Kaoutar El Maghraoui

According to our database, Kaoutar El Maghraoui authored at least 50 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Grassroots operator search for model edge adaptation using mathematical search space.

Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar

Future Gener. Comput. Syst., 2024

Pipeline Gradient-based Model Training on Analog In-memory Accelerators.

Zhaoxian Wu, Quan Xiao, Tayfun Gokmen, Hsinyu Tsai, Kaoutar El Maghraoui, Tianyi Chen

CoRR, 2024

DfuseNAS: A Diffusion-Based Neural Architecture Search.

Lotfi Abdelkrim Mecharbat, Hadjer Benmeziane, Hamza Ouarnoughi, Smaïl Niar, Kaoutar El Maghraoui

Proceedings of the International Joint Conference on Neural Networks, 2024

Medical Neural Architecture Search: Survey and Taxonomy.

Hadjer Benmeziane, Imane Hamzaoui, Zayneb Cherif, Kaoutar El Maghraoui

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

A Provably Effective Method for Pruning Experts in Fine-tuned Sparse Mixture-of-Experts.

Mohammed Nowaz Rabbani Chowdhury, Meng Wang, Kaoutar El Maghraoui, Naigang Wang, Pin-Yu Chen, Christopher D. Carothers

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Analog In-Memory Computing with Uncertainty Quantification for Efficient Edge-based Medical Imaging Segmentation.

Imane Hamzaoui, Hadjer Benmeziane, Zayneb Cherif, Kaoutar El Maghraoui

Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024

Are Large Language Models Good Neural Architecture Generators for Edge?

Hadjer Benmeziane, Kaoutar El Maghraoui

Proceedings of the IEEE International Conference on Edge Computing and Communications, 2024

EfficientMedSAM: Accelerating Medical Image Segmentation via Neural Architecture Search and Knowledge Distillation.

Arnold Caleb Asiimwe, William Das, Hadjer Benmeziane, Kaoutar El Maghraoui

Proceedings of the IEEE International Conference on Edge Computing and Communications, 2024

Analog AI as a Service: A Cloud Platform for In-Memory Computing.

Kaoutar El Maghraoui, Kim Tran, Kurtis Ruby, Borja Godoy, Jordan Murray, Manuel Le Gallo-Bourdeau, Todd Deshane, Pablo Gonzalez, Diego Moreda, Hadjer Benmeziane, Corey Liam Lammie, Julian Büchel, Malte J. Rasch, Abu Sebastian, Vijay Narayanan

Proceedings of the IEEE International Conference on Software Services Engineering, 2024

2023

Multi-objective Hardware-aware Neural Architecture Search with Pareto Rank-preserving Surrogate Models.

Hadjer Benmeziane, Hamza Ouarnoughi, Kaoutar El Maghraoui, Smaïl Niar

ACM Trans. Archit. Code Optim., June, 2023

Grassroots Operator Search for Model Edge Adaptation.

Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar

CoRR, 2023

Using the IBM Analog In-Memory Hardware Acceleration Kit for Neural Network Training and Inference.

Manuel Le Gallo, Corey Lammie, Julian Büchel, Fabio Carta, Omobayode Fagbohungbe, Charles Mackin, Hsinyu Tsai, Vijay Narayanan, Abu Sebastian, Kaoutar El Maghraoui, Malte J. Rasch

CoRR, 2023

AnalogNAS: A Neural Network Design Framework for Accurate Inference with Analog In-Memory Computing.

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

Proceedings of the IEEE International Conference on Edge Computing and Communications, 2023

Pareto Rank-Preserving Supernetwork for Hardware-Aware Neural Architecture Search.

Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

FactSheets for Hardware-Aware AI Models: A Case Study of Analog In Memory Computing AI Models.

Brandon Dominique, Kaoutar El Maghraoui, David Piorkowski, Lorraine Herger

Proceedings of the IEEE International Conference on Software Services Engineering, 2023

2022

Special issue on recent advances in autonomous vehicle solutions in the digital continuum.

Ozcan Ozturk, Sabri Pllana, Smaïl Niar, Kaoutar El Maghraoui

Computing, 2022

Deep Compression of Pre-trained Transformer Models.

Naigang Wang, Chi-Chun (Charlie) Liu, Swagath Venkataramani, Sanchari Sen, Chia-Yu Chen, Kaoutar El Maghraoui, Vijayalakshmi Srinivasan, Leland Chang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Pareto Rank Surrogate Model for Hardware-aware Neural Architecture Search.

Hadjer Benmeziane, Smaïl Niar, Hamza Ouarnoughi, Kaoutar El Maghraoui

Proceedings of the International IEEE Symposium on Performance Analysis of Systems and Software, 2022

Real-time style transfer with efficient vision transformers.

Hadjer Benmeziane, Hamza Ouarnoughi, Kaoutar El Maghraoui, Smaïl Niar

Proceedings of the EdgeSys@EuroSys 2022: Proceedings of the 5th International Workshop on Edge Systems, Analytics and Networking, Rennes, France, April 5, 2022

CaW-NAS: Compression Aware Neural Architecture Search.

Hadjer Benmeziane, Hamza Ouranoughi, Smaïl Niar, Kaoutar El Maghraoui

Proceedings of the 25th Euromicro Conference on Digital System Design, 2022

2021

A Comprehensive Survey on Hardware-Aware Neural Architecture Search.

Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar, Martin Wistuba, Naigang Wang

CoRR, 2021

Performance Analysis of Deep Learning Workloads on a Composable System.

Kaoutar El Maghraoui, Lorraine M. Herger, Chekuri Choudary, Kim Tran, Todd Deshane, David Hanson

Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2021

Hardware-Aware Neural Architecture Search: Survey and Taxonomy.

Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar, Martin Wistuba, Naigang Wang

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Accelerating Neural Architecture Search with Rank-Preserving Surrogate Models.

Hadjer Benmeziane, Hamza Ouarnoughi, Kaoutar El Maghraoui, Smaïl Niar

Proceedings of the ArabWIC 2021: The 7th Annual International Conference on Arab Women in Computing in Conjunction with the 2nd Forum of Women in Research, 2021

A Flexible and Fast PyTorch Toolkit for Simulating Training and Inference on Analog Crossbar Arrays.

Malte J. Rasch, Diego Moreda, Tayfun Gokmen, Manuel Le Gallo, Fabio Carta, Cindy Goldberg, Kaoutar El Maghraoui, Abu Sebastian, Vijay Narayanan

Proceedings of the 3rd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2021

Toward an Enterprise-ready Composable Infrastructure as a Service.

Lorraine M. Herger, Kaoutar El Maghraoui, I-Hsin Chung, Chekuri Choudary, Kim Tran, Todd Deshane

Proceedings of the IEEE International Conference on Services Computing, 2021

2020

Ultra-Low Precision 4-bit Training of Deep Neural Networks.

Xiao Sun, Naigang Wang, Chia-Yu Chen, Jiamin Ni, Ankur Agrawal, Xiaodong Cui, Swagath Venkataramani, Kaoutar El Maghraoui, Vijayalakshmi Srinivasan, Kailash Gopalakrishnan

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

ModelOps: Cloud-Based Lifecycle Management for Reliable and Trusted AI.

Waldemar Hummer, Vinod Muthusamy, Thomas Rausch, Parijat Dube, Kaoutar El Maghraoui, Anupama Murthi, Punleuk Oum

Proceedings of the IEEE International Conference on Cloud Engineering, 2019

2018

Dependability in a Multi-tenant Multi-framework Deep Learning as-a-Service Platform.

Scott Boag, Parijat Dube, Kaoutar El Maghraoui, Benjamin Herta, Waldemar Hummer, K. R. Jayaram, Rania Khalaf, Vinod Muthusamy, Michael H. Kalantar, Archit Verma

Proceedings of the 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2018

2017

Advanced search system for IT support services.

Yu Deng, Kaoutar El Maghraoui, Thomas D. Griffin, Vikas Agarwal, Srikanth G. Tamilselvam, Rahul D. Sharnagat, Tabari H. Alexander, Nicolas E. Gómez, Christopher M. Cramer, Alan Bivens, Divyesh Jadav, Zaman M. Valli-Hasham, Kevin Wahlmeier

IBM J. Res. Dev., 2017

2016

Towards More Effective Solution Retrieval in IT Support Services Using Systems Log.

Rongda Zhu, Yu Deng, Soumitra Sarkar, Kaoutar El Maghraoui, Harigovind V. Ramasamy, Alan Bivens

Proceedings of the Service-Oriented Computing - 14th International Conference, 2016

2014

Towards an immortal operating system in virtual environments.

Joefon Jann, R. Sarma Burugula, Ching-Farn Eric Wu, Kaoutar El Maghraoui

Parallel Comput., 2014

2013

Investigating hybrid SSD FTL schemes for Hadoop workloads.

Hyeran Jeon, Kaoutar El Maghraoui, Gokul B. Kandiraju

Proceedings of the Computing Frontiers Conference, 2013

2012

An OS-Hypervisor Infrastructure for Automated OS Crash Diagnosis and Recovery in a Virtualized Environment.

Joefon Jann, R. Sarma Burugula, Ching-Farn Eric Wu, Kaoutar El Maghraoui

Proceedings of the IEEE 24th International Symposium on Computer Architecture and High Performance Computing, 2012

An SMT-Selection Metric to Improve Multithreaded Applications' Performance.

Justin R. Funston, Kaoutar El Maghraoui, Joefon Jann, Pratap Pattnaik, Alexandra Fedorova

Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium, 2012

A flexible OS-based approach for characterizing solid-state disk endurance.

Gokul B. Kandiraju, Kaoutar El Maghraoui

Proceedings of the Computing Frontiers Conference, CF'12, 2012

2011

A Hybrid Approach for Large Cache Performance Studies.

David Daly, Parijat Dube, Kaoutar El Maghraoui, Dan E. Poff, Li Zhang

Proceedings of the Eighth International Conference on Quantitative Evaluation of Systems, 2011

2010

Modeling and simulating flash based solid-state disks for operating systems.

Kaoutar El Maghraoui, Gokul B. Kandiraju, Joefon Jann, Pratap Pattnaik

Proceedings of the first joint WOSP/SIPEW International Conference on Performance Engineering, 2010

2009

Malleable iterative MPI applications.

Kaoutar El Maghraoui, Travis J. Desell, Boleslaw K. Szymanski, Carlos A. Varela

Concurr. Comput. Pract. Exp., 2009

2007

A framework for the dynamic reconfiguration of scientific applications in grid environments.

Kaoutar El Maghraoui

PhD thesis, 2007

Malleable applications for scalable high performance computing.

Travis J. Desell, Kaoutar El Maghraoui, Carlos A. Varela

Clust. Comput., 2007

Dynamic Malleability in Iterative MPI Applications.

Kaoutar El Maghraoui, Travis J. Desell, Boleslaw K. Szymanski, Carlos A. Varela

Proceedings of the Seventh IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2007), 2007

2006

The Internet Operating System: Middleware for Adaptive Distributed Computing.

Kaoutar El Maghraoui, Travis J. Desell, Boleslaw K. Szymanski, Carlos A. Varela

Int. J. High Perform. Comput. Appl., 2006

Model Driven Provisioning: Bridging the Gap Between Declarative Object Models and Procedural Provisioning Tools.

Kaoutar El Maghraoui, Alok Meghranjani, Tamar Eilam, Michael H. Kalantar, Alexander V. Konstantinou

Proceedings of the Middleware 2006, 2006

A Middleware Framework for Maximum Likelihood Evaluation over Dynamic Grids.

Wei-Jen Wang, Kaoutar El Maghraoui, John Cummings, Jim Napolitano, Boleslaw K. Szymanski, Carlos A. Varela

Proceedings of the Second International Conference on e-Science and Grid Technologies (e-Science 2006), 2006

Approaches to Architecture-Aware Parallel Scientific Computation.

James D. Teresco, Joseph E. Flaherty, Scott B. Baden, Jamal Faik, Sébastien Lacour, Manish Parashar, Valerie E. Taylor, Carlos A. Varela, Xingfu Wu, Rick Stevens, Nicholas T. Karonis, Ian T. Foster, Luis G. Gervasio, Travis Desell, Kaoutar El Maghraoui

Proceedings of the Parallel Processing for Scientific Computing, 2006

2005

An Architecture for Reconfigurable Iterative MPI Applications in Dynamic Environments.

Kaoutar El Maghraoui, Boleslaw K. Szymanski, Carlos A. Varela

Proceedings of the Parallel Processing and Applied Mathematics, 2005

2004

Towards a middleware framework for dynamically reconfigurable scietific computing.

Kaoutar El Maghraoui, Travis J. Desell, Boleslaw K. Szymanski, James D. Teresco, Carlos A. Varela

Proceedings of the Grid Computing: The New Frontier of High Performance Computing [post-proceedings of the High Performance Computing Workshop, 2004

Load Balancing of Autonomous Actors over Dynamic Networks.

Travis J. Desell, Kaoutar El Maghraoui, Carlos A. Varela

Proceedings of the 37th Hawaii International Conference on System Sciences (HICSS-37 2004), 2004

2003

Adaptive Computation over Dynamic and Heterogeneous Networks.

Kaoutar El Maghraoui, Joseph E. Flaherty, Boleslaw K. Szymanski, James D. Teresco, Carlos A. Varela

Proceedings of the Parallel Processing and Applied Mathematics, 2003