Horst D. Simon

Horst D. Simon's AcademicInfluence.com Rankings

Horst D. Simon

Computer Science

#8144

World Rank

#8566

Historical Rank

Parallel Computing

#43

World Rank

#45

Historical Rank

computer-science Degrees

Horst D. Simon

Mathematics

#7056

World Rank

#9666

Historical Rank

Measure Theory

#1825

World Rank

#2232

Historical Rank

mathematics Degrees

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Computer Science
Mathematics

Horst D. Simon's Degrees

PhD Mathematics University of California, Berkeley
Masters Mathematics University of California, Berkeley

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Horst D. Simon's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

The Nas Parallel Benchmarks (1991) (2791)
Partitioning of unstructured problems for parallel processing (1991) (918)
A min-max cut algorithm for graph partitioning and data clustering (2001) (915)
Spectral Relaxation for K-means Clustering (2001) (696)
Fast multilevel implementation of recursive spectral bisection for partitioning unstructured problems (1994) (655)
The NAS parallel benchmarks summary and preliminary results (1991) (540)
A Shifted Block Lanczos Algorithm for Solving Sparse Symmetric Generalized Eigenproblems (1994) (450)
Bipartite graph partitioning and data clustering (2001) (361)
The Lanczos algorithm with partial reorthogonalization (1984) (301)
The cat is out of the bag: cortical simulations with 109 neurons, 1013 synapses (2009) (296)
Thick-Restart Lanczos Method for Large Symmetric Eigenvalue Problems (2000) (280)
How Good is Recursive Bisection? (1997) (256)
On the Equivalence of Nonnegative Matrix Factorization and K-means - Spectral Clustering (2005) (232)
Adaptive dimension reduction for clustering high dimensional data (2002) (229)
PageRank, HITS and a unified framework for link analysis (2002) (223)
A spectral algorithm for envelope reduction of sparse matrices (1993) (212)
On Updating Problems in Latent Semantic Indexing (1997) (169)
Analysis of the symmetric Lanczos algorithm with reorthogonalization methods (1984) (167)
Progress in Sparse Matrix Methods for Large Linear Systems On Vector Supercomputers (1987) (157)
Web document clustering using hyperlink structures (2001) (143)
Low-Rank Matrix Approximation Using the Lanczos Bidiagonalization Process with Applications (1999) (142)
Link Analysis: Hubs and Authorities on the World Wide Web (2004) (139)
NAS parallel benchmark results (1993) (134)
TOP/DOMDEC : a software tool for mesh partitioning and parallel processing and applications to CSM a (1995) (134)
Compass: A scalable simulator for an architecture for cognitive computing (2012) (114)
NAS parallel benchmark results (1992) (114)
On the use of the singular value decomposition for text retrieval (2000) (113)
On estimating the largest eigenvalue with the Lanczos algorithm (1982) (100)
Automatic topic identification using webpage clustering (2001) (97)
Spectral min-max cut for graph partitioning and data clustering (2001) (87)
Towards a fast implementation of spectral nested dissection (1992) (85)
High-performance computing: clusters, constellations, MPPs, and future directions (2003) (84)
Low-Rank Approximations with Sparse Factors I: Basic Algorithms and Error Analysis (2001) (74)
Parallel preconditioning and approximation inverses on the Connection Machine (1992) (64)
A learning framework using Green's function and kernel regularization with application to recommender system (2007) (61)
Parallel Processing for Scientific Computing (2006) (60)
Spectral relaxation models and structure analysis for K-way graph clustering and bi-clustering (2001) (56)
Two Conjugate-Gradient-Type Methods for Unsymmetric Linear Equations (1988) (55)
Recent trends in the marketplace of high performance computing (2005) (55)
An MPI Implementation of the SPAI Preconditioner on the T3E (1997) (55)
Thick-Restart Lanczos Method for Symmetric Eigenvalue Problems (1998) (53)
Using Strassen's algorithm to accelerate the solution of linear systems (1991) (53)
A parallel Lanczos method for symmetric generalized eigenvalue problems (1999) (52)
TOP500 Supercomputer sites 11/2000 (2000) (51)
Unconstrained Energy Functionals for Electronic Structure Calculations (1998) (48)
The marketplace of high-performance computing (1999) (47)
Thick-Restart Lanczos Method for Electronic Structure Calculations (1999) (43)
Nonnegative Lagrangian Relaxation of K-Means and Spectral Clustering (2005) (42)
The TOP500 List and Progress in High-Performance Computing (2015) (40)
Adaptive Projection Subspace Dimension for the Thick-Restart Lanczos Method (2010) (39)
A dynamic load balancing framework for unstructured adaptive computations on distributed-memory multiprocessors (1996) (37)
Parallel computational fluid dynamics: implementations and results (1992) (35)
The lanczos algorithm for solving symmetric linear systems (1982) (35)
The Impact of Hardware Gather/Scatter on Sparse Gaussian Elimination (1988) (34)
A Parallel Implementation of Multilevel Recursive Spectral Bisection for Application to Adaptive Unstructured Meshes. Chapter 1 (1994) (33)
HARP: a fast spectral partitioner (1997) (32)
Incomplete LU Preconditioners for Conjugate-Gradient-Type Iterative Methods (1988) (32)
Proceedings of the Seventh SIAM Conference on Parallel Processing for Scientific Computing, PPSC 1995, San Francisco, California, USA, February 15-17, 1995 (1995) (31)
Advancing Interactive Visualization and Computational Steering (1996) (30)
Impact of load balancing on unstructured adaptive grid computations for distributed-memory multiprocessors (1996) (28)
Evaluation of orderings for unsymmetric sparse matrics (1987) (28)
Large-Scale SVD and Subspace-Based Methods for Information Retrieval (1998) (28)
A new algorithm for finding a pseudoperipheral node in a graph (1990) (28)
Bisection is not Optimal on Vector Processors (1989) (26)
Solution of large, dense symmetric generalized eigenvalue problems using secondary storage (1988) (26)
A MinMaxCut Spectral Method for Data Clustering and Graph Partitioning (2003) (26)
Future directions in computing and CFD (1992) (26)
Unsupervised Learning: Self-aggregation in Scaled Principal Component Space (2002) (24)
Low-Rank Approximations with Sparse Factors II: Penalized Methods with Discrete Newton-Like Iterations (2004) (23)
Scientific Applications of the Connection Machine (1992) (22)
HARP: A Dynamic Spectral Partitioner (1998) (21)
Parallel Processing for Scientific Computing (Software, Environments and Tools) (2006) (20)
Eigenvalue Problems and Algorithms in Structural Engineering (1986) (20)
Term norm distribution and its effects on Latent Semantic Indexing (2005) (19)
A Parallel Implementation of Multilevel Recursive Spectral Besection for Application to Adaptive Unstructured Meshes (1995) (19)
Creating science-driven computer architecture: A new path to scientific leadership (2002) (19)
A MIMD implementation of a parallel Euler solver for unstructured grids (1991) (19)
Low rank matrix approximation using the Lanczos Bidiagonalization Process (1997) (18)
NAS Parallel Benchmark Results 1295 (1993) (18)
Billion-particle SIMD-friendly two-point correlation on large-scale HPC cluster systems (2012) (18)
NERSC “Visualization Greenbook” Future Visualization Needs of the Doe Computational Science Community Hosted at NERSC (2002) (16)
The solution of large dense generalized eigenvalue problems on the Cray X-MP/24 with SSD (1987) (15)
Science-driven system architecture: A new process for leadership class computing (2004) (15)
TRLAN User Guide (1999) (14)
THE NAS PARALLELBENCHMARKS (1991) (14)
S-HARP: A Scalable Parallel Dynamic Partitioner for Adaptive Mesh-based Computations (1998) (14)
Performance Results on the Intel Touchstone Gamma Prototype (1990) (14)
The TOP500: History, Trends, and Future Directions in High Performance Computing (2020) (13)
Parallel CFD: current status and future requirements (1992) (12)
Applications performance under OSF/1 AD and SUNMOS on Intel Paragon XP/S-15 (1994) (12)
Fast Change Point Detection for electricity market analysis (2013) (11)
JOVE: A Dynamic Load Balancing Framework for Adaptive Computations on an SP-2 Distributed-Memory Multiprocessor (2007) (11)
Barriers to Exascale Computing (2012) (11)
A New Approach to Construction of Efficient Iterative Schemes for Massively Parallel Applications: Variable Block CG and BiCG Methods and Variable Block Arnoldi Procedure (1993) (11)
Towards the Teraflops capability for CFD (1992) (11)
Experience in using SIMD and MIMD parallelism for computational fluid dynamics (1993) (10)
Enhancing applications performance on Intel Paragon through dynamic memory allocation (1993) (10)
Parallel Computational Fluid Dynamics (1992) (10)
Computational biology and high performance computing (1999) (10)
Spectral Nested Dissection 1 (1992) (10)
Building the Teraflops/Petabytes Production Supercomputing Center (1999) (9)
Dynamic Restarting Schemes for Eigenvalue Problems (1999) (9)
1992 Gordon Bell Prize Winners (1993) (9)
Parallel Sparse Cholesky Factorization with Spectral Nested Dissection Ordering. Chapter 1 (2019) (8)
Analysis of hubs and authorities on the web (2001) (8)
P-HARP: A parallel dynamic spectral partitioner (1997) (8)
Floating Point Arithmetic in Future Supercomputers (1989) (7)
Statistical analysis of NAS parallel benchmarks and LINPACK results (1995) (7)
Biannual Top-500 Computer Lists Track Changing Environments for Scientific Computing from the First Vector Machines to Today's Cluster-based Systems (2001) (7)
Changing technologies of HPC (1996) (7)
Are Highly Parallel Systems Ready for Prime Time? (1990) (7)
Exploring Irregular Time Series through Non-Uniform Fast Fourier Transform (2014) (6)
Panel Statement (2011) (6)
Spectral ordering techniques for incomplete LU preconditoners for CG methods (1995) (6)
Dynamic Load Balancing for Finite Element Calculations on Parallel Computers (1995) (6)
High Performance Computing Today (2000) (5)
Communications Latency Hiding Techniques for a Reconfigurable Optical Interconnect: Benchmark Studies (1998) (5)
High Performance Programming Using Explicit Shared Memory Model on the Cray T3D (1994) (5)
S-HARP: A Parallel Dynamic Spectral Partitioner (A short summary) (1998) (5)
Parallel Computational Fluid Dynamics: Current Status and Future Requirements (1994) (5)
1994 Gordon Bell Prize Winners: Judges' Summary (1995) (5)
Parallel Preconditioning for CFD Problems on the CM-5 (1994) (5)
TOP500 Supercomputers for June 2002 (2002) (4)
Future directions in scientific supercomputing for computational physics (2002) (4)
Gordon Bell prize lectures (1991) (4)
Six Years of Parallel Computing at NAS (1987 - 1993): What Have we Learned? (1995) (4)
Proceedings of the Conference on Scientific Applications of the Connection Machine (1989) (4)
Self-aggregation in scaled principal component space (2001) (4)
Evaluation of leading scalar and vector architectures for scientific computations (2004) (4)
17th Edition of TOP500 List of World's Fastest SupercomputersReseased (2001) (4)
Applications Performance on Intel Paragon XP/S-15 (1994) (4)
Science-Driven Computing: NERSC's Plan for 2006-2010 (2005) (4)
Recent trends in high performance computing (2009) (4)
The Recent Revolution in High Performance Computing (1997) (3)
An Evaluation of the Parallel Shift-and-Invert Lanczos Method (1999) (3)
Special Report: 1990 Gordon Bell Prize Winners (1991) (3)
New software for large dense symmetric generalized eigenvalue problems using secondary storage (1988) (3)
Industrial Application Areas of High-Performance Computing (1997) (3)
TOP500 Sublist for November 2001 (2001) (3)
Data-Parallel Programming on MIMD Computers.@@@Unstructured Scientific Computation on Scalable Multiprocessors.@@@Parallel Computational Fluid Dynamics: Implementations and Results. (1994) (2)
Performance of Ultra-Scale Applications on Leading Vector and Scalar HPC Platforms (2005) (2)
TOP500 Supercomputer sites 11/2000 - eScholarship (2000) (2)
Parameter Analysis of the VPIN (Volume Synchronized Probability of Informed Trading) Metric (2014) (2)
A Shifted Block Lanczos Algorithm 1: The Block Recurrence (1990) (2)
Cosmic microwave background map-making at the petascale and beyond (2011) (2)
Reinventing the supercomputer center at NERSC (1997) (2)
Performance comparison of the CRAY X-MP/24 with SDD and the CRAY-2 (1988) (2)
Frontiers of Scientific Computing: An Overview (2006) (1)
The Implementation of the U.S. High Performance Computing and Communications Program (1992) (1)
High Performance Distributed Computing in a Supercomputer Environment: Computational Services and Applications Issues (1994) (1)
High-Performance Computing in Industry (1997) (1)
Petascale Computing for Science (2005) (1)
Features of architecture independent parallel CFD software (1993) (1)
Building the Teraflops/Petabytes Production Computing Center (1999) (1)
The TOP25 Supercomputer Sites (1996) (1)
Parallel Efficiency of the Lanczos Method for Eigenvalue Problems (1998) (1)
S-HARP : A Parallel Dynamic Spectral (1997) (1)
Evolution of the HPC Market (1997) (1)
1990 Gordon Bell Prize Winners (1991) (1)
Experience with Massive Parallelism for CFD Applications at NASA Ames Research Center (1992) (1)
Extracting Signals from High-Frequency Trading with Digital Signal Processing Tools (2019) (1)
Unstructured adaptive grid computations on an array of SMPs (1996) (1)
S-HARP : A Parallel Dynamic Spectral (1997) (1)
Dynamic Spectral Partitioning (Abstract) (1996) (1)
Partitioning Sparse Matrices with Eigenvectors of Graphs (1)
TOP500 Supercomputers for June 2003 (2003) (1)
Aerodynamic simulation on massively parallel systems (1992) (1)
nu-TRLan User Guide Version 1.0: A High-Performance Software Package for Large-Scale Harmitian Eigenvalue Problems (2008) (1)
Dynamic Load Balancing for Grid Partitioning on a SP-2 Multiprocessor: A Framework (1994) (1)
Banded Preconditioning for the Solution of Symmetric Positive Definite Linear Systems (1983) (0)
TOP500 Supercomputers for June 2005 (2005) (0)
Experiences in Solving Large Eigenvalue Problems on the (ray X-mp Experiences in Solving Large Eigenvalue Problems on the Cra Y X-mp (1986) (0)
Experiences in Solving Large Eigenvalue Problems on the (ray X-mp Experiences in Solving Large Eigenvalue Problems on the Cra Y X-mp (1986) (0)
Acknowledgments We Have Enjoyed Research Discussions With (1994) (0)
Performance Comparison of the CRA Y X-MP/24 with SDD and the CRA Y-2 (2004) (0)
Parallel Preconditioners for the Connection Machine (1989) (0)
Towards the Teraflop in CFD (1992) (0)
TOP500 Supercomputers for November 2003 (2003) (0)
NERSC: Advancing the Frontiers of Computational Science and Technology (1996) (0)
1993 Gordon Bell Prize Winners: Judges' Summary (1994) (0)
Introduction to the Special Issue (2012) (0)
Conjugate-Gradient Based Electronic Structure Calculations on the Cray T3E and SGI PowerChallenge (1997) (0)
Parallel EÆciency of the Lanczos Method for Eigenvalue Problems y (2000) (0)
Supporting National User Communities at NERSC and NCAR (2006) (0)
Special Section on Sparse Matrix Algorithms on Supercomputers (1989) (0)
TOP500 Supercomputers for November 2004 (2004) (0)
Parallel programming of industrial applications (1998) (0)
An MPI Implementation of the SPAIPreconditioner on the T3E (2006) (0)
Dynamic Load Balancing for Computational Plasticity on Parallel Computers (1994) (0)
Computational Biology and High Performance Computing 2000 (2000) (0)
lnterachve Visualization and Computational (1996) (0)
Special Issue: Manycore and Accelerator-based High-performance Scientific Computing Introduction (2012) (0)
A catalog of Berkeley Lab computing sciences' capabilities for computational biology and data management (2004) (0)
Introduction to Partitioning and Scheduling Minitrack (1996) (0)
The future of industrial parallel computing (1999) (0)
Opportunities and Challenges for Parallel Computing in Science and Engineering (2006) (0)
TOP500 Supercomputers for June 2004 (2004) (0)
Intraday Patterns in Natural Gas Futures: Extracting Signals from High-Frequency Trading Data (2015) (0)
Ordering Methods for Sparse Matrices and Vector Computers. (1986) (0)
09061 Abstracts Collection -- Combinatorial Scientific Computing : Dagstuhl Seminar (2009) (0)
Spectral Algorithms for Ordering Sparse Matrices in Parallel (1989) (0)
Dynamic Load Balancing for Finite Element Calculations on Parallel Computers. Chapter 1 (1994) (0)
09061 Abstracts Collection - Combinatorial Scientific Computing (2009) (0)
HARP: A Dynamic Inertial Spectral Partitioner (1997) (0)
Preface to the Special Section on Sparse Matrices (1990) (0)
B No Lockout \an Ecient Protocol for Checkpointing Recovery in Distibuted Systems", to Appear in Ieee Trans. Parallel and Appendix (proofs) (1993) (0)
TOP500 Supercomputers for November 2002 (2002) (0)
IPDPS 2011 Tuesday 25th Year Panel - Looking back (2011) (0)
1 BOUNDS FOR THE DOMINANT EIGENVECTOR OF A GRAPH (0)
Performance of BLAS 3, FFTs and NAS Parallel Benchmarks on Cray T3D (1994) (0)
Gordon Bell prize lectures 1993 (1993) (0)
National facility for advanced computational science: A sustainable path to scientific discovery (2004) (0)
LBNL-41101 UC-405 On Updating Problems in Latent Semantic Indexing (2008) (0)
A new Lanczos method for electronic structure calculations (1998) (0)
Supercomputers: Super-polluters? (2008) (0)
Applications Performance Under MPL and MPI on NAS IBM SP2 (1994) (0)
NATIONAL ABORATORY PIHARP : A Parallel Dynamic Spectral Partitioner (2008) (0)

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Horst D. Simon's Academic­Influence.com Rankings

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Why Is Horst D. Simon Influential?

Horst D. Simon's Published Works

Published Works

Horst D. Simon's AcademicInfluence.com Rankings