Hardware-aware Automated AI for Efficient Deep Learning across Hybrid Deployments: Current Landscape and Future Directions
- 2021
- ISPASS 2021
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41 results for Kaoutar El Maghraoui
Using the IBM Analog In-Memory Hardware Acceleration Kit for Neural Network Training and Inference
- 2023
- APL Mach. Learn.
Multi-objective Hardware-Aware Neural Architecture Search with Pareto Rank-preserving Surrogate Models
- Hadjer Benmeziane
- Hamza Ouarnoughi
- et al.
- 2023
- ACM TACO
Hardware-Aware Neural Architecture Search: Survey and Taxonomy
- Hadjer Benmeziane
- Kaoutar El Maghraoui
- et al.
- 2021
- IJCAI 2021
Grassroots operator search for model edge adaptation using mathematical search space
- Hadjer Benmeziane
- Kaoutar El Maghraoui
- et al.
- 2024
- Future Generation Computer Systems
How to Model the Training and Inference of Analog-Based In-Memory Computing (AIMC) Systems
- 2024
- ISCAS 2024
Scaling Foundation Models: Paving the Future Path for Enterprise AI
- 2023
- IEEE ADACIS 2023
5th IBM IEEE CAS/EDS AI Compute Symposium (AICS'22) [Education]
- Rajiv Joshi
- Kaoutar El Maghraoui
- et al.
- 2023
- IEEE Circuits and Systems Magazine
Advanced search system for IT support services
- Yu Deng
- Kaoutar El Maghraoui
- et al.
- 2017
- IBM J. Res. Dev
Towards an immortal operating system in virtual environments
- Joefon Jann
- R.Sarma Burugula
- et al.
- 2014
- Parallel Computing