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ORCIDJakub Kurzak
- > Home > Persons > Jakub Kurzak
Publications
- 2021
[j35]Ahmad Abdelfattah, Timothy B. Costa, Jack J. Dongarra, Mark Gates
, Azzam Haidar, Sven Hammarling, Nicholas J. Higham, Jakub Kurzak, Piotr Luszczek, Stanimire Tomov, Mawussi Zounon:
A Set of Batched Basic Linear Algebra Subprograms and LAPACK Routines. ACM Trans. Math. Softw. 47(3): 21:1-21:23 (2021)- 2019
- [j34]Jack J. Dongarra, Mark Gates, Azzam Haidar, Jakub Kurzak, Piotr Luszczek, Panruo Wu, Ichitaro Yamazaki, Asim YarKhan, Maksims Abalenkovs, Negin Bagherpour, Sven Hammarling, Jakub Sístek, David Stevens, Mawussi Zounon, Samuel D. Relton:
PLASMA: Parallel Linear Algebra Software for Multicore Using OpenMP. ACM Trans. Math. Softw. 45(2): 16:1-16:35 (2019) - [c40]Jakub Kurzak, Mark Gates, Ali Charara, Asim YarKhan, Ichitaro Yamazaki, Jack J. Dongarra:
Linear Systems Solvers for Distributed-Memory Machines with GPU Accelerators. Euro-Par 2019: 495-506 - [c39]Jakub Kurzak, Yaohung M. Tsai, Mark Gates, Ahmad Abdelfattah, Jack J. Dongarra:
Massively Parallel Automated Software Tuning. ICPP 2019: 92:1-92:10 - [c38]Jakub Kurzak, Mark Gates, Ali Charara, Asim YarKhan, Jack J. Dongarra:
Least squares solvers for distributed-memory machines with GPU accelerators. ICS 2019: 117-126 - [c37]Mark Gates, Jakub Kurzak, Ali Charara, Asim YarKhan, Jack J. Dongarra:
SLATE: design of a modern distributed and accelerated linear algebra library. SC 2019: 26:1-26:18 - 2018
- [j33]Joseph Dorris, Asim YarKhan, Jakub Kurzak, Piotr Luszczek, Jack J. Dongarra:
Task based Cholesky decomposition on Xeon Phi architectures using OpenMP. Int. J. Comput. Sci. Eng. 17(3): 310-323 (2018) - [j32]Jack J. Dongarra, Mark Gates, Jakub Kurzak, Piotr Luszczek, Yaohung M. Tsai:
Autotuning Numerical Dense Linear Algebra for Batched Computation With GPU Hardware Accelerators. Proc. IEEE 106(11): 2040-2055 (2018) - [j31]Jack J. Dongarra, Mark Gates, Azzam Haidar, Jakub Kurzak, Piotr Luszczek, Stanimire Tomov, Ichitaro Yamazaki:
The Singular Value Decomposition: Anatomy of Optimizing an Algorithm for Extreme Scale. SIAM Rev. 60(4): 808-865 (2018) - [j30]Piotr Luszczek, Jakub Kurzak, Ichitaro Yamazaki, David J. Keffer, Vasileios Maroulas, Jack J. Dongarra:
Autotuning Techniques for Performance-Portable Point Set Registration in 3D. Supercomput. Front. Innov. 5(4): 42-61 (2018) - [j29]Ichitaro Yamazaki, Jakub Kurzak, Panruo Wu, Mawussi Zounon, Jack J. Dongarra:
Symmetric Indefinite Linear Solver Using OpenMP Task on Multicore Architectures. IEEE Trans. Parallel Distributed Syst. 29(8): 1879-1892 (2018) - 2017
- [j28]Jack J. Dongarra, Stanimire Tomov, Piotr Luszczek, Jakub Kurzak, Mark Gates, Ichitaro Yamazaki, Hartwig Anzt, Azzam Haidar, Ahmad Abdelfattah:
With Extreme Computing, the Rules Have Changed. Comput. Sci. Eng. 19(3): 52-62 (2017) - [j27]Asim YarKhan, Jakub Kurzak, Piotr Luszczek, Jack J. Dongarra:
Porting the PLASMA Numerical Library to the OpenMP Standard. Int. J. Parallel Program. 45(3): 612-633 (2017) - [j26]Jakub Kurzak, Piotr Luszczek, Ichitaro Yamazaki, Yves Robert, Jack J. Dongarra:
Design and Implementation of the PULSAR Programming System for Large Scale Computing. Supercomput. Front. Innov. 4(1): 4-26 (2017) - [c35]Piotr Luszczek, Jakub Kurzak, Ichitaro Yamazaki, David J. Keffer, Jack J. Dongarra:
Scaling point set registration in 3D across thread counts on multicore and hardware accelerator platforms through autotuning for large scale analysis of scientific point clouds. IEEE BigData 2017: 2893-2902 - [c34]Piotr Luszczek, Jakub Kurzak, Ichitaro Yamazaki, Jack J. Dongarra:
Towards numerical benchmark for half-precision floating point arithmetic. HPEC 2017: 1-5 - [c33]Mark Gates, Jakub Kurzak, Piotr Luszczek, Yu Pei, Jack J. Dongarra:
Autotuning Batch Cholesky Factorization in CUDA with Interleaved Layout of Matrices. IPDPS Workshops 2017: 1408-1417 - [p5]Hartwig Anzt, Jack J. Dongarra, Mark Gates, Jakub Kurzak, Piotr Luszczek, Stanimire Tomov, Ichitaro Yamazaki:
Bringing High Performance Computing to Big Data Algorithms. Handbook of Big Data Technologies 2017: 777-806 - 2016
- [j25]Ahmad Abdelfattah, Hartwig Anzt, Jack J. Dongarra, Mark Gates, Azzam Haidar, Jakub Kurzak, Piotr Luszczek, Stanimire Tomov, Ichitaro Yamazaki, Asim YarKhan:
Linear algebra software for large-scale accelerated multicore computing. Acta Numer. 25: 1-160 (2016) - [j24]Jakub Kurzak, Hartwig Anzt, Mark Gates, Jack J. Dongarra:
Implementation and Tuning of Batched Cholesky Factorization and Solve for NVIDIA GPUs. IEEE Trans. Parallel Distributed Syst. 27(7): 2036-2048 (2016) - [c32]Piotr Luszczek, Mark Gates, Jakub Kurzak, Anthony Danalis, Jack J. Dongarra:
Search Space Generation and Pruning System for Autotuners. IPDPS Workshops 2016: 1545-1554 - [c31]Yaohung M. Tsai, Piotr Luszczek, Jakub Kurzak, Jack J. Dongarra:
Performance-Portable Autotuning of OpenCL Kernels for Convolutional Layers of Deep Neural Networks. MLHPC@SC 2016: 9-18 - [c30]Joseph Dorris, Jakub Kurzak, Piotr Luszczek, Asim YarKhan, Jack J. Dongarra:
Task-Based Cholesky Decomposition on Knights Corner Using OpenMP. ISC Workshops 2016: 544-562 - 2015
- [j23]Simplice Donfack, Jack J. Dongarra, Mathieu Faverge, Mark Gates, Jakub Kurzak, Piotr Luszczek, Ichitaro Yamazaki:
A survey of recent developments in parallel implementations of Gaussian elimination. Concurr. Comput. Pract. Exp. 27(5): 1292-1309 (2015) - [j22]Hartwig Anzt, Blake Haugen, Jakub Kurzak, Piotr Luszczek, Jack J. Dongarra:
Experiences in autotuning matrix multiplication for energy minimization on GPUs. Concurr. Comput. Pract. Exp. 27(17): 5096-5113 (2015) - [j21]Jack J. Dongarra, Maksims Abalenkovs, Ahmad Abdelfattah, Mark Gates, Azzam Haidar, Jakub Kurzak, Piotr Luszczek, Stanimire Tomov, Ichitaro Yamazaki, Asim YarKhan:
Parallel Programming Models for Dense Linear Algebra on Heterogeneous Systems. Supercomput. Front. Innov. 2(4): 67-86 (2015) - [c29]Mark Gates, Hartwig Anzt, Jakub Kurzak, Jack J. Dongarra:
Accelerating collaborative filtering using concepts from high performance computing. IEEE BigData 2015: 667-676 - [c27]Blake Haugen, Stephen Richmond, Jakub Kurzak, Chad A. Steed, Jack J. Dongarra:
Visualizing execution traces with task dependencies. VPA@SC 2015: 2:1-2:8 - [c26]Ichitaro Yamazaki, Stanimire Tomov, Jakub Kurzak, Jack J. Dongarra, Jesse L. Barlow:
Mixed-precision block gram Schmidt orthogonalization. ScalA@SC 2015: 2:1-2:8 - [c25]Ichitaro Yamazaki, Jakub Kurzak, Piotr Luszczek, Jack J. Dongarra:
Randomized algorithms to update partial singular value decomposition on a hybrid CPU/GPU cluster. SC 2015: 59:1-59:12 - [c24]Théo Mary, Ichitaro Yamazaki, Jakub Kurzak, Piotr Luszczek, Stanimire Tomov, Jack J. Dongarra:
Performance of random sampling for computing low-rank approximations of a dense matrix on GPUs. SC 2015: 60:1-60:11 - 2014
- [j20]Piotr Luszczek, Jakub Kurzak, Jack J. Dongarra:
Looking back at dense linear algebra software. J. Parallel Distributed Comput. 74(7): 2548-2560 (2014) - [j19]Ichitaro Yamazaki, Jakub Kurzak, Piotr Luszczek, Jack J. Dongarra:
Design and Implementation of a Large Scale Tree-Based QR Decomposition Using a 3D Virtual Systolic Array and a Lightweight Runtime. Parallel Process. Lett. 24(4) (2014) - [j18]Jack J. Dongarra, Azzam Haidar, Jakub Kurzak, Piotr Luszczek, Stanimire Tomov, Asim YarKhan:
Model-Driven One-Sided Factorizations on Multicore Accelerated Systems. Supercomput. Front. Innov. 1(1): 85-115 (2014) - [c23]Ichitaro Yamazaki, Théo Mary, Jakub Kurzak, Stanimire Tomov, Jack J. Dongarra:
Access-averse framework for computing low-rank matrix approximations. IEEE BigData 2014: 70-77 - [c22]Blake Haugen, Jakub Kurzak, Asim YarKhan, Piotr Luszczek, Jack J. Dongarra:
Parallel Simulation of Superscalar Scheduling. ICPP 2014: 121-130 - [c21]Ichitaro Yamazaki, Jakub Kurzak, Piotr Luszczek, Jack J. Dongarra:
Design and Implementation of a Large Scale Tree-Based QR Decomposition Using a 3D Virtual Systolic Array and a Lightweight Runtime. IPDPS Workshops 2014: 1495-1504 - [p4]Jack J. Dongarra, Mark Gates, Azzam Haidar, Jakub Kurzak, Piotr Luszczek, Stanimire Tomov, Ichitaro Yamazaki:
Accelerating Numerical Dense Linear Algebra Calculations with GPUs. Numerical Computations with GPUs 2014: 3-28 - 2013
- [j17]Jakub Kurzak, Piotr Luszczek, Mathieu Faverge, Jack J. Dongarra:
LU Factorization with Partial Pivoting for a Multicore System with Accelerators. IEEE Trans. Parallel Distributed Syst. 24(8): 1613-1621 (2013) - [c19]Guillaume Aupy, Mathieu Faverge, Yves Robert, Jakub Kurzak, Piotr Luszczek, Jack J. Dongarra:
Implementing a Systolic Algorithm for QR Factorization on Multicore Clusters with PaRSEC. Euro-Par Workshops 2013: 657-667 - [c18]Jakub Kurzak, Piotr Luszczek, Mark Gates, Ichitaro Yamazaki, Jack J. Dongarra:
Virtual Systolic Array for QR Decomposition. IPDPS 2013: 251-260 - 2012
- [j16]Jakub Kurzak, Stanimire Tomov, Jack J. Dongarra:
Autotuning GEMM Kernels for the Fermi GPU. IEEE Trans. Parallel Distributed Syst. 23(11): 2045-2057 (2012) - [c16]George Bosilca, Aurélien Bouteiller, Anthony Danalis, Thomas Hérault, Jakub Kurzak, Piotr Luszczek, Stanimire Tomov, Jack J. Dongarra:
Scalable Dense Linear Algebra on Heterogeneous Hardware. High Performance Computing Workshop (2) 2012: 65-103 - [c15]Jakub Kurzak, Piotr Luszczek, Mathieu Faverge, Jack J. Dongarra:
Programming the LU Factorization for a Multicore System with Accelerators. VECPAR 2012: 28-35 - [p3]Jack J. Dongarra, Jakub Kurzak, Piotr Luszczek, Stanimire Tomov:
Dense Linear Algebra on Accelerated Multicore Hardware. High-Performance Scientific Computing 2012: 123-146 - 2011
- [c14]George Bosilca, Aurélien Bouteiller, Anthony Danalis, Mathieu Faverge, Azzam Haidar, Thomas Hérault, Jakub Kurzak, Julien Langou, Pierre Lemarinier, Hatem Ltaief, Piotr Luszczek, Asim YarKhan, Jack J. Dongarra:
Flexible Development of Dense Linear Algebra Algorithms on Massively Parallel Architectures with DPLASMA. IPDPS Workshops 2011: 1432-1441 - 2010
- [j15]Jakub Kurzak, Hatem Ltaief, Jack J. Dongarra, Rosa M. Badia:
Scheduling dense linear algebra operations on multicore processors. Concurr. Comput. Pract. Exp. 22(1): 15-44 (2010) - [j14]Hatem Ltaief, Jakub Kurzak, Jack J. Dongarra, Rosa M. Badia:
Scheduling two-sided transformations using tile algorithms on multicore architectures. Sci. Program. 18(1): 35-50 (2010) - [j13]Hatem Ltaief, Jakub Kurzak, Jack J. Dongarra:
Parallel Two-Sided Matrix Reduction to Band Bidiagonal Form on Multicore Architectures. IEEE Trans. Parallel Distributed Syst. 21(4): 417-423 (2010) - [c12]Jakub Kurzak, Rajib Nath, Peng Du, Jack J. Dongarra:
An Implementation of the Tile QR Factorization for a GPU and Multiple CPUs. PARA (2) 2010: 248-257 - [c11]Emmanuel Agullo, Henricus Bouwmeester, Jack J. Dongarra, Jakub Kurzak, Julien Langou, Lee Rosenberg:
Towards an Efficient Tile Matrix Inversion of Symmetric Positive Definite Matrices on Multicore Architectures. VECPAR 2010: 129-138 - [p2]Wesley Alvaro, Jakub Kurzak, Jack J. Dongarra:
Implementing Matrix Multiplication on the Cell B. E. Scientific Computing with Multicore and Accelerators 2010: 3-20 - [p1]Jakub Kurzak, Jack J. Dongarra:
Implementing Matrix Factorizations on the Cell B. E. Scientific Computing with Multicore and Accelerators 2010: 21-35 - [e1]Jakub Kurzak, David A. Bader, Jack J. Dongarra:
Scientific Computing with Multicore and Accelerators. Chapman and Hall / CRC computational science series, CRC Press / Taylor & Francis 2010, ISBN 978-1-4398-2536-5 [contents] - [i3]Emmanuel Agullo, Henricus Bouwmeester, Jack J. Dongarra, Jakub Kurzak, Julien Langou, Lee Rosenberg:
Towards an Efficient Tile Matrix Inversion of Symmetric Positive Definite Matrices on Multicore Architectures. CoRR abs/1002.4057 (2010) - 2009
- [j12]Marc Baboulin, Alfredo Buttari, Jack J. Dongarra, Jakub Kurzak, Julie Langou, Julien Langou, Piotr Luszczek, Stanimire Tomov:
Accelerating scientific computations with mixed precision algorithms. Comput. Phys. Commun. 180(12): 2526-2533 (2009) - [j11]Alfredo Buttari, Julien Langou, Jakub Kurzak, Jack J. Dongarra:
A class of parallel tiled linear algebra algorithms for multicore architectures. Parallel Comput. 35(1): 38-53 (2009) - [j10]Jakub Kurzak, Wesley Alvaro, Jack J. Dongarra:
Optimizing matrix multiplication for a short-vector SIMD architecture - CELL processor. Parallel Comput. 35(3): 138-150 (2009) - [j9]Jakub Kurzak, Jack J. Dongarra:
QR factorization for the Cell Broadband Engine. Sci. Program. 17(1-2): 31-42 (2009) - 2008
- [j8]Alfredo Buttari, Julien Langou, Jakub Kurzak, Jack J. Dongarra:
Parallel tiled QR factorization for multicore architectures. Concurr. Comput. Pract. Exp. 20(13): 1573-1590 (2008) - [j7]Jakub Kurzak, Alfredo Buttari, Piotr Luszczek, Jack J. Dongarra:
The PlayStation 3 for High-Performance Scientific Computing. Comput. Sci. Eng. 10(3): 84-87 (2008) - [j5]Alfredo Buttari, Jack J. Dongarra, Jakub Kurzak, Piotr Luszczek, Stanimire Tomov:
Using Mixed Precision for Sparse Matrix Computations to Enhance the Performance while Achieving 64-bit Accuracy. ACM Trans. Math. Softw. 34(4): 17:1-17:22 (2008) - [j4]Jakub Kurzak, Alfredo Buttari, Jack J. Dongarra:
Solving Systems of Linear Equations on the CELL Processor Using Cholesky Factorization. IEEE Trans. Parallel Distributed Syst. 19(9): 1175-1186 (2008) - [c10]Jakub Kurzak, Hatem Ltaief, Jack J. Dongarra, Rosa M. Badia:
Scheduling for Numerical Linear Algebra Library at Scale. High Performance Computing Workshop 2008: 3-26 - [c9]Wesley Alvaro, Jakub Kurzak, Jack J. Dongarra:
Fast and Small Short Vector SIMD Matrix Multiplication Kernels for the Synergistic Processing Element of the CELL Processor. ICCS (1) 2008: 935-944 - [i2]Marc Baboulin, Alfredo Buttari, Jack J. Dongarra, Jakub Kurzak, Julie Langou, Julien Langou, Piotr Luszczek, Stanimire Tomov:
Accelerating Scientific Computations with Mixed Precision Algorithms. CoRR abs/0808.2794 (2008) - 2007
- [j3]Jakub Kurzak, Jack J. Dongarra:
Implementation of mixed precision in solving systems of linear equations on the Cell processor. Concurr. Comput. Pract. Exp. 19(10): 1371-1385 (2007) - [j2]Alfredo Buttari, Jack J. Dongarra, Julie Langou, Julien Langou, Piotr Luszczek, Jakub Kurzak:
Mixed Precision Iterative Refinement Techniques for the Solution of Dense Linear Systems. Int. J. High Perform. Comput. Appl. 21(4): 457-466 (2007) - [c7]Alfredo Buttari, Julien Langou, Jakub Kurzak, Jack J. Dongarra:
Parallel Tiled QR Factorization for Multicore Architectures. PPAM 2007: 639-648 - [r1]Yozo Hida, James Demmel, Julien Langou, Jakub Kurzak, Ming Gu, Alfredo Buttari, Stanimire Tomov, Piotr Luszczek, Julie Langou, Osni Marques, Christof Vömel, Xiaoye S. Li, E. Jason Riedy, Jack J. Dongarra, William Kahan, Beresford N. Parlett, David Bindel:
Prospectus for a Dense Linear Algebra Software Library. Handbook of Parallel Computing 2007 - [i1]Alfredo Buttari, Julien Langou, Jakub Kurzak, Jack J. Dongarra:
A Class of Parallel Tiled Linear Algebra Algorithms for Multicore Architectures. CoRR abs/0709.1272 (2007) - 2006
- [c6]Alfredo Buttari, Jack J. Dongarra, Jakub Kurzak, Julie Langou, Julien Langou, Piotr Luszczek, Stanimire Tomov:
Exploiting Mixed Precision Floating Point Hardware in Scientific Computations. High Performance Computing Workshop 2006: 19-36 - [c5]Alfredo Buttari, Jack J. Dongarra, Jakub Kurzak, Julien Langou, Piotr Luszczek, Stanimire Tomov:
The Impact of Multicore on Math Software. PARA 2006: 1-10 - [c4]James Demmel, Jack J. Dongarra, Beresford N. Parlett, William Kahan, Ming Gu, David Bindel, Yozo Hida, Xiaoye S. Li, Osni Marques, E. Jason Riedy, Christof Vömel, Julien Langou, Piotr Luszczek, Jakub Kurzak, Alfredo Buttari, Julie Langou, Stanimire Tomov:
Prospectus for the Next LAPACK and ScaLAPACK Libraries. PARA 2006: 11-23 - [c3]Jakub Kurzak, Jack J. Dongarra:
Implementing Linear Algebra Routines on Multi-core Processors with Pipelining and a Look Ahead. PARA 2006: 147-156 - [c2]Julie Langou, Julien Langou, Piotr Luszczek, Jakub Kurzak, Alfredo Buttari, Jack J. Dongarra:
Tools and techniques for performance - Exploiting the performance of 32 bit floating point arithmetic in obtaining 64 bit accuracy (revisiting iterative refinement for linear systems). SC 2006: 113 - [c1]Alfredo Buttari, Jakub Kurzak, Jack J. Dongarra:
Poster reception - Targeting multi-core architectures for linear algebra applications. SC 2006: 162
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