Jakub Kurzak

According to our database1, Jakub Kurzak
  • authored at least 65 papers between 2005 and 2017.
  • has a "Dijkstra number"2 of four.

Timeline

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Bibliography

2017
Porting the PLASMA Numerical Library to the OpenMP Standard.
International Journal of Parallel Programming, 2017

With Extreme Computing, the Rules Have Changed.
Computing in Science and Engineering, 2017

Autotuning Batch Cholesky Factorization in CUDA with Interleaved Layout of Matrices.
Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium Workshops, 2017

Towards numerical benchmark for half-precision floating point arithmetic.
Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

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.
Proceedings of the 2017 IEEE International Conference on Big Data, BigData 2017, 2017

Bringing High Performance Computing to Big Data Algorithms.
Proceedings of the Handbook of Big Data Technologies, 2017

2016
Implementation and Tuning of Batched Cholesky Factorization and Solve for NVIDIA GPUs.
IEEE Trans. Parallel Distrib. Syst., 2016

Task-Based Cholesky Decomposition on Knights Corner Using OpenMP.
Proceedings of the High Performance Computing, 2016

Performance-Portable Autotuning of OpenCL Kernels for Convolutional Layers of Deep Neural Networks.
Proceedings of the 2nd Workshop on Machine Learning in HPC Environments, 2016

Search Space Generation and Pruning System for Autotuners.
Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016

2015
A survey of recent developments in parallel implementations of Gaussian elimination.
Concurrency and Computation: Practice and Experience, 2015

Experiences in autotuning matrix multiplication for energy minimization on GPUs.
Concurrency and Computation: Practice and Experience, 2015

Mixed-precision block gram Schmidt orthogonalization.
Proceedings of the 6th Workshop on Latest Advances in Scalable Algorithms for Large-Scale Systems, 2015

Randomized algorithms to update partial singular value decomposition on a hybrid CPU/GPU cluster.
Proceedings of the International Conference for High Performance Computing, 2015

Performance of random sampling for computing low-rank approximations of a dense matrix on GPUs.
Proceedings of the International Conference for High Performance Computing, 2015

Visualizing execution traces with task dependencies.
Proceedings of the 2nd Workshop on Visual Performance Analysis, 2015

Divide and Conquer Symmetric Tridiagonal Eigensolver for Multicore Architectures.
Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium, 2015

Accelerating collaborative filtering using concepts from high performance computing.
Proceedings of the 2015 IEEE International Conference on Big Data, 2015

2014
Design and Implementation of a Large Scale Tree-Based QR Decomposition Using a 3D Virtual Systolic Array and a Lightweight Runtime.
Parallel Processing Letters, 2014

Looking back at dense linear algebra software.
J. Parallel Distrib. Comput., 2014

Search Space Pruning Constraints Visualization.
Proceedings of the Second IEEE Working Conference on Software Visualization, 2014

Design and Implementation of a Large Scale Tree-Based QR Decomposition Using a 3D Virtual Systolic Array and a Lightweight Runtime.
Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014

Parallel Simulation of Superscalar Scheduling.
Proceedings of the 43rd International Conference on Parallel Processing, 2014

Access-averse framework for computing low-rank matrix approximations.
Proceedings of the 2014 IEEE International Conference on Big Data, 2014

2013
LU Factorization with Partial Pivoting for a Multicore System with Accelerators.
IEEE Trans. Parallel Distrib. Syst., 2013

An improved parallel singular value algorithm and its implementation for multicore hardware.
Proceedings of the International Conference for High Performance Computing, 2013

Virtual Systolic Array for QR Decomposition.
Proceedings of the 27th IEEE International Symposium on Parallel and Distributed Processing, 2013

Implementing a Systolic Algorithm for QR Factorization on Multicore Clusters with PaRSEC.
Proceedings of the Euro-Par 2013: Parallel Processing Workshops, 2013

2012
Autotuning GEMM Kernels for the Fermi GPU.
IEEE Trans. Parallel Distrib. Syst., 2012

Programming the LU Factorization for a Multicore System with Accelerators.
Proceedings of the High Performance Computing for Computational Science, 2012

Scalable Dense Linear Algebra on Heterogeneous Hardware.
Proceedings of the Transition of HPC Towards Exascale Computing, 2012

Dense Linear Algebra on Accelerated Multicore Hardware.
Proceedings of the High-Performance Scientific Computing - Algorithms and Applications., 2012

2011
Flexible Development of Dense Linear Algebra Algorithms on Massively Parallel Architectures with DPLASMA.
Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011

2010
Parallel Two-Sided Matrix Reduction to Band Bidiagonal Form on Multicore Architectures.
IEEE Trans. Parallel Distrib. Syst., 2010

Scheduling two-sided transformations using tile algorithms on multicore architectures.
Scientific Programming, 2010

Towards an Efficient Tile Matrix Inversion of Symmetric Positive Definite Matrices on Multicore Architectures
CoRR, 2010

Scheduling dense linear algebra operations on multicore processors.
Concurrency and Computation: Practice and Experience, 2010

Towards an Efficient Tile Matrix Inversion of Symmetric Positive Definite Matrices on Multicore Architectures.
Proceedings of the High Performance Computing for Computational Science - VECPAR 2010, 2010

An Implementation of the Tile QR Factorization for a GPU and Multiple CPUs.
Proceedings of the Applied Parallel and Scientific Computing, 2010

Multicore and Manycore Programming.
Proceedings of the Euro-Par 2010 - Parallel Processing, 16th International Euro-Par Conference, Ischia, Italy, August 31, 2010

2009
QR factorization for the Cell Broadband Engine.
Scientific Programming, 2009

Optimizing matrix multiplication for a short-vector SIMD architecture - CELL processor.
Parallel Computing, 2009

A class of parallel tiled linear algebra algorithms for multicore architectures.
Parallel Computing, 2009

Accelerating scientific computations with mixed precision algorithms.
Computer Physics Communications, 2009

2008
Solving Systems of Linear Equations on the CELL Processor Using Cholesky Factorization.
IEEE Trans. Parallel Distrib. Syst., 2008

Using Mixed Precision for Sparse Matrix Computations to Enhance the Performance while Achieving 64-bit Accuracy.
ACM Trans. Math. Softw., 2008

Automatic Generation of FFT for Translations of Multipole Expansions in Spherical Harmonics.
IJHPCA, 2008

The PlayStation 3 for High-Performance Scientific Computing.
Computing in Science and Engineering, 2008

Accelerating Scientific Computations with Mixed Precision Algorithms
CoRR, 2008

Parallel tiled QR factorization for multicore architectures.
Concurrency and Computation: Practice and Experience, 2008

Fast and Small Short Vector SIMD Matrix Multiplication Kernels for the Synergistic Processing Element of the CELL Processor.
Proceedings of the Computational Science, 2008

Scheduling for Numerical Linear Algebra Library at Scale.
Proceedings of the High Speed and Large Scale Scientific Computing - Selected Papers from the High Performance Computing Workshop, Cetraro, Italy, June 30, 2008

2007
Prospectus for a Dense Linear Algebra Software Library.
Proceedings of the Handbook of Parallel Computing - Models, Algorithms and Applications., 2007

Mixed Precision Iterative Refinement Techniques for the Solution of Dense Linear Systems.
IJHPCA, 2007

A Class of Parallel Tiled Linear Algebra Algorithms for Multicore Architectures
CoRR, 2007

Implementation of mixed precision in solving systems of linear equations on the Cell processor.
Concurrency and Computation: Practice and Experience, 2007

Parallel Tiled QR Factorization for Multicore Architectures.
Proceedings of the Parallel Processing and Applied Mathematics, 2007

Introduction to Programming High Performance Applications on the CELL Broadband Engine.
Proceedings of the 15th Annual IEEE Symposium on High-Performance Interconnects, 2007

2006
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).
Proceedings of the ACM/IEEE SC2006 Conference on High Performance Networking and Computing, 2006

Poster reception - Targeting multi-core architectures for linear algebra applications.
Proceedings of the ACM/IEEE SC2006 Conference on High Performance Networking and Computing, 2006

Implementing Linear Algebra Routines on Multi-core Processors with Pipelining and a Look Ahead.
Proceedings of the Applied Parallel Computing. State of the Art in Scientific Computing, 2006

Prospectus for the Next LAPACK and ScaLAPACK Libraries.
Proceedings of the Applied Parallel Computing. State of the Art in Scientific Computing, 2006

The Impact of Multicore on Math Software.
Proceedings of the Applied Parallel Computing. State of the Art in Scientific Computing, 2006

Exploiting Mixed Precision Floating Point Hardware in Scientific Computations.
Proceedings of the High Performance Computing and Grids in Action, 2006

2005
Massively parallel implementation of a fast multipole method for distributed memory machines.
J. Parallel Distrib. Comput., 2005


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