Networks (IJCNN) (30.06.2024)
Published in 2024 International Joint Conference on Neural Networks (IJCNN) (30.06.2024)
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Conference Proceeding
FLASH-RL: Federated Learning Addressing System and Static Heterogeneity using Reinforcement Learning
Bouaziz, Sofiane, Benmeziane, Hadjer, Imine, Youcef, Hamdad, Leila, Niar, Smail, Ouarnoughi, Hamza
Year of Publication 12.11.2023
Year of Publication 12.11.2023
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Journal Article
MaGNAS: A Mapping-Aware Graph Neural Architecture Search Framework for Heterogeneous MPSoC Deployment
Odema, Mohanad, Bouzidi, Halima, Ouarnoughi, Hamza, Niar, Smail, Faruque, Mohammad Abdullah Al
Year of Publication 16.07.2023
Year of Publication 16.07.2023
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Journal Article