Wissam M. Sid-Lakhdar

According to our database, Wissam M. Sid-Lakhdar authored at least 10 papers between 2014 and 2023.

Collaborative distances:

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

2023

Combining multitask and transfer learning with deep Gaussian processes for autotuning-based performance engineering.

Piotr Luszczek, Wissam M. Sid-Lakhdar, Jack J. Dongarra

Int. J. High Perform. Comput. Appl., July, 2023

PAQR: Pivoting Avoiding QR factorization.

Wissam M. Sid-Lakhdar, Sébastien Cayrols, Daniel Bielich, Ahmad Abdelfattah, Piotr Luszczek, Mark Gates, Stanimire Tomov, Hans Johansen, David B. Williams-Young, Timothy A. Davis, Jack J. Dongarra, Hartwig Anzt

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

2022

Deep Gaussian process with multitask and transfer learning for performance optimization.

Wissam M. Sid-Lakhdar, Mohsen Aznaveh, Piotr Luszczek, Jack J. Dongarra

Proceedings of the IEEE High Performance Extreme Computing Conference, 2022

2021

GPTune: multitask learning for autotuning exascale applications.

Yang Liu, Wissam M. Sid-Lakhdar, Osni Marques, Xinran Zhu, Chang Meng, James Weldon Demmel, Xiaoye S. Li

Proceedings of the PPoPP '21: 26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2021

2020

A parallel hierarchical blocked adaptive cross approximation algorithm.

Yang Liu, Wissam M. Sid-Lakhdar, Elizaveta Rebrova, Pieter Ghysels, Xiaoye Sherry Li

Int. J. High Perform. Comput. Appl., 2020

2019

Multitask and Transfer Learning for Autotuning Exascale Applications.

Wissam M. Sid-Lakhdar, Mohsen Mahmoudi Aznaveh, Xiaoye S. Li, James Weldon Demmel

CoRR, 2019

2017

Algorithm 980: Sparse QR Factorization on the GPU.

Sencer Nuri Yeralan, Timothy A. Davis, Wissam M. Sid-Lakhdar, Sanjay Ranka

ACM Trans. Math. Softw., 2017

2016

A survey of direct methods for sparse linear systems.

Timothy A. Davis, Sivasankaran Rajamanickam, Wissam M. Sid-Lakhdar

Acta Numer., 2016

2014

A study of shared-memory parallelism in a multifrontal solver.

Jean-Yves L'Excellent, Wissam M. Sid-Lakhdar

Parallel Comput., 2014

Modeling 1D Distributed-Memory Dense Kernels for an Asynchronous Multifrontal Sparse Solver.

Patrick Amestoy, Jean-Yves L'Excellent, François-Henry Rouet, Wissam M. Sid-Lakhdar

Proceedings of the High Performance Computing for Computational Science - VECPAR 2014 - 11th International Conference, Eugene, OR, USA, June 30, 2014