Kaoutar El Maghraoui  Kaoutar El Maghraoui photo         

contact information

Principal Research Staff Member - AI Engineering
Thomas J. Watson Research Center, Yorktown Heights, NY USA


Professional Associations

Professional Associations:  ACM  |  ACM SIGOPS  |  IEEE   |  Society of Women Engineers  |  Women in Technology International (WITI)


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
IEEE International Conference on Artificial Intelligence Circuits and Systems, 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
2021 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), pp. 951-954, IEEE
Abstract   flexibility, system on a chip, resource, ibm, distributed computing, network topology, computer science, key, variety, deep learning, artificial intelligence


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
Advances in Neural Information Processing Systems (NeurIPS), 2020


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
2019 IEEE International Conference on Cloud Engineering (IC2E), pp. 113-120
Abstract   use case, traceability, software engineering, deep learning, data modeling, computer science, cloud computing, automation, artificial intelligence, application lifecycle management


Dependability in a Multi-tenant Multi-framework Deep Learning as-a-Service Platform
Boag, Scott and Dube, Parijat and Maghraoui, Kaoutar El and Herta, Benjamin and Hummer, Waldemar and Jayaram, KR and Khalaf, Rania and Muthusamy, Vinod and Kalantar, Michael and Verma, Archit
arXiv preprint arXiv:1805.06801, 2018


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. Gomez, Christopher Cramer, Alan Bivens, Divyesh Jadav, Zaman M Valli-Hasham, Kevin Wahlmeier
BM Journal of Research and Development, 2017


Towards More Effective Solution Retrieval in IT Support Services Using Systems Log
Zhu, Rongda and Deng, Yu and Sarkar, Soumitra Ronnie and El Maghraoui, Kaoutar and Ramasamy, Harigovind V and Bivens, Alan
International Conference on Service-Oriented Computing, pp. 730--744, 2016


Session details: INFLOW2013: the 1st workshop on interactions of NVM/FLash with operating systems and workloads
Gokul Kandiraju, Kaoutar El Maghraoui
Operating Systems Review, 2014
session, flash, operating system, computer science

Towards an Immortal Operating System in Virtual Environments
Joefon Jann, R. Sarma Burugula, Ching-Farn E. Wu, Kaoutar El Maghraoui
to appear in Parallel Computing Journal, 2014


Proceedings of the 1st Workshop on Interactions of NVM/FLASH with Operating Systems and Workloads
Kaoutar El Maghraoui, Gokul Kandiraju
SOSP 13 ACM SIGOPS 24th Symposium on Operating Systems Principles, 2013
Abstract   software, real time computing, operating system, computer science

Investigating hybrid SSD FTL schemes for Hadoop workloads
Hyeran Jeon, Kaoutar El Maghraoui, Gokul B Kandiraju
Proceedings of the ACM International Conference on Computing Frontiers, pp. 20, 2013


An SMT-Selection Metric to Improve Multithreaded Applications' Performance
Justin R Funston, Kaoutar El Maghraoui, Joefon Jann, Pratap Pattnaik, Alexandra Fedorova
Parallel \& Distributed Processing Symposium (IPDPS), 2012 IEEE 26th International, pp. 1388--1399

A Flexible OS-based approach for Characterizing Solid-state Disk Endurance
Gokul Kandiraju, Kaoutar El Maghraoui
Proceedings of the 9th conference on Computing Frontiers, pp. 223--232, ACM, 2012

An OS-Hypervisor Infrastructure for Automated OS Crash Diagnosis and Recovery in a Virtualized Environment
J. Jann, R.S. Burugula, C.F.E. Wu, K. El Maghraoui
Computer Architecture and High Performance Computing (SBAC-PAD), 2012 IEEE 24th International Symposium on, pp. 195--202


A Hybrid Approach for Large Cache Performance Studies
D Daly, P Dube, K El Maghraoui, D Poff, Li Zhang
International Conference on Quantitative Evaluation of Systems (QEST), pp. 47--56, 2011


Modeling and Simulating Flash based Solid-state Disks for Operating Systems
Kaoutar El Maghraoui, Gokul Kandiraju, Joefon Jann, Pratap Pattnaik
Proceedings of the First joint WOSP/SIPEW international conference on Performance engineering, pp. 15--26, ACM, 2010


The SALSA Programming Language 2.0. 0alpha Release Tutorial
Varela, C and Agha, Gul and Wang, Wei-Jen and Desell, Travis and El Maghraoui, Kaoutar and LaPorte, Jason and Stephens, Abe
Rensselaer Polytechnic Institute, 2009

Malleable iterative MPI applications
K El Maghraoui, T J Desell, B K Szymanski, C A Varela
Concurrency and Computation: Practice and Experience 21(3), 393--413, Wiley Online Library, 2009


Dynamic Malleability in Iterative MPI Applications
K El Maghraoui, T J Desell, B K Szymanski, C A Varela
In Seventh IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2007) -- Best Paper Award Nominee, pp. 591 - 598 , IEEE

Malleable applications for scalable high performance computing
T Desell, K El Maghraoui, C A Varela
Cluster Computing 10(3), 323--337, Springer, 2007


Approaches to Architecture-Aware Parallel Scientific Computation
Teresco, James D and Flaherty, Joseph E and Baden, Scott B and Faik, Jamal and Lacour, S{\'e}bastien and Parashar, Manish and Taylor, Valerie E and Varela, Carlos A and Wu, Xingfu and Stevens, Rick and others
Parallel Processing for Scientific Computing, pp. 33--58, SIAM, 2006

Kaoutar El Maghraoui, John Cummings, Jim Napolitano, Boleslaw K. Szymanski, and Carlos A. Varela. A middleware framework for maximum likelihood evaluation over dynamic grids
Wang, Wei-Jen
Proceedings of the Second IEEE International Conference on e-Science and Grid Computing, pp. 105, 2006

The internet operating system: Middleware for adaptive distributed computing
El Maghraoui, Kaoutar and Desell, Travis J and Szymanski, Boleslaw K and Varela, Carlos A
International Journal of High Performance Computing Applications 20(4), 467--480, Sage Publications, 2006

Malleable Components for Scalable High Performance Computing
Travis Desell, Kaoutar El Maghraoui, and Carlos A. Varela
HPDC'15 Workshop on HPC Grid programming Environments and Components (HPC-GECO/CompFrame) -- Best Paper Award, pp. 37-44, IEEE Computer Society, 2006

Model driven provisioning: Bridging the gap between declarative object models and procedural provisioning tools
K El Maghraoui, A Meghranjani, T Eilam, M Kalantar, A Konstantinou
Middleware 2006, 404--423, Springer

An architecture for reconfigurable iterative MPI applications in dynamic environments
K El Maghraoui, B Szymanski, C Varela
Parallel Processing and Applied Mathematics, pp. 258--271, Springer, 2006

A middleware framework for maximum likelihood evaluation over dynamic grids
W.J. Wang, K. El Maghraoui, J. Cummings, J. Napolitano, B.K. Szymanski, C.A. Varela
e-Science and Grid Computing, 2006. e-Science'06. Second IEEE International Conference on, pp. 105--105


Network sensitive reconfiguration of distributed applications
El Maghraoui, Kaoutar and Desell, Travis J and Varela, Carlos A
Submitted to the 25th international conference on distributed computing systems, 2005

Towards a middleware framework for dynamically reconfigurable scietific computing
K El Maghraoui, T Desell, B K Szymanski, J D Teresco, C A Varela
Advances in Parallel Computing14, 275--301, Elsevier, 2005


Adaptive computation over dynamic and heterogeneous networks
K El Maghraoui, J E Flaherty, B K Szymanski, J D Teresco, C Varela
Parallel Processing and Applied Mathematics, 1083--1090, Springer, 2004

Load Balancing of Autonomous Actors over Dynamic Networks
C Varela, K El Maghraoui, T Desell
The Hawaii International Conference on System Sciences, HICSS-37 Software Technology Track, pp. 1-10, IEEE Computer Society, 2004


Randomized Distributed Garbage Collection
El Maghraoui, Kaoutar and Desell, Travis
2003 - pdfs.semanticscholar.org


Towards Building H. 323-Aware 3G Wireless Systems: Control Loops in H. 323-based Multimedia Networks
Maghraoui, Kaoutar
Ph.D. Thesis, 2001

Year Unknown

Survey of Peer-to-Peer Systems
El Maghraoui, Kaoutar
Technical Report, Citeseer, 0

The Internet Operating System: Middleware for adaptive distributed computing, 2006
El Maghraoui, Kaoutar and Desell, Travis J and Szymanski, Boleslaw K and Varela, Carlos A
International Journal of High Performance Computing Applications (IJHPCA), 0

The SALSA Programming Language 1.1. 2 Release Tutorial
C A Varela, G Agha, W J Wang, T Desell, K El Maghraoui, J LaPorte, A Stephens
rpi. edu, 13, 0