Hamza Ouarnoughi

54 papers A* 2A 2B 4C 8Journal 24Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Neural Architecture Search and Automatic Code Optimization: Techniques, trends, and challenges. J. Syst. Archit. Inas Bachiri, Smaïl Niar, Riyadh Baghdadi, Hamza Ouarnoughi
2025	—	`conf`	Machine Learning Vulnerabilities in 6G: Adversarial Attacks and Their Impact on Channel Gain Prediction and Resource Allocation in UC-CFmMIMO. ESORICS (1) Mahmoud Ghorbel, Selina Cheggour, Valeria Loscrì, Youcef Imine, Hamza Ouarnoughi, Smaïl Niar
2024	B	`conf`	Analysis of Parallel Graph Applications. ICPADS Funda Atik, Serif Yesil, Hamza Ouarnoughi, Smaïl Niar, Ozcan Ozturk
2024	J	`jnl`	Combining Neural Architecture Search and Automatic Code Optimization: A Survey. CoRR Inas Bachiri, Hadjer Benmeziane, Smaïl Niar, Riyadh Baghdadi, Hamza Ouarnoughi, Abdelkrime Aries
2024	B	`conf`	DfuseNAS: A Diffusion-Based Neural Architecture Search. IJCNN Lotfi Abdelkrim Mecharbat, Hadjer Benmeziane, Hamza Ouarnoughi, Smaïl Niar, Kaoutar El Maghraoui
2024	J	`jnl`	Grassroots operator search for model edge adaptation using mathematical search space. Future Gener. Comput. Syst. Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar
2024	C	`conf`	NeuraSearchLib: A Modular and Extensible Library for Neural Architecture Search with Configurable Search Spaces. BDCAT Kaouthar Essaheli, Selsabil Roubi, Halima Bouzidi, Hamza Ouarnoughi, Smaïl Niar
2024	J	`jnl`	SONATA: Self-adaptive Evolutionary Framework for Hardware-aware Neural Architecture Search. CoRR Halima Bouzidi, Smaïl Niar, Hamza Ouarnoughi, El-Ghazali Talbi
2023	—	`conf`	AnalogNAS: A Neural Network Design Framework for Accurate Inference with Analog In-Memory Computing. EDGE 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
2023	J	`jnl`	AnalogNAS: A Neural Network Design Framework for Accurate Inference with Analog In-Memory Computing. CoRR 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
2023	C	`conf`	FLASH-RL: Federated Learning Addressing System and Static Heterogeneity using Reinforcement Learning. ICCD Sofiane Bouaziz, Hadjer Benmeziane, Youcef Imine, Leila Hamdad, Smaïl Niar, Hamza Ouarnoughi
2023	J	`jnl`	FLASH-RL: Federated Learning Addressing System and Static Heterogeneity using Reinforcement Learning. CoRR Sofiane Bouaziz, Hadjer Benmeziane, Youcef Imine, Leila Hamdad, Smaïl Niar, Hamza Ouarnoughi
2023	J	`jnl`	Firmware Integrity Protection: A Survey. IEEE Access Antoine Marchand, Youcef Imine, Hamza Ouarnoughi, Titouan Tarridec, Antoine Gallais
2023	J	`jnl`	Grassroots Operator Search for Model Edge Adaptation. CoRR Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar
2023	A	`conf`	HADAS: Hardware-Aware Dynamic Neural Architecture Search for Edge Performance Scaling. DATE Halima Bouzidi, Mohanad Odema, Hamza Ouarnoughi, Mohammad Abdullah Al Faruque, Smaïl Niar
2023	C	`conf`	Harmonic-NAS: Hardware-Aware Multimodal Neural Architecture Search on Resource-constrained Devices. ACML Mohamed Imed Eddine Ghebriout, Halima Bouzidi, Smaïl Niar, Hamza Ouarnoughi
2023	J	`jnl`	Harmonic-NAS: Hardware-Aware Multimodal Neural Architecture Search on Resource-constrained Devices. CoRR Mohamed Imed Eddine Ghebriout, Halima Bouzidi, Smaïl Niar, Hamza Ouarnoughi
2023	—	`conf`	HyT-NAS: Hybrid Transformers Neural Architecture Search for Edge Devices. CODAI Lotfi Abdelkrim Mecharbat, Hadjer Benmeziane, Hamza Ouarnoughi, Smaïl Niar
2023	J	`jnl`	HyT-NAS: Hybrid Transformers Neural Architecture Search for Edge Devices. CoRR Lotfi Abdelkrim Mecharbat, Hadjer Benmeziane, Hamza Ouarnoughi, Smaïl Niar
2023	J	`jnl`	MaGNAS: A Mapping-Aware Graph Neural Architecture Search Framework for Heterogeneous MPSoC Deployment. CoRR Mohanad Odema, Halima Bouzidi, Hamza Ouarnoughi, Smaïl Niar, Mohammad Abdullah Al Faruque
2023	J	`jnl`	MaGNAS: A Mapping-Aware Graph Neural Architecture Search Framework for Heterogeneous MPSoC Deployment. ACM Trans. Embed. Comput. Syst. Mohanad Odema, Halima Bouzidi, Hamza Ouarnoughi, Smaïl Niar, Mohammad Abdullah Al Faruque
2023	A*	`conf`	Map-and-Conquer: Energy-Efficient Mapping of Dynamic Neural Nets onto Heterogeneous MPSoCs. DAC Halima Bouzidi, Mohanad Odema, Hamza Ouarnoughi, Smaïl Niar, Mohammad Abdullah Al Faruque
2023	J	`jnl`	Map-and-Conquer: Energy-Efficient Mapping of Dynamic Neural Nets onto Heterogeneous MPSoCs. CoRR Halima Bouzidi, Mohanad Odema, Hamza Ouarnoughi, Smaïl Niar, Mohammad Abdullah Al Faruque
2023	J	`jnl`	Multi-objective Hardware-aware Neural Architecture Search with Pareto Rank-preserving Surrogate Models. ACM Trans. Archit. Code Optim. Hadjer Benmeziane, Hamza Ouarnoughi, Kaoutar El Maghraoui, Smaïl Niar
2023	A	`conf`	Pareto Rank-Preserving Supernetwork for Hardware-Aware Neural Architecture Search. ECAI Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar
2023	J	`jnl`	Treasure What You Have: Exploiting Similarity in Deep Neural Networks for Efficient Video Processing. CoRR Hadjer Benmeziane, Halima Bouzidi, Hamza Ouarnoughi, Ozcan Ozturk, Smaïl Niar
2022	C	`conf`	CaW-NAS: Compression Aware Neural Architecture Search. DSD Hadjer Benmeziane, Hamza Ouarnoughi, Smaïl Niar, Kaoutar El Maghraoui
2022	C	`conf`	Co-Optimization of DNN and Hardware Configurations on Edge GPUs. DSD Halima Bouzidi, Hamza Ouarnoughi, Smaïl Niar, El-Ghazali Talbi, Abdessamad Ait El Cadi
2022	—	`conf`	Evolutionary-Based Co-optimization of DNN and Hardware Configurations on Edge GPU. OLA Halima Bouzidi, Hamza Ouarnoughi, El-Ghazali Talbi, Abdessamad Ait El Cadi, Smaïl Niar
2022	J	`jnl`	HADAS: Hardware-Aware Dynamic Neural Architecture Search for Edge Performance Scaling. CoRR Halima Bouzidi, Mohanad Odema, Hamza Ouarnoughi, Mohammad Abdullah Al Faruque, Smaïl Niar
2022	—	`conf`	Modélisation et simulation multi-agents pour la gestion des tâches entre véhicules et infrastructures dans le cadre de la ville intelligente (démonstration). JFSMA Emmanuelle Grislin-Le Strugeon, Hamza Ouarnoughi
2022	B	`conf`	Pareto Rank Surrogate Model for Hardware-aware Neural Architecture Search. ISPASS Hadjer Benmeziane, Smaïl Niar, Hamza Ouarnoughi, Kaoutar El Maghraoui
2022	J	`jnl`	Performance Modeling of Computer Vision-based CNN on Edge GPUs. ACM Trans. Embed. Comput. Syst. Halima Bouzidi, Hamza Ouarnoughi, Smaïl Niar, Abdessamad Ait El Cadi
2022	—	`conf`	Real-time style transfer with efficient vision transformers. EdgeSys@EuroSys Hadjer Benmeziane, Hamza Ouarnoughi, Kaoutar El Maghraoui, Smaïl Niar
2022	J	`jnl`	Simulating multi-agent-based computation offloading for autonomous cars. Clust. Comput. Hamza Ouarnoughi, Emmanuelle Grislin-Le Strugeon, Smaïl Niar
2021	J	`jnl`	A Comprehensive Survey on Hardware-Aware Neural Architecture Search. CoRR Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar, Martin Wistuba, Naigang Wang
2021	—	`conf`	Accelerating Neural Architecture Search with Rank-Preserving Surrogate Models. ArabWIC Hadjer Benmeziane, Hamza Ouarnoughi, Kaoutar El Maghraoui, Smaïl Niar
2021	—	`conf`	Execution Time Modeling for CNN Inference on Embedded GPUs. DroneSE/RAPIDO@HiPEAC Noureddine Bouhali, Hamza Ouarnoughi, Smaïl Niar, Abdessamad Ait El Cadi
2021	A*	`conf`	Hardware-Aware Neural Architecture Search: Survey and Taxonomy. IJCAI Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar, Martin Wistuba, Naigang Wang
2021	—	`conf`	Performance prediction for convolutional neural networks on edge GPUs. CF Halima Bouzidi, Hamza Ouarnoughi, Smaïl Niar, Abdessamad Ait El Cadi
2020	C	`conf`	A GPU enhanced LIDAR Perception System for Autonomous Vehicles. PDP Abderrahim Haneche, Mohammed Yazid Lachachi, Smaïl Niar, Hamza Ouarnoughi
2020	C	`conf`	A Multi-Agent Approach for Vehicle-to-Fog Fair Computation Offloading. AICCSA Emmanuelle Grislin-Le Strugeon, Hamza Ouarnoughi, Smaïl Niar
2020	—	`conf`	Cross-layer CNN Approximations for Hardware Implementation. ARC Karim M. A. Ali, Ihsen Alouani, Abdessamad Ait El Cadi, Hamza Ouarnoughi, Smaïl Niar
2020	J	`jnl`	Performance Prediction for Convolutional Neural Networks in Edge Devices. CoRR Halima Bouzidi, Hamza Ouarnoughi, Smaïl Niar, Abdessamad Ait El Cadi
2019	—	`conf`	Hierarchical Platform for Autonomous Driving. INTESA Hamza Ouarnoughi, Mohamed A. Neggaz, Berkay Gulcan, Özcan Özturk, Smaïl Niar
2019	J	`jnl`	Optimizing the cost of DBaaS object placement in hybrid storage systems. Future Gener. Comput. Syst. Djillali Boukhelef, Jalil Boukhobza, Kamel Boukhalfa, Hamza Ouarnoughi, Laurent Lemarchand
2017	B	`conf`	COPS: Cost Based Object Placement Strategies on Hybrid Storage System for DBaaS Cloud. CCGrid Djillali Boukhelef, Kamel Boukhalfa, Jalil Boukhobza, Hamza Ouarnoughi, Laurent Lemarchand
2017	—	`—`	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). Hamza Ouarnoughi
2016	C	`conf`	A Cost Model for Virtual Machine Storage in Cloud IaaS Context. PDP Hamza Ouarnoughi, Jalil Boukhobza, Frank Singhoff, Stéphane Rubini
2016	J	`jnl`	A Methodology for Estimating Performance and Power Consumption of Embedded Flash File Systems. ACM Trans. Embed. Comput. Syst. Pierre Olivier, Jalil Boukhobza, Eric Senn, Hamza Ouarnoughi
2016	—	`conf`	Considering I/O Processing in CloudSim for Performance and Energy Evaluation. ISC Workshops Hamza Ouarnoughi, Jalil Boukhobza, Frank Singhoff, Stéphane Rubini, Erwann Kassis
2016	J	`jnl`	Integrating I/Os in Cloudsim for Performance and Energy Estimation. ACM SIGOPS Oper. Syst. Rev. Hamza Ouarnoughi, Jalil Boukhobza, Frank Singhoff, Stéphane Rubini
2014	—	`conf`	A multi-level I/O tracer for timing and performance storage systems in IaaS cloud. REACTION Hamza Ouarnoughi, Jalil Boukhobza, Frank Singhoff, Stéphane Rubini
2013	J	`jnl`	Performance analysis and modeling of SQLite embedded databases on flash file systems. Des. Autom. Embed. Syst. Hamza Ouarnoughi, Jalil Boukhobza, Pierre Olivier, Loïc Plassart, Ladjel Bellatreche