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1

From CUDA to OpenCL: Towards a performance-portable solution for multi-platform GPU programming

Peng Du, Rick Weber, Piotr Luszczek, Stanimire Tomov, Gregory Peterson, Jack Dongarra

Journal:

Parallel Computing

Year:

2012

Language:

english

File:

PDF, 1.67 MB

english, 2012

2

The Singular Value Decomposition: Anatomy of Optimizing an Algorithm for Extreme Scale

Dongarra, Jack, Gates, Mark, Haidar, Azzam, Kurzak, Jakub, Luszczek, Piotr, Tomov, Stanimire, Yamazaki, Ichitaro

Journal:

Year:

2018

Language:

english

File:

PDF, 2.50 MB

english, 2018

3

[IEEE SC18: International Conference for High Performance Computing, Networking, Storage and Analysis - Dallas, TX, USA (2018.11.11-2018.11.16)] SC18: International Conference for High Performance Computing, Networking, Storage and Analysis - Harnessing GPU Tensor Cores for Fast FP16 Arithmetic to Speed up Mixed-Precision Iterative Refinement Solvers

Haidar, Azzam, Tomov, Stanimire, Dongarra, Jack, Higham, Nicholas J.

Year:

2018

Language:

english

File:

PDF, 4.12 MB

english, 2018

4

Towards dense linear algebra for hybrid GPU accelerated manycore systems

Stanimire Tomov, Jack Dongarra, Marc Baboulin

Journal:

Parallel Computing

Year:

2010

Language:

english

File:

PDF, 478 KB

english, 2010

5

Divide and Conquer on Hybrid GPU-Accelerated Multicore Systems

Vömel, Christof, Tomov, Stanimire, Dongarra, Jack

Journal:

SIAM Journal on Scientific Computing

Year:

2012

Language:

english

File:

PDF, 463 KB

english, 2012

6

Accelerating Linear System Solutions Using Randomization Techniques

Baboulin, Marc, Dongarra, Jack, Herrmann, Julien, Tomov, Stanimire

Journal:

ACM Transactions on Mathematical Software

Year:

2013

Language:

english

File:

PDF, 327 KB

english, 2013

7

One-sided Dense Matrix Factorizations on a Multicore with Multiple GPU Accelerators*

Yamazaki, Ichitaro, Tomov, Stanimire, Dongarra, Jack

Journal:

Procedia Computer Science

Year:

2012

Language:

english

File:

PDF, 165 KB

english, 2012

8

[ACM Press 2011 International Conference for High Performance Computing, Networking, Storage and Analysis - Seattle, Washington (2011.11.12-2011.11.18)] Proceedings of 2011 International Conference for High Performance Computing, Networking, Storage and Analysis on - SC '11 - Optimizing symmetric dense matrix-vector multiplication on GPUs

Nath, Rajib, Tomov, Stanimire, Dong, Tingxing "Tim", Dongarra, Jack

Year:

2011

Language:

english

File:

PDF, 631 KB

english, 2011

9

Solving dense symmetric indefinite systems using GPUs

Baboulin, Marc, Dongarra, Jack, Rémy, Adrien, Tomov, Stanimire, Yamazaki, Ichitaro

Journal:

Concurrency and Computation: Practice and Experience

Year:

2017

Language:

english

File:

PDF, 1.94 MB

english, 2017

10

Accelerating the SVD bi-diagonalization of a batch of small matrices using GPUs

Dong, Tingxing, Haidar, Azzam, Tomov, Stanimire, Dongarra, Jack

Journal:

Journal of Computational Science

Year:

2018

Language:

english

File:

PDF, 2.15 MB

english, 2018

11

[ACM Press the 8th Workshop - Denver, Colorado (2017.11.12-2017.11.17)] Proceedings of the 8th Workshop on Latest Advances in Scalable Algorithms for Large-Scale Systems - ScalA '17 - Investigating half precision arithmetic to accelerate dense linear system solvers

Haidar, Azzam, Wu, Panruo, Tomov, Stanimire, Dongarra, Jack

Year:

2017

Language:

english

File:

PDF, 775 KB

english, 2017

12

Solving Linear Diophantine Systems on Parallel Architectures

Zaitsev, Dmitry, Tomov, Stanimire, Dongarra, Jack

Journal:

IEEE Transactions on Parallel and Distributed Systems

Year:

2018

Language:

english

File:

PDF, 2.02 MB

english, 2018

13

Computational Benefit of GPU Optimization for the Atmospheric Chemistry Modeling

Sun, Jian, Fu, Joshua S., Drake, John B., Zhu, Qingzhao, Haidar, Azzam, Gates, Mark, Tomov, Stanimire, Dongarra, Jack

Journal:

Journal of Advances in Modeling Earth Systems

Year:

2018

Language:

english

File:

PDF, 3.45 MB

english, 2018

14

The use of bulk states to accelerate the band edge state calculation of a semiconductor quantum dot

Christof Vömel, Stanimire Z. Tomov, Lin-Wang Wang, Osni A. Marques, Jack J. Dongarra

Journal:

Journal of Computational Physics

Year:

2007

Language:

english

File:

PDF, 366 KB

english, 2007

15

State-of-the-art eigensolvers for electronic structure calculations of large scale nano-systems

Christof Vömel, Stanimire Z. Tomov, Osni A. Marques, A. Canning, Lin-Wang Wang, Jack J. Dongarra

Journal:

Journal of Computational Physics

Year:

2008

Language:

english

File:

PDF, 190 KB

english, 2008

16

Accelerating the reduction to upper Hessenberg, tridiagonal, and bidiagonal forms through hybrid GPU-based computing

Stanimire Tomov, Rajib Nath, Jack Dongarra

Journal:

Parallel Computing

Year:

2010

Language:

english

File:

PDF, 592 KB

english, 2010

17

Accelerating scientific computations with mixed precision algorithms

Marc Baboulin, Alfredo Buttari, Jack Dongarra, Jakub Kurzak, Julie Langou, Julien Langou, Piotr Luszczek, Stanimire Tomov

Journal:

Computer Physics Communications

Year:

2009

Language:

english

File:

PDF, 403 KB

english, 2009

18

Clinical Proteomics and Biomarker Discovery

DONALD J. JOHANN JR., MICHAEL D. MCGUIGAN, AMIT R. PATEL, STANIMIRE TOMOV, SALLY ROSS, THOMAS P. CONRADS, TIMOTHY D. VEENSTRA, DAVID A. FISHMAN, GORDON R. WHITELEY, EMANUEL F. PETRICOIN III, LANCE A.

Journal:

Annals of the New York Academy of Sciences

Year:

2004

File:

PDF, 6.21 MB

2004

19

A Posteriori Error Estimates for Finite Volume Element Approximations of Convection–Diffusion–Reaction Equations

Raytcho Lazarov, Stanimire Tomov

Journal:

Computational Geosciences

Year:

2002

Language:

english

File:

PDF, 348 KB

english, 2002

20

Using Mixed Precision for Sparse Matrix Computations to Enhance the Performance while Achieving 64-bit Accuracy

Buttari, Alfredo, Dongarra, Jack, Kurzak, Jakub, Luszczek, Piotr, Tomov, Stanimir

Journal:

ACM Transactions on Mathematical Software

Year:

2008

Language:

english

File:

PDF, 364 KB

english, 2008

21

Application of interactive parallel visualization for commodity-based clusters using visualization APIs

Stanimire Tomov, Robert Bennett, Michael McGuigan, Arnold Peskin, Gordon Smith, John Spiletic

Journal:

Computers & Graphics

Year:

2004

Language:

english

File:

PDF, 338 KB

english, 2004

22

Benchmarking and implementation of probability-based simulations on programmable graphics cards

Stanimire Tomov, Michael McGuigan, Robert Bennett, Gordon Smith, John Spiletic

Journal:

Computers & Graphics

Year:

2005

Language:

english

File:

PDF, 627 KB

english, 2005

23

Numerical linear algebra on emerging architectures: The PLASMA and MAGMA projects

Agullo, Emmanuel, Demmel, Jim, Dongarra, Jack, Hadri, Bilel, Kurzak, Jakub, Langou, Julien, Ltaief, Hatem, Luszczek, Piotr, Tomov, Stanimire

Journal:

Journal of Physics Conference Series

Year:

2009

Language:

english

File:

PDF, 1.83 MB

english, 2009

24

A block-asynchronous relaxation method for graphics processing units

Anzt, Hartwig, Tomov, Stanimire, Dongarra, Jack, Heuveline, Vincent

Journal:

Journal of Parallel and Distributed Computing

Year:

2013

Language:

english

File:

PDF, 999 KB

english, 2013

25

[IEEE Distributed Processing, Workshops and Phd Forum (IPDPSW) - Atlanta, GA, USA (2010.04.19-2010.04.23)] 2010 IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum (IPDPSW) - Dense linear algebra solvers for multicore with GPU accelerators

Tomov, Stanimire, Nath, Rajib, Ltaief, Hatem, Dongarra, Jack

Year:

2010

Language:

english

File:

PDF, 990 KB

english, 2010

26

A Class of Communication-avoiding Algorithms for Solving General Dense Linear Systems on CPU/GPU Parallel Machines

Baboulin, Marc, Donfack, Simplice, Dongarra, Jack, Grigori, Laura, Rémy, Adrien, Tomov, Stanimire

Journal:

Procedia Computer Science

Year:

2012

Language:

english

File:

PDF, 155 KB

english, 2012

27

Block-asynchronous Multigrid Smoothers for GPU-accelerated Systems

Anzt, Hartwig, Tomov, Stanimire, Gates, Mark, Dongarra, Jack, Heuveline, Vincent

Journal:

Procedia Computer Science

Year:

2012

Language:

english

File:

PDF, 271 KB

english, 2012

28

[IEEE 2008 DoD HPCMP Users Group Conference - Seattle, WA, USA (2008.07.14-2008.07.17)] 2008 DoD HPCMP Users Group Conference - Exploring New Architectures in Accelerating CFD for Air Force Applications

Dongarra, Jack, Peterson, Gregory, Tomov, Stanimir, Allred, Jeff, Natoli, Vincent, Richie, David

Year:

2008

Language:

english

File:

PDF, 1.11 MB

english, 2008

29

[IEEE 2012 26th IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) - Shanghai, China (2012.05.21-2012.05.25)] 2012 IEEE 26th International Parallel and Distributed Processing Symposium Workshops & PhD Forum - A Block-Asynchronous Relaxation Method for Graphics Processing Units

Anzt, Hartwig, Tomov, Stanimire, Dongarra, Jack, Heuveline, Vincent

Year:

2012

Language:

english

File:

PDF, 1.13 MB

english, 2012

30

[IEEE 2011 International Conference on Parallel Processing (ICPP) - Taipei, Taiwan (2011.09.13-2011.09.16)] 2011 International Conference on Parallel Processing - Parallel Performance Measurement of Heterogeneous Parallel Systems with GPUs

Malony, Allen D., Biersdorff, Scott, Shende, Sameer, Jagode, Heike, Tomov, Stanimire, Juckeland, Guido, Dietrich, Robert, Poole, Duncan, Lamb, Christopher

Year:

2011

Language:

english

File:

PDF, 1.65 MB

english, 2011

31

[IEEE 2011 9th IEEE/ACS International Conference on Computer Systems and Applications (AICCSA) - Sharm El-Sheikh, Egypt (2011.12.27-2011.12.30)] 2011 9th IEEE/ACS International Conference on Computer Systems and Applications (AICCSA) - LU factorization for accelerator-based systems

Agullo, Emmanuel, Augonnet, Cedric, Dongarra, Jack, Faverge, Mathieu, Langou, Julien, Ltaief, Hatem, Tomov, Stanimire

Year:

2011

Language:

english

File:

PDF, 206 KB

english, 2011

32

[IEEE 2014 IEEE International Parallel & Distributed Processing Symposium (IPDPS) - Phoenix, AZ, USA (2014.5.19-2014.5.23)] 2014 IEEE 28th International Parallel and Distributed Processing Symposium - Unified Development for Mixed Multi-GPU and Multi-coprocessor Environments Using a Lightweight Runtime Environment

Haidar, Azzam, Cao, Chongxiao, Yarkhan, Asim, Luszczek, Piotr, Tomov, Stanimire, Kabir, Khairul, Dongarra, Jack

Year:

2014

Language:

english

File:

PDF, 8.85 MB

english, 2014

33

[IEEE 2011 Symposium on Application Accelerators in High-Performance Computing (SAAHPC) - Knoxville, TN, USA (2011.07.19-2011.07.21)] 2011 Symposium on Application Accelerators in High-Performance Computing - A Class of Hybrid LAPACK Algorithms for Multicore and GPU Architectures

Horton, Mitch, Tomov, Stanimire, Dongarra, Jack

Year:

2011

Language:

english

File:

PDF, 302 KB

english, 2011

34

[IEEE 2013 IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum (IPDPSW) - Cambridge, MA, USA (2013.05.20-2013.05.24)] 2013 IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum - Tridiagonalization of a Symmetric Dense Matrix on a GPU Cluster

Yamazaki, Ichitaro, Dong, Tingxing, Tomov, Stanimire, Dongarra, Jack

Year:

2013

Language:

english

File:

PDF, 276 KB

english, 2013

35

[IEEE Distributed Processing Symposium (IPDPS) - Anchorage, AK, USA (2011.05.16-2011.05.20)] 2011 IEEE International Parallel & Distributed Processing Symposium - QR Factorization on a Multicore Node Enhanced with Multiple GPU Accelerators

Agullo, Emmanuel, Augonnet, Cedric, Dongarra, Jack, Faverge, Mathieu, Ltaief, Hatem, Thibault, Samuel, Tomov, Stanimire

Year:

2011

Language:

english

File:

PDF, 980 KB

english, 2011

36

Tridiagonalization of a dense symmetric matrix on multiple GPUs and its application to symmetric eigenvalue problems

Yamazaki, Ichitaro, Dong, Tingxing, Solcà, Raffaele, Tomov, Stanimire, Dongarra, Jack, Schulthess, Thomas

Journal:

Concurrency and Computation: Practice and Experience

Year:

2014

Language:

english

File:

PDF, 1.73 MB

english, 2014

37

[IEEE 2014 43nd International Conference on Parallel Processing (ICPP) - MN, USA (2014.9.9-2014.9.12)] 2014 43rd International Conference on Parallel Processing - A Fast Batched Cholesky Factorization on a GPU

Dong, Tingxing, Haidar, Azzam, Tomov, Stanimire, Dongarra, Jack

Year:

2014

Language:

english

File:

PDF, 1.21 MB

english, 2014

38

[IEEE 2010 International Conference on Parallel Processing Workshops (ICPPW) - San Diego, CA, USA (2010.09.13-2010.09.16)] 2010 39th International Conference on Parallel Processing Workshops - Mixed-Tool Performance Analysis on Hybrid Multicore Architectures

Du, Peng, Luszczek, Piotr, Tomov, Stanimire, Dongarra, Jack

Year:

2010

Language:

english

File:

PDF, 1.41 MB

english, 2010

39

[IEEE 2012 SC Companion: High Performance Computing, Networking, Storage and Analysis (SCC) - Salt Lake City, UT (2012.11.10-2012.11.16)] 2012 SC Companion: High Performance Computing, Networking Storage and Analysis - Abstract: A Novel Hybrid CPU-GPU Generalized Eigensolver for Electronic Structure Calculations Based on Fine Grained Memory Aware Tasks

Solca, Raffaele, Haidar, Azzam, Tomov, Stanimire, Schulthess, Thomas C., Dongarra, Jack

Year:

2012

Language:

english

File:

PDF, 284 KB

english, 2012

40

[IEEE 2011 IEEE International Conference on Cluster Computing (CLUSTER) - Austin, TX, USA (2011.09.26-2011.09.30)] 2011 IEEE International Conference on Cluster Computing - Performance Portability of a GPU Enabled Factorization with the DAGuE Framework

Bosilca, George, Bouteiller, Aurelien, Herault, Thomas, Lemarinier, Pierre, Saengpatsa, Narapat Ohm, Tomov, Stanimire, Dongarra, Jack J.

Year:

2011

Language:

english

File:

PDF, 770 KB

english, 2011

41

[IEEE 2014 IEEE International Parallel & Distributed Processing Symposium (IPDPS) - Phoenix, AZ, USA (2014.5.19-2014.5.23)] 2014 IEEE 28th International Parallel and Distributed Processing Symposium - Improving the Performance of CA-GMRES on Multicores with Multiple GPUs

Yamazaki, Ichitaro, Anzt, Hartwig, Tomov, Stanimire, Hoemmen, Mark, Dongarra, Jack

Year:

2014

Language:

english

File:

PDF, 334 KB

english, 2014

42

Autotuning GEMM Kernels for the Fermi GPU

Kurzak, Jakub, Tomov, Stanimire, Dongarra, Jack

Journal:

IEEE Transactions on Parallel and Distributed Systems

Year:

2012

Language:

english

File:

PDF, 736 KB

english, 2012

43

[IEEE 2014 IEEE International Parallel & Distributed Processing Symposium (IPDPS) - Phoenix, AZ, USA (2014.5.19-2014.5.23)] 2014 IEEE 28th International Parallel and Distributed Processing Symposium - A Step towards Energy Efficient Computing: Redesigning a Hydrodynamic Application on CPU-GPU

Dong, Tingxing, Dobrev, Veselin, Kolev, Tzanio, Rieben, Robert, Tomov, Stanimire, Dongarra, Jack

Year:

2014

Language:

english

File:

PDF, 930 KB

english, 2014

44

[IEEE 2012 SC Companion: High Performance Computing, Networking, Storage and Analysis (SCC) - Salt Lake City, UT (2012.11.10-2012.11.16)] 2012 SC Companion: High Performance Computing, Networking Storage and Analysis - Poster: A Novel Hybrid CPU-GPU Generalized Eigensolver for Electronic Structure Calculations Based on Fine Grained Memory Aware Tasks

Solca, Raffaele, Haidar, Azzam, Tomov, Stanimire, Schulthess, Thomas C., Dongarra, Jack

Year:

2012

Language:

english

File:

PDF, 617 KB

english, 2012

45

Mixed-Precision Cholesky QR Factorization and Its Case Studies on Multicore CPU with Multiple GPUs

Yamazaki, Ichitaro, Tomov, Stanimire, Dongarra, Jack

Journal:

SIAM Journal on Scientific Computing

Year:

2015

Language:

english

File:

PDF, 375 KB

english, 2015

46

[ACM Press the 20th ACM SIGPLAN Symposium - San Francisco, CA, USA (2015.02.07-2015.02.11)] Proceedings of the 20th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming - PPoPP 2015 - Towards batched linear solvers on accelerated hardware platforms

Haidar, Azzam, Dong, Tingxing, Luszczek, Piotr, Tomov, Stanimire, Dongarra, Jack

Year:

2015

Language:

english

File:

PDF, 429 KB

english, 2015

47

[ACM Press the 2009 ACM symposium - Honolulu, Hawaii (2009.03.08-2008.03.12)] Proceedings of the 2009 ACM symposium on Applied Computing - SAC '09 - Bulk based preconditioning for quantum dot computations

Vömel, Christof, Tomov, Stanimire Z., Marques, Osni

Year:

2009

Language:

english

File:

PDF, 292 KB

english, 2009

48

[ACM Press the 8th Workshop - San Francisco, CA, USA (2015.02.07-2015.02.07)] Proceedings of the 8th Workshop on General Purpose Processing using GPUs - GPGPU 2015 - Optimization for performance and energy for batched matrix computations on GPUs

Haidar, Azzam, Dong, Tingxing, Luszczek, Piotr, Tomov, Stanimire, Dongarra, Jack

Year:

2015

Language:

english

File:

PDF, 700 KB

english, 2015

49

[ACM Press the Sixth International Workshop - San Francisco, California (2015.02.07-2015.02.08)] Proceedings of the Sixth International Workshop on Programming Models and Applications for Multicores and Manycores - PMAM '15 - Energy efficiency and performance frontiers for sparse computations on GPU supercomputers

Anzt, Hartwig, Tomov, Stanimire, Dongarra, Jack

Year:

2015

Language:

english

File:

PDF, 2.29 MB

english, 2015

50

[ACM Press the 26th ACM international conference - San Servolo Island, Venice, Italy (2012.06.25-2012.06.29)] Proceedings of the 26th ACM international conference on Supercomputing - ICS '12 - Enabling and scaling matrix computations on heterogeneous multi-core and multi-GPU systems

Song, Fengguang, Tomov, Stanimire, Dongarra, Jack

Year:

2012

Language:

english

File:

PDF, 5.51 MB

english, 2012