| A comprehensive survey on hardware-aware neural architecture search H Benmeziane, KE Maghraoui, H Ouarnoughi, S Niar, M Wistuba, ... arXiv preprint arXiv:2101.09336, 2021 | 210* | 2021 |
| Hardware-Aware Neural Architecture Search: Survey and Taxonomy. H Benmeziane, K El Maghraoui, H Ouarnoughi, S Niar, M Wistuba, ... IJCAI 2021, 4322-4329, 2021 | 89* | 2021 |
| Hadas: Hardware-aware dynamic neural architecture search for edge performance scaling H Bouzidi, M Odema, H Ouarnoughi, MA Al Faruque, S Niar 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2023 | 39* | 2023 |
| Performance prediction for convolutional neural networks on edge gpus H Bouzidi, H Ouarnoughi, S Niar, AAE Cadi Proceedings of the 18th ACM International Conference on Computing Frontiers …, 2021 | 39 | 2021 |
| Performance modeling of computer vision-based cnn on edge gpus H Bouzidi, H Ouarnoughi, S Niar, AAE Cadi ACM Transactions on Embedded Computing Systems (TECS) 21 (5), 1-33, 2022 | 32* | 2022 |
| Optimizing the cost of DBaaS object placement in hybrid storage systems D Boukhelef, J Boukhobza, K Boukhalfa, H Ouarnoughi, L Lemarchand Future Generation Computer Systems 93, 176-187, 2019 | 30 | 2019 |
| Map-and-conquer: Energy-efficient mapping of dynamic neural nets onto heterogeneous mpsocs H Bouzidi, M Odema, H Ouarnoughi, S Niar, MA Al Faruque 2023 60th ACM/IEEE Design Automation Conference (DAC), 1-6, 2023 | 27* | 2023 |
| Integrating i/os in cloudsim for performance and energy estimation H Ouarnoughi, J Boukhobza, F Singhoff, S Rubini ACM SIGOPS Operating Systems Review 50 (2), 27-36, 2017 | 26 | 2017 |
| Magnas: A mapping-aware graph neural architecture search framework for heterogeneous mpsoc deployment M Odema, H Bouzidi, H Ouarnoughi, S Niar, MA Al Faruque ACM Transactions on Embedded Computing Systems 22 (5s), 1-26, 2023 | 21 | 2023 |
| A cost model for virtual machine storage in cloud IaaS context H Ouarnoughi, J Boukhobza, F Singhoff, S Rubini 2016 24th Euromicro International Conference on Parallel, Distributed, and …, 2016 | 21* | 2016 |
| Multi-objective hardware-aware neural architecture search with Pareto rank-preserving surrogate models H Benmeziane, H Ouarnoughi, K El Maghraoui, S Niar ACM Transactions on Architecture and Code Optimization 20 (2), 1-21, 2023 | 19 | 2023 |
| Analognas: A neural network design framework for accurate inference with analog in-memory computing H Benmeziane, C Lammie, I Boybat, M Rasch, M Le Gallo, H Tsai, ... 2023 IEEE International Conference on Edge Computing and Communications …, 2023 | 18 | 2023 |
| Execution time modeling for cnn inference on embedded gpus N Bouhali, H Ouarnoughi, S Niar, AA El Cadi Proceedings of the 2021 Drone Systems Engineering and Rapid Simulation and …, 2021 | 18 | 2021 |
| A methodology for estimating performance and power consumption of embedded flash file systems P Olivier, J Boukhobza, E Senn, H Ouarnoughi ACM Transactions on Embedded Computing Systems (TECS) 15 (4), 1-25, 2016 | 18 | 2016 |
| Flash-rl: Federated learning addressing system and static heterogeneity using reinforcement learning S Bouaziz, H Benmeziane, Y Imine, L Hamdad, S Niar, H Ouarnoughi 2023 IEEE 41st international conference on computer design (ICCD), 444-447, 2023 | 17 | 2023 |
| A multi-level I/O tracer for timing and performance storage systems in IaaS cloud. H Ouarnoughi, J Boukhobza, F Singhoff, S Rubini REACTION, 2014 | 17* | 2014 |
| Firmware integrity protection: A survey A Marchand, Y Imine, H Ouarnoughi, T Tarridec, A Gallais IEEE Access 11, 77952-77979, 2023 | 14 | 2023 |
| Pareto rank surrogate model for hardware-aware neural architecture search H Benmeziane, S Niar, H Ouarnoughi, K El Maghraoui 2022 IEEE International Symposium on Performance Analysis of Systems and …, 2022 | 13 | 2022 |
| Harmonic-NAS: Hardware-Aware Multimodal Neural Architecture Search on Resource-constrained Devices MIE Ghebriout, H Bouzidi, S Niar, H Ouarnoughi Asian Conference on Machine Learning, 374-389, 2024 | 12 | 2024 |
| Simulating multi-agent-based computation offloading for autonomous cars H Ouarnoughi, E Grislin-Le Strugeon, S Niar Cluster Computing 25 (4), 2755-2766, 2022 | 12 | 2022 |
Smail NIARProfessor, INSA/CNRS, Université Polytechnique Hauts-de-France, FranceVerified email at uphf.fr
