Jakub Kurzak

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 28

Top Topics

Search Space Pruning

Parallel Implementation

Gram Schmidt Orthogonalization

Top Venues

IPDPS Workshops

Supercomput. Front. Innov.

Publications

Noel Chalmers, Jakub Kurzak, Damon McDougall, Paul T. Bauman
Optimizing High-Performance Linpack for Exascale Accelerated Architectures. CoRR (2023)
Paul T. Bauman, Reuben D. Budiardja, Dmytro Bykov, Noel Chalmers, Jacqueline Chen, Nicholas Curtis, Marc Day, Markus Eisenbach, Lucas Esclapez, Alessandro Fanfarillo, William Freitag, Nicholas Frontiere, Antigoni Georgiadou, Joseph Glenski, Kalyana C. Gottiparthi, Marc T. Henry de Frahan, Gustav R. Jansen, Wayne Joubert, Justin G. Lietz, Jakub Kurzak, Nicholas Malaya, Bronson Messer, Damon McDougall, Paul Mullowney, Stephen Nichols, Matthew R. Norman, Thomas Papatheodore, Jon S. Rood, Philip C. Roth, Sarat Sreepathi, James B. White III, Noah Wolfe
Experiences Readying Applications for Exascale. CoRR (2023)
Nicholas Malaya, Bronson Messer, Joseph Glenski, Antigoni Georgiadou, Justin Lietz, Kalyana C. Gottiparthi, Marc Day, Jackie Chen, Jon S. Rood, Lucas Esclapez, James B. White III, Gustav R. Jansen, Nicholas Curtis, Stephen Nichols, Jakub Kurzak, Noel Chalmers, Chip Freitag, Paul T. Bauman, Alessandro Fanfarillo, Reuben D. Budiardja, Thomas Papatheodore, Nicholas Frontiere, Damon McDougall, Matthew R. Norman, Sarat Sreepathi, Philip C. Roth, Dmytro Bykov, Noah Wolfe, Paul Mullowney, Markus Eisenbach, Marc T. Henry de Frahan, Wayne Joubert
Experiences readying applications for Exascale. SC (2023)
Noel Chalmers, Jakub Kurzak, Damon McDougall, Paul T. Bauman
Optimizing High-Performance Linpack for Exascale Accelerated Architectures. SC (2023)
Ramakrishnan Kannan, Piyush Sao, Hao Lu, Jakub Kurzak, Gundolf Schenk, Yongmei Shi, Seung-Hwan Lim, Sharat Israni, Vijay Thakkar, Guojing Cong, Robert M. Patton, Sergio E. Baranzini, Richard W. Vuduc, Thomas E. Potok
Exaflops Biomedical Knowledge Graph Analytics. SC (2022)
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) (2021)
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) (2019)
Jakub Kurzak, Yaohung M. Tsai, Mark Gates, Ahmad Abdelfattah, Jack J. Dongarra
Massively Parallel Automated Software Tuning. ICPP (2019)
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)
Jakub Kurzak, Mark Gates, Ali Charara, Asim YarKhan, Jack J. Dongarra
Least squares solvers for distributed-memory machines with GPU accelerators. ICS (2019)
Mark Gates, Jakub Kurzak, Ali Charara, Asim YarKhan, Jack J. Dongarra
SLATE: design of a modern distributed and accelerated linear algebra library. SC (2019)
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) (2018)
Osni Marques, Reiji Suda, Jakub Kurzak, Akihiro Fujii
Introduction to iWAPT 2018. IPDPS Workshops (2018)
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) (2018)
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) (2018)
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) (2018)
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) (2018)
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)
Asim YarKhan, Jakub Kurzak, Piotr Luszczek, Jack J. Dongarra
Porting the PLASMA Numerical Library to the OpenMP Standard. Int. J. Parallel Program. 45 (3) (2017)
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)
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) (2017)
Piotr Luszczek, Jakub Kurzak, Ichitaro Yamazaki, Jack J. Dongarra
Towards numerical benchmark for half-precision floating point arithmetic. HPEC (2017)
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) (2017)
Joseph Dorris, Jakub Kurzak, Piotr Luszczek, Asim YarKhan, Jack J. Dongarra
Task-Based Cholesky Decomposition on Knights Corner Using OpenMP. ISC Workshops (2016)
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)
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) (2016)
Piotr Luszczek, Mark Gates, Jakub Kurzak, Anthony Danalis, Jack J. Dongarra
Search Space Generation and Pruning System for Autotuners. IPDPS Workshops (2016)
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 (2016)
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)
Gregoire Pichon, Azzam Haidar, Mathieu Faverge, Jakub Kurzak
Divide and Conquer Symmetric Tridiagonal Eigensolver for Multicore Architectures. IPDPS (2015)
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) (2015)
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) (2015)
Blake Haugen, Stephen Richmond, Jakub Kurzak, Chad A. Steed, Jack J. Dongarra
Visualizing execution traces with task dependencies. VPA@SC (2015)
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)
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) (2015)
Mark Gates, Hartwig Anzt, Jakub Kurzak, Jack J. Dongarra
Accelerating collaborative filtering using concepts from high performance computing. IEEE BigData (2015)
Ichitaro Yamazaki, Stanimire Tomov, Jakub Kurzak, Jack J. Dongarra, Jesse L. Barlow
Mixed-precision block gram Schmidt orthogonalization. ScalA@SC (2015)
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) (2014)
Blake Haugen, Jakub Kurzak
Search Space Pruning Constraints Visualization. VISSOFT (2014)
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)
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)
Piotr Luszczek, Jakub Kurzak, Jack J. Dongarra
Looking back at dense linear algebra software. J. Parallel Distributed Comput. 74 (7) (2014)
Blake Haugen, Jakub Kurzak, Asim YarKhan, Piotr Luszczek, Jack J. Dongarra
Parallel Simulation of Superscalar Scheduling. ICPP (2014)
Ichitaro Yamazaki, Théo Mary, Jakub Kurzak, Stanimire Tomov, Jack J. Dongarra
Access-averse framework for computing low-rank matrix approximations. IEEE BigData (2014)
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)
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) (2013)
Azzam Haidar, Jakub Kurzak, Piotr Luszczek
An improved parallel singular value algorithm and its implementation for multicore hardware. SC (2013)
Jakub Kurzak, Piotr Luszczek, Mark Gates, Ichitaro Yamazaki, Jack J. Dongarra
Virtual Systolic Array for QR Decomposition. IPDPS (2013)
Jakub Kurzak, Piotr Luszczek, Mathieu Faverge, Jack J. Dongarra
Programming the LU Factorization for a Multicore System with Accelerators. VECPAR (2012)
Jakub Kurzak, Stanimire Tomov, Jack J. Dongarra
Autotuning GEMM Kernels for the Fermi GPU. IEEE Trans. Parallel Distributed Syst. 23 (11) (2012)
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)
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)
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) (2010)
Hatem Ltaief, Jakub Kurzak, Jack J. Dongarra, Rosa M. Badia
Scheduling two-sided transformations using tile algorithms on multicore architectures. Sci. Program. 18 (1) (2010)
Jakub Kurzak, Hatem Ltaief, Jack J. Dongarra, Rosa M. Badia
Scheduling dense linear algebra operations on multicore processors. Concurr. Comput. Pract. Exp. 22 (1) (2010)
Beniamino Di Martino, Fabrizio Petrini, Siegfried Benkner, Kirk W. Cameron, Dieter Kranzlmüller, Jakub Kurzak, Davide Pasetto, Jesper Larsson Träff
Multicore and Manycore Programming. Euro-Par (2) (2010)
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 (2010)
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)
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)
Jakub Kurzak, Wesley Alvaro, Jack J. Dongarra
Optimizing matrix multiplication for a short-vector SIMD architecture - CELL processor. Parallel Comput. 35 (3) (2009)
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) (2009)
Alfredo Buttari, Julien Langou, Jakub Kurzak, Jack J. Dongarra
A class of parallel tiled linear algebra algorithms for multicore architectures. Parallel Comput. 35 (1) (2009)
Jakub Kurzak, Jack J. Dongarra
QR factorization for the Cell Broadband Engine. Sci. Program. 17 (1-2) (2009)
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 (2008)
Alfredo Buttari, Julien Langou, Jakub Kurzak, Jack J. Dongarra
Parallel tiled QR factorization for multicore architectures. Concurr. Comput. Pract. Exp. 20 (13) (2008)
Jakub Kurzak, Hatem Ltaief, Jack J. Dongarra, Rosa M. Badia
Scheduling for Numerical Linear Algebra Library at Scale. High Performance Computing Workshop (2008)
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)
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) (2008)
Jakub Kurzak, Dragan Mirkovic, B. Montgomery Pettitt, S. Lennart Johnsson
Automatic Generation of FFT for Translations of Multipole Expansions in Spherical Harmonics. Int. J. High Perform. Comput. Appl. 22 (2) (2008)
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) (2008)
Jakub Kurzak, Alfredo Buttari, Piotr Luszczek, Jack J. Dongarra
The PlayStation 3 for High-Performance Scientific Computing. Comput. Sci. Eng. 10 (3) (2008)
Alfredo Buttari, Julien Langou, Jakub Kurzak, Jack J. Dongarra
Parallel Tiled QR Factorization for Multicore Architectures. PPAM (2007)
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) (2007)
Alfredo Buttari, Julien Langou, Jakub Kurzak, Jack J. Dongarra
A Class of Parallel Tiled Linear Algebra Algorithms for Multicore Architectures CoRR (2007)
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) (2007)
Jakub Kurzak, Alfredo Buttari
Introduction to Programming High Performance Applications on the CELL Broadband Engine. Hot Interconnects (2007)
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)
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)
Jakub Kurzak, Jack J. Dongarra
Implementing Linear Algebra Routines on Multi-core Processors with Pipelining and a Look Ahead. PARA (2006)
Alfredo Buttari, Jakub Kurzak, Jack J. Dongarra
Poster reception - Targeting multi-core architectures for linear algebra applications. SC (2006)
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)
Alfredo Buttari, Jack J. Dongarra, Jakub Kurzak, Julien Langou, Piotr Luszczek, Stanimire Tomov
The Impact of Multicore on Math Software. PARA (2006)
Jakub Kurzak, B. Montgomery Pettitt
Massively parallel implementation of a fast multipole method for distributed memory machines. J. Parallel Distributed Comput. 65 (7) (2005)