1 Parallel Numerical Computing from Illiac IV to Exascale -
The Contributions of Ahmed H. Samen .......................... 1
Kyle A. Gallivan, Efstratios Gallopoulos, Ananth Grama,
Bernard Philippe, Eric Polizzi, Yousef Saad, Faisal Saied,
and Danny Sorensen
2 Computational Capacity-Based Codesign of Computer Systems ... 45
David J. Kuck
3 Measuring Computer Performance .............................. 75
William Jalby, David C. Wong, David J. Kuck, Jean-Thomas
Acquaviva, and Jean-Christophe Beyler
4 A Compilation Framework for the Automatic Restructuring
of Pointer-Linked Data Structures ........................... 97
Harmen L.A. van der Spek, C.W. Mattias Holm, and Harry
A.G. Wijshoff
5 Dense Linear Algebra on Accelerated Multicore Hardware ..... 123
Jack Dongarra, Jakub Kurzak, Piotr Luszczek, and
Stanimire Tomov
6 The Explicit Spike Algorithm: Iterative Solution of the
Reduced System ............................................. 147
Carl Christian Kjelgaard Mikkelsen
7 The Spike Factorization as Domain Decomposition Method;
Equivalent and Variant Approaches .......................... 157
Victor Eijkhout and Robert van de Geijn
8 Parallel Solution of Sparse Linear Systems ................. 171
Murat Manguoglu
9 Parallel Block-Jacobi SVD Methods .......................... 185
Martin Веčка, Gabriel Okša, and Marián Vajteršic
10 Robust and Efficient Multifrontal Solver for Large
Discretized PDEs ........................................... 199
Jianlin Xia
11 A Preconditioned Scheme for Nonsymmetric Saddle-Point
Problems ................................................... 219
Abdelkader Baggag
12 Effect of Ordering for Iterative Solvers in Structural
Mechanics Problems ......................................... 251
Sami A. Kilic
13 Scaling Hypre's Multigrid Solvers to 100,000 Cores ......... 261
Allison H. Baker, Robert D. Falgout, Tzanio V. Kolev, and
Ulrike Meier Yang
14 A Riemannian Dennis-Moré Condition ......................... 281
Kyle A. Gallivan, Chunhong Qi, and P.-A. Absil
15 A Jump-Start of Non-negative Least Squares Solvers ......... 295
Mu Wang and Xiaoge Wang
16 Fast Nonnegative Tensor Factorization with an Active-Set-
Like Method ................................................ 311
Jingu Kim and Haesun Park
17 Knowledge Discovery Using Nonnegative Tensor
Factorization with Visual Analytics ........................ 327
Andrey A. Puretskiy and Michael W. Berry
Index ......................................................... 343
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