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Dr. Kaoutar El Maghraoui
Dr. Kaoutar El Maghraoui
IBM T.J. Watson Research Center
Geverifieerd e-mailadres voor us.ibm.com - Homepage
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Jaar
Ultra-low precision 4-bit training of deep neural networks
X Sun, N Wang, CY Chen, J Ni, A Agrawal, X Cui, S Venkataramani, ...
Advances in Neural Information Processing Systems 33, 1796-1807, 2020
2292020
Modelops: Cloud-based lifecycle management for reliable and trusted ai
W Hummer, V Muthusamy, T Rausch, P Dube, K El Maghraoui, A Murthi, ...
2019 IEEE International Conference on Cloud Engineering (IC2E), 113-120, 2019
1412019
A flexible and fast PyTorch toolkit for simulating training and inference on analog crossbar arrays
MJ Rasch, D Moreda, T Gokmen, M Le Gallo, F Carta, C Goldberg, ...
2021 IEEE 3rd international conference on artificial intelligence circuits …, 2021
1132021
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
1122021
Model driven provisioning: Bridging the gap between declarative object models and procedural provisioning tools
K El Maghraoui, A Meghranjani, T Eilam, M Kalantar, AV Konstantinou
Middleware 2006: ACM/IFIP/USENIX 7th International Middleware Conference …, 2006
1012006
Dynamic malleability in iterative MPI applications
K El Maghraoui, TJ Desell, BK Szymanski, CA Varela
Seventh IEEE International Symposium on Cluster Computing and the Grid …, 2007
842007
The internet operating system: Middleware for adaptive distributed computing
KE Maghraoui, TJ Desell, BK Szymanski, CA Varela
The international journal of high performance computing applications 20 (4 …, 2006
692006
Malleable applications for scalable high performance computing
T Desell, KE Maghraoui, CA Varela
Cluster Computing 10, 323-337, 2007
612007
An architecture for reconfigurable iterative MPI applications in dynamic environments
K El Maghraoui, BK Szymanski, C Varela
International Conference on Parallel Processing and Applied Mathematics, 258-271, 2005
602005
Hardware-Aware Neural Architecture Search: Survey and Taxonomy.
H Benmeziane, K El Maghraoui, H Ouarnoughi, S Niar, M Wistuba, ...
IJCAI, 4322-4329, 2021
572021
Modeling and simulating flash based solid-state disks for operating systems
K El Maghraoui, G Kandiraju, J Jann, P Pattnaik
Proceedings of the first joint WOSP/SIPEW international conference on …, 2010
492010
Malleable iterative MPI applications
K El Maghraoui, TJ Desell, BK Szymanski, CA Varela
Concurrency and Computation: Practice and Experience 21 (3), 393-413, 2009
442009
Load Balancing of Autonomous Actors over Dynamic Networks.
TJ Desell, K El Maghraoui, CA Varela
HICSS 4, 90268.1, 2004
422004
Towards a middleware framework for dynamically reconfigurable scietific computing
K El Maghraoui, T Desell, BK Szymanski, JD Teresco, CA Varela
Advances in Parallel Computing 14, 275-301, 2005
282005
Dynamic tuning of internal parameters for solid-state disk based on workload access patterns
K El Maghraoui, H Franke, GB Kandiraju
US Patent 9,244,831, 2016
262016
Using the IBM analog in-memory hardware acceleration kit for neural network training and inference
M Le Gallo, C Lammie, J Büchel, F Carta, O Fagbohungbe, C Mackin, ...
APL Machine Learning 1 (4), 2023
232023
Method, system, and product for identifying provisioning operations via planning methods
T Eilam, M Kalantar, A Konstantinou, K Maghraoui, A Menghrajani, ...
US Patent App. 11/133,541, 2006
232006
Deep compression of pre-trained transformer models
N Wang, CCC Liu, S Venkataramani, S Sen, CY Chen, K El Maghraoui, ...
Advances in Neural Information Processing Systems 35, 14140-14154, 2022
222022
Dynamic faceted search
JA Bivens, Y Deng, K El Maghraoui, R Mahindru, HGV Ramasamy, ...
US Patent 10,242,103, 2019
202019
Software patch management incorporating sentiment analysis
K El Maghraoui, J Jann, PC Pattnaik, CA Pickover
US Patent 10,114,632, 2018
192018
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Artikelen 1–20