Horst D. Simon

Horst D. Simon, Jack Dongarra, Hemant Shukla: Introduction to the Special Issue. IJHPCA 26(4): 335-336 (2012)

Jatin Chhugani, Changkyu Kim, Hemant Shukla, Jongsoo Park, Pradeep Dubey, John Shalf, Horst D. Simon: Billion-particle SIMD-friendly two-point correlation on large-scale HPC cluster systems. SC 2012: 1

Robert Preissl, Theodore M. Wong, Pallab Datta, Myron Flickner, Raghavendra Singh, Steven K. Esser, William P. Risk, Horst D. Simon, Dharmendra S. Modha: Compass: a scalable simulator for an architecture for cognitive computing. SC 2012: 54

Yves Robert, William J. Dally, Jack Dongarra, Satoshi Matsuoka, Robert Schreiber, Horst D. Simon, Uzi Vishkin: Panel Statement. IPDPS 2011: 505

Ichitaro Yamazaki, Zhaojun Bai, Horst D. Simon, Lin-Wang Wang, Kesheng Wu: Adaptive Projection Subspace Dimension for the Thick-Restart Lanczos Method. ACM Trans. Math. Softw. 37(3) (2010)

Rajagopal Ananthanarayanan, Steven K. Esser, Horst D. Simon, Dharmendra S. Modha: The cat is out of the bag: cortical simulations with 10⁹ neurons, 10¹³ synapses. SC 2009

Chris H. Q. Ding, Rong Jin, Tao Li, Horst D. Simon: A learning framework using Green's function and kernel regularization with application to recommender system. KDD 2007: 260-269

Parry Husbands, Horst D. Simon, Chris H. Q. Ding: Term norm distribution and its effects on Latent Semantic Indexing. Inf. Process. Manage. 41(4): 777-787 (2005)

Erich Strohmaier, Jack Dongarra, Hans Werner Meuer, Horst D. Simon: Recent trends in the marketplace of high performance computing. Parallel Computing 31(3-4): 261-273 (2005)

Chris H. Q. Ding, Xiaofeng He, Horst D. Simon: Nonnegative Lagrangian Relaxation of K-Means and Spectral Clustering. ECML 2005: 530-538

Zhenyue Zhang, Hongyuan Zha, Horst D. Simon: Low-Rank Approximations with Sparse Factors II: Penalized Methods with Discrete Newton-Like Iterations. SIAM J. Matrix Analysis Applications 25(4): 901-920 (2004)

Chris H. Q. Ding, Xiaofeng He, Parry Husbands, Hongyuan Zha, Horst D. Simon: PageRank: HITS and a Unified Framework for Link Analysis. SDM 2003

Xiaofeng He, Hongyuan Zha, Chris H. Q. Ding, Horst D. Simon: Web document clustering using hyperlink structures. Computational Statistics & Data Analysis 41(1): 19-45 (2002)

Chris H. Q. Ding, Xiaofeng He, Hongyuan Zha, Horst D. Simon: Adaptive dimension reduction for clustering high dimensional data. ICDM 2002: 147-154

Chris H. Q. Ding, Xiaofeng He, Hongyuan Zha, Horst D. Simon: Unsupervised Learning: Self-aggregation in Scaled Principal Component Space. PKDD 2002: 112-124

Chris H. Q. Ding, Xiaofeng He, Parry Husbands, Hongyuan Zha, Horst D. Simon: PageRank, HITS and a unified framework for link analysis. SIGIR 2002: 353-354

Hongyuan Zha, Xiaofeng He, Chris H. Q. Ding, Ming Gu, Horst D. Simon: Bipartite Graph Partitioning and Data Clustering. CIKM 2001: 25-32

Chris H. Q. Ding, Xiaofeng He, Hongyuan Zha, Ming Gu, Horst D. Simon: A Min-max Cut Algorithm for Graph Partitioning and Data Clustering. ICDM 2001: 107-114

Xiaofeng He, Chris H. Q. Ding, Hongyuan Zha, Horst D. Simon: Automatic Topic Identification Using Webpage Clustering. ICDM 2001: 195-202

Hongyuan Zha, Xiaofeng He, Chris H. Q. Ding, Ming Gu, Horst D. Simon: Spectral Relaxation for K-means Clustering. NIPS 2001: 1057-1064

Hongyuan Zha, Xiaofeng He, Chris H. Q. Ding, Ming Gu, Horst D. Simon: Bipartite graph partitioning and data clustering. CoRR cs.IR/0108018 (2001)

Erich Strohmaier, Jack Dongarra, Hans Werner Meuer, Horst D. Simon: The marketplace of high-performance computing. Parallel Computing 25(13-14): 1517-1544 (1999)

Horst D. Simon, William T. C. Kramer, Robert F. Lucas: Building the Teraflops/Petabytes Production Supercomputing Center. Euro-Par 1999: 61-77

Kesheng Wu, Horst D. Simon: An Evaluation of the Parallel Shift-and-Invert Lanczos Method. PDPTA 1999: 2913-2919

Kesheng Wu, Horst D. Simon: Parallel Efficiency of the Lanczos Method for Eigenvalue Problems. PPSC 1999

Horst D. Simon, Andrew Sohn, Rupak Biswas: HARP: A Dynamic Spectral Partitioner. J. Parallel Distrib. Comput. 50(1/2): 83-103 (1998)

Hongyuan Zha, Osni Marques, Horst D. Simon: Large-Scale SVD and Subspace-Based Methods for Information Retrieval. IRREGULAR 1998: 29-42

Kesheng Wu, Horst D. Simon: Thick-Restart Lanczos Method for Symmetric Eigenvalue Problems. IRREGULAR 1998: 43-55

Andrew Sohn, Horst D. Simon: S-HARP: A Parallel Dynamic Spectral Partitioner (A short summary). IRREGULAR 1998: 376-385

Andrew Sohn, Horst D. Simon: S-HARP: A Scalable Parallel Dynamic Partitioner for Adaptive Mesh-based Computations. SC 1998: 30

Kesheng Wu, Andrew Canning, Horst D. Simon: A new Lanczos method for electronic structure calculations. SC 1998: 35

Afonso Ferreira, José D. P. Rolim, Horst D. Simon, Shang-Hua Teng (Eds.): Solving Irregularly Structured Problems in Parallel, 5th International Symposium, IRREGULAR '98, Berkeley, California, USA, August 9-11, 1998, Proceedings. Lecture Notes in Computer Science 1457, Springer 1998, isbn 3-540-64809-7

Erich Strohmaier, Jack Dongarra, Hans Werner Meuer, Horst D. Simon: Industrial Application Areas of High-Performance Computing. HPCN Europe 1997: 3-10

Bernd G. Pfrommer, Steven G. Louie, Horst D. Simon: Conjugate-Gradient Based Electronic Structure Calculations on the Cray T3E and SGI PowerChallenge. PPSC 1997

Horst D. Simon, Andrew Sohn, Rupak Biswas: HARP: A Fast Spectral Partitioner. SPAA 1997: 43-52

Jack Dongarra, Hans Werner Meuer, Horst D. Simon, Erich Strohmaier: Changing Technologies of HPC. HPCN Europe 1996: 875-879

Horst D. Simon, Andrew Sohn: Dynamic Spectral Partitioning (Abstract). IRREGULAR 1996: 87

Andrew Sohn, Rupak Biswas, Horst D. Simon: A Dynamic Load Balancing Framework for Unstructured Adaptive Computations on Distributed-Memory Multiprocessors. SPAA 1996: 189-192

Andrew Sohn, Rupak Biswas, Horst D. Simon: Impact Of Load Balancing On Unstructured Adaptive Grid Computations For Distributed-Memory Multiprocessors. SPDP 1996: 0-

Alan H. Karp, Michael Heath, Don Heller, Horst D. Simon: 1994 Gordon Bell Prize Winners: Judges' Summary. IEEE Computer 28(1): 68-74 (1995)

Horst D. Simon, Erich Strohmaier: Statistical analysis of NAS parallel benchmarks and LINPACK results. HPCN Europe 1995: 626-633

Eddy Pramono, Horst D. Simon, Andrew Sohn: Dynamic Load Balancing for Finite Element Calculations on Parallel Computers. PPSC 1995: 599-604

Stephen T. Barnard, Horst D. Simon: A Parallel Implementation of Multilevel Recursive Spectral Besection for Application to Adaptive Unstructured Meshes. PPSC 1995: 627-632

Alan H. Karp, Don Heller, Horst D. Simon: 1993 Gordon Bell Prize Winners: Judges' Summary. IEEE Computer 27(1): 69-75 (1994)

Stephen T. Barnard, Horst D. Simon: Fast multilevel implementation of recursive spectral bisection for partitioning unstructured problems. Concurrency - Practice and Experience 6(2): 101-117 (1994)

Subhash Saini, Horst D. Simon: Applications Performance on Intel Paragon XP/S-15. HPCN 1994: 493-498

Subhash Saini, Horst D. Simon: Applications performance under OSF/1 AD and SUNMOS on Intel Paragon XP/S-15. SC 1994: 580-589

Alan H. Karp, Ken Miura, Horst D. Simon: 1992 Gordon Bell Prize Winners. IEEE Computer 26(1): 77-82 (1993)

Horst D. Simon, A. Yeremin: A New Approach to Construction of Efficient Iterative Schemes for Massively Parallel Applications: Variable Block CG and BiCG Methods and Variable Block Arnoldi Procedure. PPSC 1993: 57-60

Marcus J. Grote, Horst D. Simon: Parallel Preconditioning and Approximate Inverses on the Connection Machine. PPSC 1993: 519-523

Stephen T. Barnard, Horst D. Simon: A Fast Multilevel Implementation of Recursive Spectral Bisection for Partitioning Unstructured Problems. PPSC 1993: 711-718

Stephen T. Barnard, Alex Pothen, Horst D. Simon: A spectral algorithm for envelope reduction of sparse matrices. SC 1993: 493-502

D. E. Heller, Alan H. Karp, Horst D. Simon: Gordon Bell prize lectures 1993. SC 1993: 514-515

V. Venkatakrishnan, Horst D. Simon, Timothy J. Barth: A MIMD implementation of a parallel Euler solver for unstructured grids. The Journal of Supercomputing 6(2): 117-137 (1992)

Alex Pothen, Horst D. Simon, Lie Wang, Stephen T. Barnard: Towards a Fast Implementation of Spectral Nested Dissection. SC 1992: 42-51

David H. Bailey, Leonardo Dagum, E. Barszcz, Horst D. Simon: NAS Parallel Benchmark Results. SC 1992: 386-393

Alan H. Karp, Ken Miura, Horst D. Simon: Gordon Bell Prize Lectures 1992. SC 1992: 536-537

Horst D. Simon: Experience with Massive Parallelism for CFD Applications at NASA Ames Research Center. Supercomputer 1992: 122-136

Christian H. Bischof, Horst D. Simon: The Implementation of the U.S. High Performance Computing and Communications Program. Supercomputer 1992: 198-212

Jack Dongarra, Alan H. Karp, Ken Miura, Horst D. Simon: 1990 Gordon Bell Prize Winners. IEEE Software 8(3): 92-97 (1991)

David H. Bailey, King Lee, Horst D. Simon: Using Strassen's algorithm to accelerate the solution of linear systems. The Journal of Supercomputing 4(4): 357-371 (1991)

V. Venkatakrishnan, Horst D. Simon, Timothy J. Barth: A MIMD Implementation of a Parallel Euler Solver for Unstructured Grids. PPSC 1991: 253-256

David H. Bailey, E. Barszcz, J. T. Barton, D. S. Browning, Robert L. Carter, Leonardo Dagum, Rod Fatoohi, Paul O. Frederickson, T. A. Lasinski, Robert Schreiber, Horst D. Simon, V. Venkatakrishnan, Sisira Weeratunga: The NAS parallel benchmarks - summary and preliminary results. SC 1991: 158-165

Jack Dongarra, Alan H. Karp, Ken Miura, Horst D. Simon: Gordon Bell prize lectures. SC 1991: 328-337

Alex Pothen, Horst D. Simon: Spectral Algorithms for Ordering Sparse Matrices in Parallel. PPSC 1989: 120-121

Horst D. Simon: Parallel Preconditioners for the Connection Machine. PPSC 1989: 389-390

Richard E. Anderson, Roger G. Grimes, Horst D. Simon: Performance comparison of the CRAY X-MP/24 with SDD and the CRAY-2. The Journal of Supercomputing 1(4): 409-419 (1988)

Roger G. Grimes, Horst D. Simon: Solution of large, dense symmetric generalized eigenvalue problems using secondary storage. ACM Trans. Math. Softw. 14(3): 241-256 (1988)

John G. Lewis, Horst D. Simon: The Impact of Hardware Gather/Scatter on Sparse Gaussian Elimination. ICPP 1986: 366-368