Performance analysis and modeling of SQLite embedded databases on flash file systems. - Hamza Ouarnoughi; Jalil Boukhobza; Pierre Olivier; Loïc Plassart; Ladjel Bellatreche (Des. Autom. Embed. Syst., 2013)

A multi-level I/O tracer for timing and performance storage systems in IaaS cloud. - Hamza Ouarnoughi; Jalil Boukhobza; Frank Singhoff; Stéphane Rubini (REACTION, 2014)

A Cost Model for Virtual Machine Storage in Cloud IaaS Context. - Hamza Ouarnoughi; Jalil Boukhobza; Frank Singhoff; Stéphane Rubini (PDP, 2016)

Considering I/O Processing in CloudSim for Performance and Energy Evaluation. - Hamza Ouarnoughi; Jalil Boukhobza; Frank Singhoff; Stéphane Rubini; Erwann Kassis (ISC Workshops, 2016)

Integrating I/Os in Cloudsim for Performance and Energy Estimation. - Hamza Ouarnoughi; Jalil Boukhobza; Frank Singhoff; Stéphane Rubini (ACM SIGOPS Oper. Syst. Rev., 2016)

A Methodology for Estimating Performance and Power Consumption of Embedded Flash File Systems. - Pierre Olivier; Jalil Boukhobza; Eric Senn; Hamza Ouarnoughi (ACM Trans. Embed. Comput. Syst., 2016)

COPS: Cost Based Object Placement Strategies on Hybrid Storage System for DBaaS Cloud. - Djillali Boukhelef; Kamel Boukhalfa; Jalil Boukhobza; Hamza Ouarnoughi; Laurent Lemarchand (CCGrid, 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 (2017)

Hierarchical Platform for Autonomous Driving. - Hamza Ouarnoughi; Mohamed A. Neggaz; Berkay Gulcan; Özcan Özturk 001; Smaïl Niar (INTESA, 2019)

Optimizing the cost of DBaaS object placement in hybrid storage systems. - Djillali Boukhelef; Jalil Boukhobza; Kamel Boukhalfa; Hamza Ouarnoughi; Laurent Lemarchand (Future Gener. Comput. Syst., 2019)

A Multi-Agent Approach for Vehicle-to-Fog Fair Computation Offloading. - Emmanuelle Grislin-Le Strugeon; Hamza Ouarnoughi; Smaïl Niar (AICCSA, 2020)

Cross-layer CNN Approximations for Hardware Implementation. - Karim M. A. Ali; Ihsen Alouani; Abdessamad Ait El Cadi; Hamza Ouarnoughi; Smaïl Niar (ARC, 2020)

A GPU enhanced LIDAR Perception System for Autonomous Vehicles. - Abderrahim Haneche; Mohammed Yazid Lachachi; Smaïl Niar; Hamza Ouarnoughi (PDP, 2020)

Performance Prediction for Convolutional Neural Networks in Edge Devices. - Halima Bouzidi; Hamza Ouarnoughi; Smaïl Niar; Abdessamad Ait El Cadi (CoRR, 2020)

Accelerating Neural Architecture Search with Rank-Preserving Surrogate Models. - Hadjer Benmeziane; Hamza Ouarnoughi; Kaoutar El Maghraoui; Smaïl Niar (ArabWIC, 2021)

Performance prediction for convolutional neural networks on edge GPUs. - Halima Bouzidi; Hamza Ouarnoughi; Smaïl Niar; Abdessamad Ait El Cadi (CF, 2021)

Execution Time Modeling for CNN Inference on Embedded GPUs. - Noureddine Bouhali; Hamza Ouarnoughi; Smaïl Niar; Abdessamad Ait El Cadi (DroneSE/RAPIDO@HiPEAC, 2021)

Hardware-Aware Neural Architecture Search: Survey and Taxonomy. - Hadjer Benmeziane; Kaoutar El Maghraoui; Hamza Ouarnoughi; Smaïl Niar; Martin Wistuba; Naigang Wang (IJCAI, 2021)

A Comprehensive Survey on Hardware-Aware Neural Architecture Search. - Hadjer Benmeziane; Kaoutar El Maghraoui; Hamza Ouarnoughi; Smaïl Niar; Martin Wistuba; Naigang Wang (CoRR, 2021)

Co-Optimization of DNN and Hardware Configurations on Edge GPUs. - Halima Bouzidi; Hamza Ouarnoughi; Smaïl Niar; El-Ghazali Talbi; Abdessamad Ait El Cadi (DSD, 2022)

Real-time style transfer with efficient vision transformers. - Hadjer Benmeziane; Hamza Ouarnoughi; Kaoutar El Maghraoui; Smaïl Niar (EdgeSys@EuroSys, 2022)

Pareto Rank Surrogate Model for Hardware-aware Neural Architecture Search. - Hadjer Benmeziane; Smaïl Niar; Hamza Ouarnoughi; Kaoutar El Maghraoui (ISPASS, 2022)

Modélisation et simulation multi-agents pour la gestion des tâches entre véhicules et infrastructures dans le cadre de la ville intelligente (démonstration). - Emmanuelle Grislin-Le Strugeon; Hamza Ouarnoughi (JFSMA, 2022)

Evolutionary-Based Co-optimization of DNN and Hardware Configurations on Edge GPU. - Halima Bouzidi; Hamza Ouarnoughi; El-Ghazali Talbi; Abdessamad Ait El Cadi; Smaïl Niar (OLA, 2022)

Simulating multi-agent-based computation offloading for autonomous cars. - Hamza Ouarnoughi; Emmanuelle Grislin-Le Strugeon; Smaïl Niar (Clust. Comput., 2022)

Performance Modeling of Computer Vision-based CNN on Edge GPUs. - Halima Bouzidi; Hamza Ouarnoughi; Smaïl Niar; Abdessamad Ait El Cadi (ACM Trans. Embed. Comput. Syst., 2022)

Harmonic-NAS: Hardware-Aware Multimodal Neural Architecture Search on Resource-constrained Devices. - Mohamed Imed Eddine Ghebriout; Halima Bouzidi; Smaïl Niar; Hamza Ouarnoughi (ACML, 2023)

HyT-NAS: Hybrid Transformers Neural Architecture Search for Edge Devices. - Lotfi Abdelkrim Mecharbat; Hadjer Benmeziane; Hamza Ouarnoughi; Smaïl Niar (CODAI, 2023)

Map-and-Conquer: Energy-Efficient Mapping of Dynamic Neural Nets onto Heterogeneous MPSoCs. - Halima Bouzidi; Mohanad Odema; Hamza Ouarnoughi; Smaïl Niar; Mohammad Abdullah Al Faruque (DAC, 2023)

HADAS: Hardware-Aware Dynamic Neural Architecture Search for Edge Performance Scaling. - Halima Bouzidi; Mohanad Odema; Hamza Ouarnoughi; Mohammad Abdullah Al Faruque; Smaïl Niar (DATE, 2023)

Pareto Rank-Preserving Supernetwork for Hardware-Aware Neural Architecture Search. - Hadjer Benmeziane; Kaoutar El Maghraoui; Hamza Ouarnoughi; Smaïl Niar (ECAI, 2023)

AnalogNAS: A Neural Network Design Framework for Accurate Inference with Analog In-Memory Computing. - 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 (EDGE, 2023)

FLASH-RL: Federated Learning Addressing System and Static Heterogeneity using Reinforcement Learning. - Sofiane Bouaziz; Hadjer Benmeziane; Youcef Imine; Leila Hamdad; Smaïl Niar; Hamza Ouarnoughi (ICCD, 2023)

Firmware Integrity Protection: A Survey. - Antoine Marchand; Youcef Imine; Hamza Ouarnoughi; Titouan Tarridec; Antoine Gallais (IEEE Access, 2023)

Treasure What You Have: Exploiting Similarity in Deep Neural Networks for Efficient Video Processing. - Hadjer Benmeziane; Halima Bouzidi; Hamza Ouarnoughi; Ozcan Ozturk 001; Smaïl Niar (CoRR, 2023)

Grassroots Operator Search for Model Edge Adaptation. - Hadjer Benmeziane; Kaoutar El Maghraoui; Hamza Ouarnoughi; Smaïl Niar (CoRR, 2023)

Multi-objective Hardware-aware Neural Architecture Search with Pareto Rank-preserving Surrogate Models. - Hadjer Benmeziane; Hamza Ouarnoughi; Kaoutar El Maghraoui; Smaïl Niar (ACM Trans. Archit. Code Optim., 2023)

MaGNAS: A Mapping-Aware Graph Neural Architecture Search Framework for Heterogeneous MPSoC Deployment. - Mohanad Odema; Halima Bouzidi; Hamza Ouarnoughi; Smaïl Niar; Mohammad Abdullah Al Faruque (ACM Trans. Embed. Comput. Syst., 2023)

NeuraSearchLib: A Modular and Extensible Library for Neural Architecture Search with Configurable Search Spaces. - Kaouthar Essaheli; Selsabil Roubi; Halima Bouzidi; Hamza Ouarnoughi; Smaïl Niar (BDCAT, 2024)

Analysis of Parallel Graph Applications. - Funda Atik; Serif Yesil; Hamza Ouarnoughi; Smaïl Niar; Ozcan Ozturk 001 (ICPADS, 2024)

DfuseNAS: A Diffusion-Based Neural Architecture Search. - Lotfi Abdelkrim Mecharbat; Hadjer Benmeziane; Hamza Ouarnoughi; Smaïl Niar; Kaoutar El Maghraoui (IJCNN, 2024)

SONATA: Self-adaptive Evolutionary Framework for Hardware-aware Neural Architecture Search. - Halima Bouzidi; Smaïl Niar; Hamza Ouarnoughi; El-Ghazali Talbi (CoRR, 2024)

Combining Neural Architecture Search and Automatic Code Optimization: A Survey. - Inas Bachiri; Hadjer Benmeziane; Smaïl Niar; Riyadh Baghdadi; Hamza Ouarnoughi; Abdelkrime Aries (CoRR, 2024)

Grassroots operator search for model edge adaptation using mathematical search space. - Hadjer Benmeziane; Kaoutar El Maghraoui; Hamza Ouarnoughi; Smaïl Niar (Future Gener. Comput. Syst., 2024)