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1

[Lecture Notes in Computer Science] Parallel Processing and Applied Mathematics Volume 10778 || Efficiency Analysis of Intel, AMD and Nvidia 64-Bit Hardware for Memory-Bound Problems: A Case Study of Ab Initio Calculations with VASP

Wyrzykowski, Roman, Dongarra, Jack, Deelman, Ewa, Karczewski, Konrad

Year:

2018

Language:

english

File:

PDF, 421 KB

english, 2018

2

Generalized QR factorization and its applications

E. Anderson, Z. Bai, J. Dongarra

Journal:

Linear Algebra and its Applications

Year:

1992

Language:

english

File:

PDF, 1.17 MB

english, 1992

3

LAPACK Users' Guide Volume 14 || 2. Contents of LAPACK

Anderson, E., Bai, Z., Bischof, C., Blackford, L. S., Demmel, J., Dongarra, J., Du Croz, J., Greenbaum, A., Hammarling, S., McKenney, A., Sorensen, D.

Year:

1999

Language:

english

File:

PDF, 2.30 MB

english, 1999

4

Java access to numerical libraries

Casanova, Henri, Dongarra, Jack, Doolin, David M.

Journal:

Concurrency Practice and Experience

Year:

1997

Language:

english

File:

PDF, 94 KB

english, 1997

5

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

6

[Lecture Notes in Computer Science] Computational Science - ICCS 2004 Volume 3039 || Teaching Computational Science Using VPython and Virtual Reality

Bubak, Marian, van Albada, Geert Dick, Sloot, Peter M. A., Dongarra, Jack

Year:

2004

Language:

english

File:

PDF, 221 KB

english, 2004

7

[Lecture Notes in Computer Science] Computational Science – ICCS 2005 Volume 3514 || Vectorized Sparse Matrix Multiply for Compressed Row Storage Format

Sunderam, Vaidy S., van Albada, Geert Dick, Sloot, Peter M. A., Dongarra, Jack J.

Year:

2005

Language:

english

File:

PDF, 150 KB

english, 2005

8

[Lecture Notes in Computer Science] Computational Science – ICCS 2018 Volume 10861 || Extreme Market Prediction for Trading Signal with Deep Recurrent Neural Network

Shi, Yong, Fu, Haohuan, Tian, Yingjie, Krzhizhanovskaya, Valeria V., Lees, Michael Harold, Dongarra, Jack, Sloot, Peter M. A.

Year:

2018

Language:

english

File:

PDF, 958 KB

english, 2018

9

The LINPACK Benchmark: past, present and future

Jack J. Dongarra, Piotr Luszczek, Antoine Petitet

Journal:

Concurrency and Computation: Practice and Experience

Year:

2003

Language:

english

File:

PDF, 199 KB

english, 2003

10

Templates for the Solution of Algebraic Eigenvalue Problems (A Practical Guide) || 5. Generalized Hermitian Eigenvalue Problems

Bai, Zhaojun, Demmel, James, Dongarra, Jack, Ruhe, Axel, van der Vorst, Henk

Year:

2000

Language:

english

File:

PDF, 305 KB

english, 2000

11

Templates for the Solution of Algebraic Eigenvalue Problems (A Practical Guide) || 1. Introduction

Bai, Zhaojun, Demmel, James, Dongarra, Jack, Ruhe, Axel, van der Vorst, Henk

Year:

2000

Language:

english

File:

PDF, 128 KB

english, 2000

12

Templates for the Solution of Algebraic Eigenvalue Problems (A Practical Guide) || 3. An Introduction to Iterative Projection Methods

Bai, Zhaojun, Demmel, James, Dongarra, Jack, Ruhe, Axel, van der Vorst, Henk

Year:

2000

Language:

english

File:

PDF, 161 KB

english, 2000

13

Templates for the Solution of Algebraic Eigenvalue Problems (A Practical Guide) || 2. A Brief Tour of Eigenproblems

Bai, Zhaojun, Demmel, James, Dongarra, Jack, Ruhe, Axel, van der Vorst, Henk

Year:

2000

Language:

english

File:

PDF, 340 KB

english, 2000

14

Templates for the Solution of Algebraic Eigenvalue Problems (A Practical Guide) || 4. Hermitian Eigenvalue Problems

Bai, Zhaojun, Demmel, James, Dongarra, Jack, Ruhe, Axel, van der Vorst, Henk

Year:

2000

Language:

english

File:

PDF, 623 KB

english, 2000

15

Templates for the Solution of Algebraic Eigenvalue Problems (A Practical Guide) || 6. Singular Value Decomposition

Bai, Zhaojun, Demmel, James, Dongarra, Jack, Ruhe, Axel, van der Vorst, Henk

Year:

2000

Language:

english

File:

PDF, 238 KB

english, 2000

16

Templates for the Solution of Algebraic Eigenvalue Problems (A Practical Guide) || 8. Generalized Non-Hermitian Eigenvalue Problems

Bai, Zhaojun, Demmel, James, Dongarra, Jack, Ruhe, Axel, van der Vorst, Henk

Year:

2000

Language:

english

File:

PDF, 463 KB

english, 2000

17

Templates for the Solution of Algebraic Eigenvalue Problems (A Practical Guide) || 7. Non-Hermitian Eigenvalue Problems

Bai, Zhaojun, Demmel, James, Dongarra, Jack, Ruhe, Axel, van der Vorst, Henk

Year:

2000

Language:

english

File:

PDF, 807 KB

english, 2000

18

ScaLAPACK Users' Guide || 1. Essentials

Blackford, L. S., Choi, J., Cleary, A., D'Azevedo, E., Demmel, J., Dhillon, I., Dongarra, J., Hammarling, S., Henry, G., Petitet, A., Stanley, K., Walker, D., Whaley, R. C.

Year:

1997

Language:

english

File:

PDF, 527 KB

english, 1997

19

[Lecture Notes in Computer Science] Computational Science - ICCS 2004 Volume 3037 || Numerical Continuation of Branch Points of Limit Cycles in MATCONT

Bubak, Marian, van Albada, Geert Dick, Sloot, Peter M. A., Dongarra, Jack

Year:

2004

Language:

english

File:

PDF, 246 KB

english, 2004

20

High Performance Development for High End Computing With Python Language Wrapper (PLW)

Luszczek, P., Dongarra, J.

Journal:

International Journal of High Performance Computing Applications

Year:

2007

Language:

english

File:

PDF, 417 KB

english, 2007

21

ALGORITHM 710; FORTRAN subroutines for computing the eigenvalues and eigenvectors of a general matrix by reduction to general tridiagonal form

Dongarra, J. J., Geist, G. A., Romine, C. H.

Journal:

ACM Transactions on Mathematical Software

Year:

1992

Language:

english

File:

PDF, 563 KB

english, 1992

22

[Lecture Notes in Computer Science] Computational Science – ICCS 2018 Volume 10861 || Deep Learning and Wavelets for High-Frequency Price Forecasting

Shi, Yong, Fu, Haohuan, Tian, Yingjie, Krzhizhanovskaya, Valeria V., Lees, Michael Harold, Dongarra, Jack, Sloot, Peter M. A.

Year:

2018

Language:

english

File:

PDF, 680 KB

english, 2018

23

[Lecture Notes in Computer Science] Computational Science – ICCS 2018 Volume 10861 || Research on Stock Price Forecast Based on News Sentiment Analysis—A Case Study of Alibaba

Shi, Yong, Fu, Haohuan, Tian, Yingjie, Krzhizhanovskaya, Valeria V., Lees, Michael Harold, Dongarra, Jack, Sloot, Peter M. A.

Year:

2018

Language:

english

File:

PDF, 564 KB

english, 2018

24

[Lecture Notes in Computer Science] Computational Science – ICCS 2018 Volume 10861 || An Efficient Deep Learning Model for Recommender Systems

Shi, Yong, Fu, Haohuan, Tian, Yingjie, Krzhizhanovskaya, Valeria V., Lees, Michael Harold, Dongarra, Jack, Sloot, Peter M. A.

Year:

2018

Language:

english

File:

PDF, 620 KB

english, 2018

25

[Lecture Notes in Computer Science] Computational Science – ICCS 2018 Volume 10862 || AdaBoost-LSTM Ensemble Learning for Financial Time Series Forecasting

Shi, Yong, Fu, Haohuan, Tian, Yingjie, Krzhizhanovskaya, Valeria V., Lees, Michael Harold, Dongarra, Jack, Sloot, Peter M. A.

Year:

2018

Language:

english

File:

PDF, 349 KB

english, 2018

26

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

27

[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

28

[Lecture Notes in Computer Science] Computational Science – ICCS 2019 Volume 11538 (19th International Conference, Faro, Portugal, June 12–14, 2019, Proceedings, Part III) || Comparison of Constraint-Handling Techniques for Metaheuristic Optimization

Rodrigues, João M. F., Cardoso, Pedro J. S., Monteiro, Jânio, Lam, Roberto, Krzhizhanovskaya, Valeria V., Lees, Michael H., Dongarra, Jack J., Sloot, Peter M.A.

Year:

2019

Language:

english

File:

PDF, 249 KB

english, 2019

29

Scalability Issues Affecting the Design of a Dense Linear Algebra Library

J.J. Dongarra, R.A. Vandegeijn, D.W. Walker

Journal:

Journal of Parallel and Distributed Computing

Year:

1994

File:

PDF, 1.31 MB

1994

30

Key concepts for parallel out-of-core LU factorization

J.J. Dongarra, S. Hammarling, D.W. Walker

Journal:

Computers & Mathematics with Applications

Year:

1998

Language:

english

File:

PDF, 1.29 MB

english, 1998

31

Chebyshev tau-QZ algorithm methods for calculating spectra of hydrodynamic stability problems

J.J. Dongarra, B. Straughan, D.W. Walker

Journal:

Applied Numerical Mathematics

Year:

1996

Language:

english

File:

PDF, 1.83 MB

english, 1996

32

A Fully Parallel Algorithm for the Symmetric Eigenvalue Problem

Dongarra, J. J., Sorensen, D. C.

Journal:

SIAM Journal on Scientific and Statistical Computing

Year:

1987

Language:

english

File:

PDF, 1.71 MB

english, 1987

33

Algorithm-Based Fault Tolerance for Fail-Stop Failures

Zizhong Chen,, Dongarra, J.

Journal:

IEEE Transactions on Parallel and Distributed Systems

Year:

2008

Language:

english

File:

PDF, 2.29 MB

english, 2008

34

[Lecture Notes in Computer Science] Computational Science – ICCS 2008 Volume 5102 || Multiscale Models of Quantum Dot Based Nanomaterials and Nanodevices for Solar Cells

Bubak, Marian, van Albada, Geert Dick, Dongarra, Jack, Sloot, Peter M. A.

Year:

2008

Language:

english

File:

PDF, 2.30 MB

english, 2008

35

Templates for the Solution of Algebraic Eigenvalue Problems (A Practical Guide) || 10. Common Issues

Bai, Zhaojun, Demmel, James, Dongarra, Jack, Ruhe, Axel, van der Vorst, Henk

Year:

2000

Language:

english

File:

PDF, 237 KB

english, 2000

36

Templates for the Solution of Algebraic Eigenvalue Problems (A Practical Guide) || 11. Preconditioning Techniques

Bai, Zhaojun, Demmel, James, Dongarra, Jack, Ruhe, Axel, van der Vorst, Henk

Year:

2000

Language:

english

File:

PDF, 2.13 MB

english, 2000

37

Templates for the Solution of Algebraic Eigenvalue Problems (A Practical Guide) || 9. Nonlinear Eigenvalue Problems

Bai, Zhaojun, Demmel, James, Dongarra, Jack, Ruhe, Axel, van der Vorst, Henk

Year:

2000

Language:

english

File:

PDF, 378 KB

english, 2000

38

[Lecture Notes in Computer Science] Computational Science – ICCS 2006 Volume 3992 || Phase Response Curves, Delays and Synchronization in Matlab

Alexandrov, Vassil N., van Albada, Geert Dick, Sloot, Peter M. A., Dongarra, Jack

Year:

2006

Language:

english

File:

PDF, 390 KB

english, 2006

39

[Lecture Notes in Computer Science] Computational Science – ICCS 2009 Volume 5544 || Solving Sparse Linear Systems on NVIDIA Tesla GPUs

Allen, Gabrielle, Nabrzyski, Jarosław, Seidel, Edward, van Albada, Geert Dick, Dongarra, Jack, Sloot, Peter M. A.

Year:

2009

Language:

english

File:

PDF, 187 KB

english, 2009

40

A set of level 3 basic linear algebra subprograms

Dongarra, J. J., Du Croz, Jeremy, Hammarling, Sven, Duff, I. S.

Journal:

ACM Transactions on Mathematical Software

Year:

1990

Language:

english

File:

PDF, 1.03 MB

english, 1990

41

[Lecture Notes in Computer Science] Computational Science — ICCS 2003 Volume 2657 || Numerical Continuation of Fold Bifurcations of Limit Cycles in MATCONT

Sloot, Peter M. A., Abramson, David, Bogdanov, Alexander V., Dongarra, Jack J., Zomaya, Albert Y., Gorbachev, Yuriy E.

Year:

2003

Language:

english

File:

PDF, 291 KB

english, 2003

42

Implementing Linear Algebra Algorithms for Dense Matrices on a Vector Pipeline Machine

J. J. Dongarra, F. G. Gustavson and A. Karp

Journal:

Year:

1984

Language:

english

File:

PDF, 1.35 MB

english, 1984

43

LAPACK Users' Guide || Back Matter

Anderson, E., Bai, Z., Bischof, C., Blackford, L. S., Demmel, J., Dongarra, J., Du Croz, J., Greenbaum, A., Hammarling, S., McKenney, A., Sorensen, D.

Year:

1999

Language:

english

File:

PDF, 1.23 MB

english, 1999

44

Parallel Two-Sided Matrix Reduction to Band Bidiagonal Form on Multicore Architectures

Ltaief, H., Kurzak, J., Dongarra, J.

Journal:

IEEE Transactions on Parallel and Distributed Systems

Year:

2010

Language:

english

File:

PDF, 1.01 MB

english, 2010

45

Communication-Avoiding Symmetric-Indefinite Factorization

Ballard, Grey, Becker, Dulceneia, Demmel, James, Dongarra, Jack, Druinsky, Alex, Peled, Inon, Schwartz, Oded, Toledo, Sivan, Yamazaki, Ichitaro

Journal:

SIAM Journal on Matrix Analysis and Applications

Year:

2014

Language:

english

File:

PDF, 1.07 MB

english, 2014

46

Computer benchmarking: Paths and pitfalls: The most popular way of rating computer performance can confuse as well as inform; avoid misunderstanding by asking just what the benchmark is measuring

Dongarra, Jack, Martin, Joanne L., Worlton, Jack

Journal:

Year:

1987

Language:

english

File:

PDF, 30.84 MB

english, 1987

47

[Lecture Notes in Computer Science] Computational Science — ICCS 2002 Volume 2331 || Solving Orthogonal Matrix Differential Systems in Mathematica

Sloot, Peter M. A., Hoekstra, Alfons G., Tan, C. J. Kenneth, Dongarra, Jack J.

Year:

2002

Language:

english

File:

PDF, 458 KB

english, 2002

48

[Lecture Notes in Computer Science] Recent Advances in Parallel Virtual Machine and Message Passing Interface Volume 5759 || The MPI 2.2 Standard and the Emerging MPI 3 Standard

Ropo, Matti, Westerholm, Jan, Dongarra, Jack

Year:

2009

Language:

english

File:

PDF, 50 KB

english, 2009

49

[Lecture Notes in Computer Science] Computational Science — ICCS 2002 Volume 2331 || hypre: A Library of High Performance Preconditioners

Sloot, Peter M. A., Hoekstra, Alfons G., Tan, C. J. Kenneth, Dongarra, Jack J.

Year:

2002

Language:

english

File:

PDF, 347 KB

english, 2002

50

LINPACK Users' Guide || 10. Updating QR & Cholesky Decompositions

Dongarra, J. J., Moler, C. B., Bunch, J. R., Stewart, G. W.

Year:

1979

Language:

english

File:

PDF, 716 KB

english, 1979