Hamza Ouarnoughi

ORCID

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 39

Top Venues

CoRR

ACM Trans. Embed. Comput. Syst.

PDP

AICCSA

University of Western Brittany, Brest, France (PHD)

Education History

University of Western Brittany, Brest, France

PHD

Publications

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 (2023)
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 (2023)
Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar
Pareto Rank-Preserving Supernetwork for Hardware-Aware Neural Architecture Search. ECAI (2023)
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 (2023)
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) (2023)
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 (2023)
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) (2023)
Mohamed Imed Eddine Ghebriout, Halima Bouzidi, Smaïl Niar, Hamza Ouarnoughi
Harmonic-NAS: Hardware-Aware Multimodal Neural Architecture Search on Resource-constrained Devices. CoRR (2023)
Antoine Marchand, Youcef Imine, Hamza Ouarnoughi, Titouan Tarridec, Antoine Gallais
Firmware Integrity Protection: A Survey. IEEE Access 11 (2023)
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)
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)
Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar
Grassroots Operator Search for Model Edge Adaptation. CoRR (2023)
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 (2023)
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)
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)
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)
Hadjer Benmeziane, Hamza Ouarnoughi, Kaoutar El Maghraoui, Smaïl Niar
Real-time style transfer with efficient vision transformers. EdgeSys@EuroSys (2022)
Hamza Ouarnoughi, Emmanuelle Grislin-Le Strugeon, Smaïl Niar
Simulating multi-agent-based computation offloading for autonomous cars. Clust. Comput. 25 (4) (2022)
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)
Hadjer Benmeziane, Smaïl Niar, Hamza Ouarnoughi, Kaoutar El Maghraoui
Pareto Rank Surrogate Model for Hardware-aware Neural Architecture Search. ISPASS (2022)
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) (2022)
Halima Bouzidi, Mohanad Odema, Hamza Ouarnoughi, Mohammad Abdullah Al Faruque, Smaïl Niar
HADAS: Hardware-Aware Dynamic Neural Architecture Search for Edge Performance Scaling. CoRR (2022)
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)
Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar, Martin Wistuba, Naigang Wang
A Comprehensive Survey on Hardware-Aware Neural Architecture Search. CoRR (2021)
Halima Bouzidi, Hamza Ouarnoughi, Smaïl Niar, Abdessamad Ait El Cadi
Performance prediction for convolutional neural networks on edge GPUs. CF (2021)
Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar, Martin Wistuba, Naigang Wang
Hardware-Aware Neural Architecture Search: Survey and Taxonomy. IJCAI (2021)
Noureddine Bouhali, Hamza Ouarnoughi, Smaïl Niar, Abdessamad Ait El Cadi
Execution Time Modeling for CNN Inference on Embedded GPUs. DroneSE/RAPIDO@HiPEAC (2021)
Hadjer Benmeziane, Hamza Ouarnoughi, Kaoutar El Maghraoui, Smaïl Niar
Accelerating Neural Architecture Search with Rank-Preserving Surrogate Models. ArabWIC (2021)
Halima Bouzidi, Hamza Ouarnoughi, Smaïl Niar, Abdessamad Ait El Cadi
Performance Prediction for Convolutional Neural Networks in Edge Devices. CoRR (2020)
Abderrahim Haneche, Mohammed Yazid Lachachi, Smaïl Niar, Hamza Ouarnoughi
A GPU enhanced LIDAR Perception System for Autonomous Vehicles. PDP (2020)
Karim M. A. Ali, Ihsen Alouani, Abdessamad Ait El Cadi, Hamza Ouarnoughi, Smaïl Niar
Cross-layer CNN Approximations for Hardware Implementation. ARC (2020)
Emmanuelle Grislin-Le Strugeon, Hamza Ouarnoughi, Smaïl Niar
A Multi-Agent Approach for Vehicle-to-Fog Fair Computation Offloading. AICCSA (2020)
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 (2019)
Hamza Ouarnoughi, Mohamed A. Neggaz, Berkay Gulcan, Özcan Özturk, Smaïl Niar
Hierarchical Platform for Autonomous Driving. INTESA (2019)
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)
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) (2016)
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) (2016)
Hamza Ouarnoughi, Jalil Boukhobza, Frank Singhoff, Stéphane Rubini
A Cost Model for Virtual Machine Storage in Cloud IaaS Context. PDP (2016)
Hamza Ouarnoughi, Jalil Boukhobza, Frank Singhoff, Stéphane Rubini, Erwann Kassis
Considering I/O Processing in CloudSim for Performance and Energy Evaluation. ISC Workshops (2016)
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)
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) (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hamza Ouarnoughi