Horst D. Simon

According to our database, Horst D. Simon authored at least 91 papers between 1986 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Data Driven Dimensionality Reduction to Improve Modeling Performance✱.

Joshua Chung, Marcos López de Prado, Horst D. Simon, Kesheng Wu

Proceedings of the 35th International Conference on Scientific and Statistical Database Management, 2023

2018

International Neuroscience Initiatives through the Lens of High-Performance Computing.

Kristofer E. Bouchard, James B. Aimone, Miyoung Chun, Thomas Dean, Michael Denker, Markus Diesmann, David Donofrio, Loren M. Frank, Narayanan Kasthuri, Christof Koch, Oliver Rübel, Horst D. Simon, Friedrich T. Sommer, Prabhat

Computer, 2018

2015

The TOP500 List and Progress in High-Performance Computing.

Erich Strohmaier, Hans Werner Meuer, Jack J. Dongarra, Horst D. Simon

Computer, 2015

2014

Exploring irregular time series through non-uniform fast Fourier transform.

Jung Heon Song, Marcos López de Prado, Horst D. Simon, Kesheng Wu

Proceedings of the 7th Workshop on High Performance Computational Finance, 2014

2013

Fast Change Point Detection for electricity market analysis.

William Gu, Jaesik Choi, Ming Gu, Horst D. Simon, Kesheng Wu

Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

2012

Introduction to the Special Issue.

Horst D. Simon, Jack J. Dongarra, Hemant Shukla

Int. J. High Perform. Comput. Appl., 2012

Barriers to Exascale Computing.

Horst D. Simon

Proceedings of the High Performance Computing for Computational Science, 2012

Compass: a scalable simulator for an architecture for cognitive computing.

Robert Preissl, Theodore M. Wong, Pallab Datta, Myron Flickner, Raghavendra Singh, Steven K. Esser, William P. Risk, Horst D. Simon, Dharmendra S. Modha

Proceedings of the SC Conference on High Performance Computing Networking, 2012

Billion-particle SIMD-friendly two-point correlation on large-scale HPC cluster systems.

Jatin Chhugani, Changkyu Kim, Hemant Shukla, Jongsoo Park, Pradeep Dubey, John Shalf, Horst D. Simon

Proceedings of the SC Conference on High Performance Computing Networking, 2012

2011

Panel Statement.

Yves Robert, William J. Dally, Jack J. Dongarra, Satoshi Matsuoka, Robert Schreiber, Horst D. Simon, Uzi Vishkin

Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011

Cosmic microwave background map-making at the petascale and beyond.

Rajesh Sudarsan, Julian Borrill, Christopher Cantalupo, Theodore Kisner, Kamesh Madduri, Leonid Oliker, Yili Zheng, Horst D. Simon

Proceedings of the 25th International Conference on Supercomputing, 2011, Tucson, AZ, USA, May 31, 2011

2010

Adaptive Projection Subspace Dimension for the Thick-Restart Lanczos Method.

Ichitaro Yamazaki, Zhaojun Bai, Horst D. Simon, Lin-Wang Wang, Kesheng Wu

ACM Trans. Math. Softw., 2010

2009

The cat is out of the bag: cortical simulations with 10⁹ neurons, 10¹³ synapses.

Rajagopal Ananthanarayanan, Steven K. Esser, Horst D. Simon, Dharmendra S. Modha

Proceedings of the ACM/IEEE Conference on High Performance Computing, 2009

09061 Abstracts Collection - Combinatorial Scientific Computing.

Uwe Naumann, Olaf Schenk, Horst D. Simon, Sivan Toledo

Proceedings of the Combinatorial Scientific Computing, 01.02. - 06.02.2009, 2009

Recent trends in high performance computing.

Jack J. Dongarra, Hans Werner Meuer, Horst D. Simon, Erich Strohmaier

Proceedings of the Birth of Numerical Analysis, 2009

2007

A learning framework using Green's function and kernel regularization with application to recommender system.

Chris H. Q. Ding, Rong Jin, Tao Li, Horst D. Simon

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

2006

Introduction.

Burkhard Monien, Guang Gao, Horst D. Simon, Paul G. Spirakis, Per Stenström

J. Parallel Distributed Comput., 2006

Opportunities and Challenges for Parallel Computing in Science and Engineering.

Michael A. Heroux, Padma Raghavan, Horst D. Simon

Proceedings of the Parallel Processing for Scientific Computing, 2006

Frontiers of Scientific Computing: An Overview.

Michael A. Heroux, Padma Raghavan, Horst D. Simon

Proceedings of the Parallel Processing for Scientific Computing, 2006

2005

Recent trends in the marketplace of high performance computing.

Erich Strohmaier, Jack J. Dongarra, Hans Werner Meuer, Horst D. Simon

Parallel Comput., 2005

Term norm distribution and its effects on Latent Semantic Indexing.

Parry Husbands, Horst D. Simon, Chris H. Q. Ding

Inf. Process. Manag., 2005

High-performance computing: clusters, constellations, MPPs, and future directions.

Jack J. Dongarra, Thomas L. Sterling, Horst D. Simon, Erich Strohmaier

Comput. Sci. Eng., 2005

Nonnegative Lagrangian Relaxation of <i>K</i>-Means and Spectral Clustering.

Chris H. Q. Ding, Xiaofeng He, Horst D. Simon

Proceedings of the Machine Learning: ECML 2005, 2005

2004

Link Analysis: Hubs and Authorities on the World Wide Web.

Chris H. Q. Ding, Hongyuan Zha, Xiaofeng He, Parry Husbands, Horst D. Simon

SIAM Rev., 2004

Low-Rank Approximations with Sparse Factors II: Penalized Methods with Discrete Newton-Like Iterations.

Zhenyue Zhang, Hongyuan Zha, Horst D. Simon

SIAM J. Matrix Anal. Appl., 2004

2003

NERSC "Visualization Greenbook" Future Visualization Needs of the Doe Computational Science Community Hosted at NERSC.

Bernd Hamann, E. Wes Bethel, Horst D. Simon, Juan C. Meza

Int. J. High Perform. Comput. Appl., 2003

PageRank: HITS and a Unified Framework for Link Analysis.

Chris H. Q. Ding, Xiaofeng He, Parry Husbands, Hongyuan Zha, Horst D. Simon

Proceedings of the Third SIAM International Conference on Data Mining, 2003

2002

Low-Rank Approximations with Sparse Factors I: Basic Algorithms and Error Analysis.

Zhenyue Zhang, Hongyuan Zha, Horst D. Simon

SIAM J. Matrix Anal. Appl., 2002

Web document clustering using hyperlink structures.

Xiaofeng He, Hongyuan Zha, Chris H. Q. Ding, Horst D. Simon

Comput. Stat. Data Anal., 2002

Unsupervised Learning: Self-aggregation in Scaled Principal Component Space.

Chris H. Q. Ding, Xiaofeng He, Hongyuan Zha, Horst D. Simon

Proceedings of the Principles of Data Mining and Knowledge Discovery, 2002

Adaptive dimension reduction for clustering high dimensional data.

Chris H. Q. Ding, Xiaofeng He, Hongyuan Zha, Horst D. Simon

Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

2001

Spectral Relaxation for K-means Clustering.

Hongyuan Zha, Xiaofeng He, Chris H. Q. Ding, Ming Gu, Horst D. Simon

Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001

Automatic Topic Identification Using Webpage Clustering.

Xiaofeng He, Chris H. Q. Ding, Hongyuan Zha, Horst D. Simon

Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November, 2001

A Min-max Cut Algorithm for Graph Partitioning and Data Clustering.

Chris H. Q. Ding, Xiaofeng He, Hongyuan Zha, Ming Gu, Horst D. Simon

Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November, 2001

Bipartite Graph Partitioning and Data Clustering.

Hongyuan Zha, Xiaofeng He, Chris H. Q. Ding, Ming Gu, Horst D. Simon

Proceedings of the 2001 ACM CIKM International Conference on Information and Knowledge Management, 2001

2000

Low-Rank Matrix Approximation Using the Lanczos Bidiagonalization Process with Applications.

Horst D. Simon, Hongyuan Zha

SIAM J. Sci. Comput., 2000

Thick-Restart Lanczos Method for Large Symmetric Eigenvalue Problems.

Kesheng Wu, Horst D. Simon

SIAM J. Matrix Anal. Appl., 2000

1999

On Updating Problems in Latent Semantic Indexing.

Hongyuan Zha, Horst D. Simon

SIAM J. Sci. Comput., 1999

The marketplace of high-performance computing.

Erich Strohmaier, Jack J. Dongarra, Hans Werner Meuer, Horst D. Simon

Parallel Comput., 1999

An MPI Implementation of the SPAI Preconditioner on the T3E.

Stephen T. Barnard, Luis M. Bernardo, Horst D. Simon

Int. J. High Perform. Comput. Appl., 1999

Parallel Efficiency of the Lanczos Method for Eigenvalue Problems.

Kesheng Wu, Horst D. Simon

Proceedings of the Ninth SIAM Conference on Parallel Processing for Scientific Computing, 1999

An Evaluation of the Parallel Shift-and-Invert Lanczos Method.

Kesheng Wu, Horst D. Simon

Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 1999

Building the Teraflops/Petabytes Production Supercomputing Center.

Horst D. Simon, William T. C. Kramer, Robert F. Lucas

Proceedings of the Euro-Par '99 Parallel Processing, 5th International Euro-Par Conference, Toulouse, France, August 31, 1999

1998

A Fast Poisson Solver for the Finite Difference Solution of the Incompressible Navier-Stokes Equations.

Gene H. Golub, Lan Chieh Huang, Horst D. Simon, Wei-Pai Tang

SIAM J. Sci. Comput., 1998

HARP: A Dynamic Spectral Partitioner.

Horst D. Simon, Andrew Sohn, Rupak Biswas

J. Parallel Distributed Comput., 1998

A new Lanczos method for electronic structure calculations.

Kesheng Wu, Andrew Canning, Horst D. Simon

Proceedings of the ACM/IEEE Conference on Supercomputing, 1998

S-HARP: A Scalable Parallel Dynamic Partitioner for Adaptive Mesh-based Computations.

Andrew Sohn, Horst D. Simon

Proceedings of the ACM/IEEE Conference on Supercomputing, 1998

Large-Scale SVD and Subspace-Based Methods for Information Retrieval.

Hongyuan Zha, Osni Marques, Horst D. Simon

Proceedings of the Solving Irregularly Structured Problems in Parallel, 1998

Thick-Restart Lanczos Method for Symmetric Eigenvalue Problems.

Kesheng Wu, Horst D. Simon

Proceedings of the Solving Irregularly Structured Problems in Parallel, 1998

S-HARP: A Parallel Dynamic Spectral Partitioner (A short summary).

Andrew Sohn, Horst D. Simon

Proceedings of the Solving Irregularly Structured Problems in Parallel, 1998

1997

How Good is Recursive Bisection?

Horst D. Simon, Shang-Hua Teng

SIAM J. Sci. Comput., 1997

Changing technologies of HPC.

Jack J. Dongarra, Hans Werner Meuer, Horst D. Simon, Erich Strohmaier

Future Gener. Comput. Syst., 1997

HARP: A Fast Spectral Partitioner.

Horst D. Simon, Andrew Sohn, Rupak Biswas

Proceedings of the 9th Annual ACM Symposium on Parallel Algorithms and Architectures, 1997

Conjugate-Gradient Based Electronic Structure Calculations on the Cray T3E and SGI PowerChallenge.

Bernd G. Pfrommer, Steven G. Louie, Horst D. Simon

Proceedings of the Eighth SIAM Conference on Parallel Processing for Scientific Computing, 1997

Industrial Application Areas of High-Performance Computing.

Erich Strohmaier, Jack J. Dongarra, Hans Werner Meuer, Horst D. Simon

Proceedings of the High-Performance Computing and Networking, 1997

1996

Impact Of Load Balancing On Unstructured Adaptive Grid Computations For Distributed-Memory Multiprocessors.

Andrew Sohn, Rupak Biswas, Horst D. Simon

Proceedings of the Eighth IEEE Symposium on Parallel and Distributed Processing, 1996

A Dynamic Load Balancing Framework for Unstructured Adaptive Computations on Distributed-Memory Multiprocessors.

Andrew Sohn, Rupak Biswas, Horst D. Simon

Proceedings of the 8th Annual ACM Symposium on Parallel Algorithms and Architectures, 1996

Unstructured adaptive grid computations on an array of SMPs.

Rupak Biswas, Ira Pramanick, Andrew Sohn, Horst D. Simon

Proceedings of the Conference on Parallel Computational Fluid Dynamics 1996, 1996

Dynamic Spectral Partitioning (Abstract).

Horst D. Simon, Andrew Sohn

Proceedings of the Parallel Algorithms for Irregularly Structured Problems, 1996

1995

A spectral algorithm for envelope reduction of sparse matrices.

Stephen T. Barnard, Alex Pothen, Horst D. Simon

Numer. Linear Algebra Appl., 1995

1994 Gordon Bell Prize Winners: Judges' Summary.

Alan H. Karp, Michael T. Heath, Don Heller, Horst D. Simon

Computer, 1995

Dynamic Load Balancing for Finite Element Calculations on Parallel Computers.

Eddy Pramono, Horst D. Simon, Andrew Sohn

Proceedings of the Seventh SIAM Conference on Parallel Processing for Scientific Computing, 1995

A Parallel Implementation of Multilevel Recursive Spectral Besection for Application to Adaptive Unstructured Meshes.

Stephen T. Barnard, Horst D. Simon

Proceedings of the Seventh SIAM Conference on Parallel Processing for Scientific Computing, 1995

Statistical analysis of NAS parallel benchmarks and LINPACK results.

Horst D. Simon, Erich Strohmaier

Proceedings of the High-Performance Computing and Networking, 1995

1994

A Shifted Block Lanczos Algorithm for Solving Sparse Symmetric Generalized Eigenproblems.

Roger G. Grimes, John G. Lewis, Horst D. Simon

SIAM J. Matrix Anal. Appl., January, 1994

Fast multilevel implementation of recursive spectral bisection for partitioning unstructured problems.

Stephen T. Barnard, Horst D. Simon

Concurr. Pract. Exp., 1994

1993 Gordon Bell Prize Winners: Judges' Summary.

Alan H. Karp, Don Heller, Horst D. Simon

Computer, 1994

Applications performance under OSF/1 AD and SUNMOS on Intel Paragon XP/S-15.

Subhash Saini, Horst D. Simon

Proceedings of the Proceedings Supercomputing '94, 1994

Applications Performance on Intel Paragon XP/S-15.

Subhash Saini, Horst D. Simon

Proceedings of the High-Performance Computing and Networking, 1994

1993

NAS parallel benchmark results.

David H. Bailey, Eric Barszcz, Leonardo Dagum, Horst D. Simon

IEEE Parallel Distributed Technol. Syst. Appl., 1993

1992 Gordon Bell Prize Winners.

Alan H. Karp, Ken Miura, Horst D. Simon

Computer, 1993

Gordon Bell prize lectures 1993.

Don Eric Heller, Alan H. Karp, Horst D. Simon

Proceedings of the Proceedings Supercomputing '93, 1993

A New Approach to Construction of Efficient Iterative Schemes for Massively Parallel Applications: Variable Block CG and BiCG Methods and Variable Block Arnoldi Procedure.

Horst D. Simon, A. Yeremin

Proceedings of the Sixth SIAM Conference on Parallel Processing for Scientific Computing, 1993

Parallel Preconditioning and Approximate Inverses on the Connection Machine.

Marcus J. Grote, Horst D. Simon

Proceedings of the Sixth SIAM Conference on Parallel Processing for Scientific Computing, 1993

1992

A MIMD implementation of a parallel Euler solver for unstructured grids.

V. Venkatakrishnan, Horst D. Simon, Timothy J. Barth

J. Supercomput., 1992

Experience with Massive Parallelism for CFD Applications at NASA Ames Research Center.

Horst D. Simon

Proceedings of the Supercomputer'92: Anwendungen, Architekturen, Trends, 1992

The Implementation of the U.S. High Performance Computing and Communications Program.

Christian H. Bischof, Horst D. Simon

Proceedings of the Supercomputer'92: Anwendungen, Architekturen, Trends, 1992

Towards a Fast Implementation of Spectral Nested Dissection.

Alex Pothen, Horst D. Simon, Lie Wang, Stephen T. Barnard

Proceedings of the Proceedings Supercomputing '92, 1992

Gordon Bell Prize Lectures 1992.

Alan H. Karp, Ken Miura, Horst D. Simon

Proceedings of the Proceedings Supercomputing '92, 1992

1991

Using Strassen's algorithm to accelerate the solution of linear systems.

David H. Bailey, King Lee, Horst D. Simon

J. Supercomput., 1991

1990 Gordon Bell Prize Winners.

Jack J. Dongarra, Alan H. Karp, Ken Miura, Horst D. Simon

IEEE Softw., 1991

The Nas Parallel Benchmarks.

David H. Bailey, Eric Barszcz, John T. Barton, D. S. Browning, Robert L. Carter, Leonardo Dagum, Rod A. Fatoohi, Paul O. Frederickson, T. A. Lasinski, Robert Schreiber, Horst D. Simon, V. Venkatakrishnan, Sisira Weeratunga

Int. J. High Perform. Comput. Appl., 1991

Gordon Bell prize lectures.

Jack J. Dongarra, Alan H. Karp, Ken Miura, Horst D. Simon

Proceedings of the Proceedings Supercomputing '91, 1991

The NAS parallel benchmarks - summary and preliminary results.

David H. Bailey, Eric Barszcz, John 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

Proceedings of the Proceedings Supercomputing '91, 1991

1990

Are Highly Parallel Systems Ready for Prime Time?

Horst D. Simon

Int. J. High Perform. Comput. Appl., 1990

1989

Floating Point Arithmetic in Future Supercomputers.

David H. Bailey, Horst D. Simon, John T. Barton, Martin J. Fouts

Int. J. High Perform. Comput. Appl., 1989

Parallel Preconditioners for the Connection Machine.

Horst D. Simon

Proceedings of the Fourth SIAM Conference on Parallel Processing for Scientific Computing, 1989

Spectral Algorithms for Ordering Sparse Matrices in Parallel.

Alex Pothen, Horst D. Simon

Proceedings of the Fourth SIAM Conference on Parallel Processing for Scientific Computing, 1989

1988

Solution of large, dense symmetric generalized eigenvalue problems using secondary storage.

Roger G. Grimes, Horst D. Simon

ACM Trans. Math. Softw., 1988

Performance comparison of the CRAY X-MP/24 with SDD and the CRAY-2.

Richard E. Anderson, Roger G. Grimes, Horst D. Simon

J. Supercomput., 1988

1986

The Impact of Hardware Gather/Scatter on Sparse Gaussian Elimination.

John G. Lewis, Horst D. Simon

Proceedings of the International Conference on Parallel Processing, 1986