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2020 – today
- 2024
[j10]Hadjer Benmeziane
, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar:
Grassroots operator search for model edge adaptation using mathematical search space. Future Gener. Comput. Syst. 157: 29-40 (2024)- [c25]Lotfi Abdelkrim Mecharbat, Hadjer Benmeziane, Hamza Ouarnoughi, Smaïl Niar, Kaoutar El Maghraoui:
DfuseNAS: A Diffusion-Based Neural Architecture Search. IJCNN 2024: 1-8 - [i12]Halima Bouzidi, Smaïl Niar, Hamza Ouarnoughi, El-Ghazali Talbi:
SONATA: Self-adaptive Evolutionary Framework for Hardware-aware Neural Architecture Search. CoRR abs/2402.13204 (2024) - [i11]Inas Bachiri, Hadjer Benmeziane, Smaïl Niar, Riyadh Baghdadi, Hamza Ouarnoughi, Abdelkrime Aries:
Combining Neural Architecture Search and Automatic Code Optimization: A Survey. CoRR abs/2408.04116 (2024) - 2023
- [j9]Antoine Marchand, Youcef Imine, Hamza Ouarnoughi, Titouan Tarridec, Antoine Gallais:
Firmware Integrity Protection: A Survey. IEEE Access 11: 77952-77979 (2023) - [j8]Hadjer Benmeziane, Hamza Ouarnoughi, Kaoutar El Maghraoui, Smaïl Niar:
Multi-objective Hardware-aware Neural Architecture Search with Pareto Rank-preserving Surrogate Models. ACM Trans. Archit. Code Optim. 20(2): 29:1-29:21 (2023) - [j7]Mohanad Odema, Halima Bouzidi, Hamza Ouarnoughi, Smaïl Niar, Mohammad Abdullah Al Faruque:
MaGNAS: A Mapping-Aware Graph Neural Architecture Search Framework for Heterogeneous MPSoC Deployment. ACM Trans. Embed. Comput. Syst. 22(5s): 108:1-108:26 (2023) - [c24]Mohamed Imed Eddine Ghebriout, Halima Bouzidi, Smaïl Niar, Hamza Ouarnoughi:
Harmonic-NAS: Hardware-Aware Multimodal Neural Architecture Search on Resource-constrained Devices. ACML 2023: 374-389 - [c23]Lotfi Abdelkrim Mecharbat, Hadjer Benmeziane, Hamza Ouarnoughi, Smaïl Niar:
HyT-NAS: Hybrid Transformers Neural Architecture Search for Edge Devices. CODAI 2023: 41-45 - [c22]Halima Bouzidi, Mohanad Odema, Hamza Ouarnoughi, Smaïl Niar, Mohammad Abdullah Al Faruque:
Map-and-Conquer: Energy-Efficient Mapping of Dynamic Neural Nets onto Heterogeneous MPSoCs. DAC 2023: 1-6 - [c21]Halima Bouzidi, Mohanad Odema, Hamza Ouarnoughi, Mohammad Abdullah Al Faruque, Smaïl Niar:
HADAS: Hardware-Aware Dynamic Neural Architecture Search for Edge Performance Scaling. DATE 2023: 1-6 - [c20]Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar:
Pareto Rank-Preserving Supernetwork for Hardware-Aware Neural Architecture Search. ECAI 2023: 239-246 - [c19]Hadjer Benmeziane, Corey Lammie, Irem Boybat, Malte J. Rasch, Manuel Le Gallo, Hsinyu Tsai, Ramachandran Muralidhar, Smaïl Niar, Hamza Ouarnoughi, Vijay Narayanan, Abu Sebastian, Kaoutar El Maghraoui:
AnalogNAS: A Neural Network Design Framework for Accurate Inference with Analog In-Memory Computing. EDGE 2023: 233-244 - [c18]Sofiane Bouaziz, Hadjer Benmeziane, Youcef Imine, Leila Hamdad, Smaïl Niar, Hamza Ouarnoughi:
FLASH-RL: Federated Learning Addressing System and Static Heterogeneity using Reinforcement Learning. ICCD 2023: 444-447 - [i10]Halima Bouzidi, Mohanad Odema, Hamza Ouarnoughi, Smaïl Niar, Mohammad Abdullah Al Faruque:
Map-and-Conquer: Energy-Efficient Mapping of Dynamic Neural Nets onto Heterogeneous MPSoCs. CoRR abs/2302.12926 (2023) - [i9]Hadjer Benmeziane, Halima Bouzidi, Hamza Ouarnoughi, Ozcan Ozturk, Smaïl Niar:
Treasure What You Have: Exploiting Similarity in Deep Neural Networks for Efficient Video Processing. CoRR abs/2305.06492 (2023) - [i8]Hadjer Benmeziane, Corey Lammie, Irem Boybat, Malte J. Rasch, Manuel Le Gallo, Hsinyu Tsai, Ramachandran Muralidhar, Smaïl Niar, Hamza Ouarnoughi, Vijay Narayanan, Abu Sebastian, Kaoutar El Maghraoui:
AnalogNAS: A Neural Network Design Framework for Accurate Inference with Analog In-Memory Computing. CoRR abs/2305.10459 (2023) - [i7]Mohanad Odema, Halima Bouzidi, Hamza Ouarnoughi, Smaïl Niar, Mohammad Abdullah Al Faruque:
MaGNAS: A Mapping-Aware Graph Neural Architecture Search Framework for Heterogeneous MPSoC Deployment. CoRR abs/2307.08065 (2023) - [i6]Mohamed Imed Eddine Ghebriout, Halima Bouzidi, Smaïl Niar, Hamza Ouarnoughi:
Harmonic-NAS: Hardware-Aware Multimodal Neural Architecture Search on Resource-constrained Devices. CoRR abs/2309.06612 (2023) - [i5]Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar:
Grassroots Operator Search for Model Edge Adaptation. CoRR abs/2309.11246 (2023) - [i4]Sofiane Bouaziz, Hadjer Benmeziane, Youcef Imine, Leila Hamdad, Smaïl Niar, Hamza Ouarnoughi:
FLASH-RL: Federated Learning Addressing System and Static Heterogeneity using Reinforcement Learning. CoRR abs/2311.06917 (2023) - 2022
- [j6]Hamza Ouarnoughi, Emmanuelle Grislin-Le Strugeon, Smaïl Niar:
Simulating multi-agent-based computation offloading for autonomous cars. Clust. Comput. 25(4): 2755-2766 (2022) - [j5]Halima Bouzidi, Hamza Ouarnoughi, Smaïl Niar, Abdessamad Ait El Cadi:
Performance Modeling of Computer Vision-based CNN on Edge GPUs. ACM Trans. Embed. Comput. Syst. 21(5): 64:1-64:33 (2022) - [c17]Halima Bouzidi, Hamza Ouarnoughi, Smaïl Niar, El-Ghazali Talbi, Abdessamad Ait El Cadi:
Co-Optimization of DNN and Hardware Configurations on Edge GPUs. DSD 2022: 398-405 - [c16]Hadjer Benmeziane, Hamza Ouarnoughi, Kaoutar El Maghraoui, Smaïl Niar:
Real-time style transfer with efficient vision transformers. EdgeSys@EuroSys 2022: 31-36 - [c15]Hadjer Benmeziane, Smaïl Niar, Hamza Ouarnoughi, Kaoutar El Maghraoui:
Pareto Rank Surrogate Model for Hardware-aware Neural Architecture Search. ISPASS 2022: 267-276 - [c14]Emmanuelle Grislin-Le Strugeon, Hamza Ouarnoughi:
Modélisation et simulation multi-agents pour la gestion des tâches entre véhicules et infrastructures dans le cadre de la ville intelligente (démonstration). JFSMA 2022: 129-132 - [c13]Halima Bouzidi, Hamza Ouarnoughi, El-Ghazali Talbi, Abdessamad Ait El Cadi, Smaïl Niar:
Evolutionary-Based Co-optimization of DNN and Hardware Configurations on Edge GPU. OLA 2022: 3-12 - [i3]Halima Bouzidi, Mohanad Odema, Hamza Ouarnoughi, Mohammad Abdullah Al Faruque, Smaïl Niar:
HADAS: Hardware-Aware Dynamic Neural Architecture Search for Edge Performance Scaling. CoRR abs/2212.03354 (2022) - 2021
- [c12]Hadjer Benmeziane, Hamza Ouarnoughi, Kaoutar El Maghraoui, Smaïl Niar:
Accelerating Neural Architecture Search with Rank-Preserving Surrogate Models. ArabWIC 2021: 21:1-21:6 - [c11]Halima Bouzidi, Hamza Ouarnoughi, Smaïl Niar, Abdessamad Ait El Cadi:
Performance prediction for convolutional neural networks on edge GPUs. CF 2021: 54-62 - [c10]Noureddine Bouhali, Hamza Ouarnoughi, Smaïl Niar, Abdessamad Ait El Cadi:
Execution Time Modeling for CNN Inference on Embedded GPUs. DroneSE/RAPIDO@HiPEAC 2021: 59-65 - [c9]Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar, Martin Wistuba, Naigang Wang:
Hardware-Aware Neural Architecture Search: Survey and Taxonomy. IJCAI 2021: 4322-4329 - [i2]Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar, Martin Wistuba, Naigang Wang:
A Comprehensive Survey on Hardware-Aware Neural Architecture Search. CoRR abs/2101.09336 (2021) - 2020
- [c8]Emmanuelle Grislin-Le Strugeon, Hamza Ouarnoughi, Smaïl Niar:
A Multi-Agent Approach for Vehicle-to-Fog Fair Computation Offloading. AICCSA 2020: 1-8 - [c7]Karim M. A. Ali, Ihsen Alouani, Abdessamad Ait El Cadi, Hamza Ouarnoughi, Smaïl Niar:
Cross-layer CNN Approximations for Hardware Implementation. ARC 2020: 151-165 - [c6]Abderrahim Haneche, Mohammed Yazid Lachachi, Smaïl Niar, Hamza Ouarnoughi:
A GPU enhanced LIDAR Perception System for Autonomous Vehicles. PDP 2020: 232-236 - [i1]Halima Bouzidi, Hamza Ouarnoughi, Smaïl Niar, Abdessamad Ait El Cadi:
Performance Prediction for Convolutional Neural Networks in Edge Devices. CoRR abs/2010.11297 (2020)
2010 – 2019
- 2019
- [j4]Djillali Boukhelef, Jalil Boukhobza, Kamel Boukhalfa, Hamza Ouarnoughi, Laurent Lemarchand:
Optimizing the cost of DBaaS object placement in hybrid storage systems. Future Gener. Comput. Syst. 93: 176-187 (2019) - [c5]Hamza Ouarnoughi, Mohamed A. Neggaz, Berkay Gulcan, Özcan Özturk, Smaïl Niar:
Hierarchical Platform for Autonomous Driving. INTESA 2019: 7-12 - 2017
- [b1]Hamza Ouarnoughi:
Placement autonomique de machines virtuelles sur un système de stockage hybride dans un cloud IaaS. (Autonomic virtual machines placement on hybrid storage system in IaaS cloud). University of Western Brittany, Brest, France, 2017 - [c4]Djillali Boukhelef, Kamel Boukhalfa, Jalil Boukhobza, Hamza Ouarnoughi, Laurent Lemarchand:
COPS: Cost Based Object Placement Strategies on Hybrid Storage System for DBaaS Cloud. CCGrid 2017: 659-664 - 2016
- [j3]Hamza Ouarnoughi, Jalil Boukhobza, Frank Singhoff, Stéphane Rubini:
Integrating I/Os in Cloudsim for Performance and Energy Estimation. ACM SIGOPS Oper. Syst. Rev. 50(3): 27-36 (2016) - [j2]Pierre Olivier, Jalil Boukhobza, Eric Senn, Hamza Ouarnoughi:
A Methodology for Estimating Performance and Power Consumption of Embedded Flash File Systems. ACM Trans. Embed. Comput. Syst. 15(4): 79:1-79:25 (2016) - [c3]Hamza Ouarnoughi, Jalil Boukhobza, Frank Singhoff, Stéphane Rubini:
A Cost Model for Virtual Machine Storage in Cloud IaaS Context. PDP 2016: 664-671 - [c2]Hamza Ouarnoughi, Jalil Boukhobza, Frank Singhoff, Stéphane Rubini, Erwann Kassis:
Considering I/O Processing in CloudSim for Performance and Energy Evaluation. ISC Workshops 2016: 591-603 - 2014
- [c1]Hamza Ouarnoughi, Jalil Boukhobza, Frank Singhoff, Stéphane Rubini:
A multi-level I/O tracer for timing and performance storage systems in IaaS cloud. REACTION 2014 - 2013
- [j1]Hamza Ouarnoughi, Jalil Boukhobza, Pierre Olivier, Loïc Plassart, Ladjel Bellatreche:
Performance analysis and modeling of SQLite embedded databases on flash file systems. Des. Autom. Embed. Syst. 17(3-4): 507-542 (2013)
Coauthor Index
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last updated on 2024-10-07 21:20 CEST by the dblp team
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