| 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 | 220 | 2020 |
| 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 | 146 | 2019 |
| 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 | 112 | 2021 |
| 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 | 112 | 2021 |
| 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 | 100 | 2006 |
| 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 | 87 | 2007 |
| 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 | 69 | 2006 |
| 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 | 62 | 2005 |
| Malleable applications for scalable high performance computing T Desell, KE Maghraoui, CA Varela Cluster Computing 10, 323-337, 2007 | 61 | 2007 |
| Hardware-Aware Neural Architecture Search: Survey and Taxonomy. H Benmeziane, K El Maghraoui, H Ouarnoughi, S Niar, M Wistuba, ... IJCAI, 4322-4329, 2021 | 55 | 2021 |
| 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 | 51 | 2010 |
| Malleable iterative MPI applications K El Maghraoui, TJ Desell, BK Szymanski, CA Varela Concurrency and Computation: Practice and Experience 21 (3), 393-413, 2009 | 47 | 2009 |
| Load Balancing of Autonomous Actors over Dynamic Networks. TJ Desell, K El Maghraoui, CA Varela HICSS 4, 90268.1, 2004 | 42 | 2004 |
| 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 | 29 | 2005 |
| 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 | 26 | 2016 |
| 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 | 24 | 2023 |
| 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 | 23 | 2006 |
| 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 | 22 | 2022 |
| Dynamic faceted search JA Bivens, Y Deng, K El Maghraoui, R Mahindru, HGV Ramasamy, ... US Patent 10,242,103, 2019 | 20 | 2019 |
| Software patch management incorporating sentiment analysis K El Maghraoui, J Jann, PC Pattnaik, CA Pickover US Patent 10,114,632, 2018 | 19 | 2018 |
Carlos VarelaProfessor of Computer Science, Rensselaer Polytechnic InstituteVerified email at cs.rpi.edu