Testing Unconstrained Optimization Software
ACM Transactions on Mathematical Software (TOMS)
ACM SIGNUM Newsletter
The influence of relaxed supernode partitions on the multifrontal method
ACM Transactions on Mathematical Software (TOMS)
Computing the block triangular form of a sparse matrix
ACM Transactions on Mathematical Software (TOMS)
Coarse-grain parallel programming in Jade
PPOPP '91 Proceedings of the third ACM SIGPLAN symposium on Principles and practice of parallel programming
Proceedings of the 1990 ACM/IEEE conference on Supercomputing
Parallel algorithm research at CERFACS
Proceedings of the 1990 ACM/IEEE conference on Supercomputing
Algorithm 694: a collection of test matrices in MATLAB
ACM Transactions on Mathematical Software (TOMS)
ACM Transactions on Mathematical Software (TOMS)
Effects of partitioning and scheduling sparse matrix factorization on communication and load balance
Proceedings of the 1991 ACM/IEEE conference on Supercomputing
SPLASH: Stanford parallel applications for shared-memory
ACM SIGARCH Computer Architecture News
MemSpy: analyzing memory system bottlenecks in programs
SIGMETRICS '92/PERFORMANCE '92 Proceedings of the 1992 ACM SIGMETRICS joint international conference on Measurement and modeling of computer systems
Towards a fast implementation of spectral nested dissection
Proceedings of the 1992 ACM/IEEE conference on Supercomputing
Performance of distributed sparse Cholesky factorization with pre-scheduling
Proceedings of the 1992 ACM/IEEE conference on Supercomputing
Characterizing the behavior of sparse algorithms on caches
Proceedings of the 1992 ACM/IEEE conference on Supercomputing
Sparse matrix computations: implications for cache designs
Proceedings of the 1992 ACM/IEEE conference on Supercomputing
Implementation of a portable nested data-parallel language
PPOPP '93 Proceedings of the fourth ACM SIGPLAN symposium on Principles and practice of parallel programming
Sparse QR factorization in MATLAB
ACM Transactions on Mathematical Software (TOMS)
ICS '94 Proceedings of the 8th international conference on Supercomputing
An improved incomplete Cholesky factorization
ACM Transactions on Mathematical Software (TOMS)
Communication optimizations for parallel computing using data access information
Supercomputing '95 Proceedings of the 1995 ACM/IEEE conference on Supercomputing
The design of a new frontal code for solving sparse, unsymmetric systems
ACM Transactions on Mathematical Software (TOMS)
The design of MA48: a code for the direct solution of sparse unsymmetric linear systems of equations
ACM Transactions on Mathematical Software (TOMS)
Automatic Data Structure Selection and Transformation for Sparse Matrix Computations
IEEE Transactions on Parallel and Distributed Systems
Sparse Linear Least Squares Problems in Optimization
Computational Optimization and Applications
Solving general sparse linear systems using conjugate gradient-type methods
ICS '90 Proceedings of the 4th international conference on Supercomputing
SPARK: a benchmark package for sparse computations
ICS '90 Proceedings of the 4th international conference on Supercomputing
Algebraic decision diagrams and their applications
ICCAD '93 Proceedings of the 1993 IEEE/ACM international conference on Computer-aided design
Research Demonstration of a Hardware Reference-Counting Heap
Lisp and Symbolic Computation
Dynamic resource management on distributed systems using reconfigurable applications
IBM Journal of Research and Development - Special issue: performance analysis and its impact on design
Level 3 basic linear algebra subprograms for sparse matrices: a user-level interface
ACM Transactions on Mathematical Software (TOMS)
Expokit: a software package for computing matrix exponentials
ACM Transactions on Mathematical Software (TOMS)
The automatic generation of sparse primitives
ACM Transactions on Mathematical Software (TOMS)
An object-oriented framework for block preconditioning
ACM Transactions on Mathematical Software (TOMS)
A combined unifrontal/multifrontal method for unsymmetric sparse matrices
ACM Transactions on Mathematical Software (TOMS)
Greedy, Prohibition, and Reactive Heuristics for Graph Partitioning
IEEE Transactions on Computers
Hypergraph-Partitioning-Based Decomposition for Parallel Sparse-Matrix Vector Multiplication
IEEE Transactions on Parallel and Distributed Systems
Task scheduling using a block dependency DAG for block-oriented sparse Cholesky factorization
SAC '00 Proceedings of the 2000 ACM symposium on Applied computing - Volume 2
Algorithm 818: A reference model implementation of the sparse BLAS in fortran 95
ACM Transactions on Mathematical Software (TOMS)
A hypergraph-partitioning approach for coarse-grain decomposition
Proceedings of the 2001 ACM/IEEE conference on Supercomputing
Improved load distribution in parallel sparse cholesky factorization
Proceedings of the 1994 ACM/IEEE conference on Supercomputing
New methods for adapting and for approximating inverses as preconditioners
Applied Numerical Mathematics - Developments and trends in iterative methods for large systems of equations—in memoriam Rüdiger Weiss
Algebric Decision Diagrams and Their Applications
Formal Methods in System Design
A Fast and Robust Network Bisection Algorithm
IEEE Transactions on Computers
Annealed Embeddings of Communication Patterns in an Interconnection Cached Network
IEEE Transactions on Parallel and Distributed Systems
Multicoloring of Grid-Structured PDE Solvers on Shared-Memory Multiprocessors
IEEE Transactions on Parallel and Distributed Systems
Polynomial preconditioners based on factorized sparse approximate inverses
Applied Mathematics and Computation
Finite element-boundary integral methods in electromagnetics
Finite Elements in Analysis and Design
A Fine-Grain Hypergraph Model for 2D Decomposition of Sparse Matrices
IPDPS '01 Proceedings of the 15th International Parallel & Distributed Processing Symposium
SIPR: A New Framework for Generating Efficient Code for Sparse Matrix Computations
LCPC '98 Proceedings of the 11th International Workshop on Languages and Compilers for Parallel Computing
Non-standard Parallel Solution Strategies for Distributed Sparse Linear Systems
ParNum '99 Proceedings of the 4th International ACPC Conference Including Special Tracks on Parallel Numerics and Parallel Computing in Image Processing, Video Processing, and Multimedia: Parallel Computation
The effect of orderings on sparse approximate inverse preconditioners for non-symmetric problems
Advances in Engineering Software - Engineering computational technology
A statistically-based multi-algorithmic approach for load-balancing sparse matrix computations
FRONTIERS '96 Proceedings of the 6th Symposium on the Frontiers of Massively Parallel Computation
Telcordia LSI Engine: Implementation and Scalability Issues
RIDE '01 Proceedings of the 11th International Workshop on research Issues in Data Engineering
CUTEr and SifDec: A constrained and unconstrained testing environment, revisited
ACM Transactions on Mathematical Software (TOMS)
An Effective Multilevel Algorithm for Bisecting Graphs and Hypergraphs
IEEE Transactions on Computers
A Compressed Diagonals Remapping Technique for Dynamic Data Redistribution on Banded Sparse Matrix
The Journal of Supercomputing
Product or sum with transposed matrix: what is best for unsymmetric sparse matrix compression
Advances in Engineering Software
ACM Transactions on Mathematical Software (TOMS)
A column approximate minimum degree ordering algorithm
ACM Transactions on Mathematical Software (TOMS)
Algorithm 845: EIGIFP: a MATLAB program for solving large symmetric generalized eigenvalue problems
ACM Transactions on Mathematical Software (TOMS)
The Journal of Supercomputing
Restarted block-GMRES with deflation of eigenvalues
Applied Numerical Mathematics - 6th IMACS International symposium on iterative methods in scientific computing
Some convergence estimates for algebraic multilevel preconditioners
Contemporary mathematics
Automated Japanese essay scoring system based on articles written by experts
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Usage derived recommendations for a video digital library
Journal of Network and Computer Applications
ACM Transactions on Mathematical Software (TOMS)
Recursive approach in sparse matrix LU factorization
Scientific Programming
A modified harmonic block Arnoldi algorithm with adaptive shifts for large interior eigenproblems
Journal of Computational and Applied Mathematics
Deadlock-free Asynchronous Communication Strategies for Unstructured Computations on iPSC/860
ICPP '94 Proceedings of the 1994 International Conference on Parallel Processing - Volume 01
Data distribution schemes of sparse arrays on distributed memory multicomputers
The Journal of Supercomputing
Out-of-core SVD performance for document indexing
Applied Numerical Mathematics
A PROBE-Based Heuristic for Graph Partitioning
IEEE Transactions on Computers
On the design of interfaces to sparse direct solvers
ACM Transactions on Mathematical Software (TOMS)
International Journal of Computational Science and Engineering
Algorithm 880: A testing infrastructure for symmetric tridiagonal eigensolvers
ACM Transactions on Mathematical Software (TOMS)
Trust Region Newton Method for Logistic Regression
The Journal of Machine Learning Research
An invert-free Arnoldi method for computing interior eigenpairs of large matrices
International Journal of Computer Mathematics
Coordinate Descent Method for Large-scale L2-loss Linear Support Vector Machines
The Journal of Machine Learning Research
A Standard and Software for Numerical Metadata
ACM Transactions on Mathematical Software (TOMS)
CONTEST: A Controllable Test Matrix Toolbox for MATLAB
ACM Transactions on Mathematical Software (TOMS)
Latent Semantic Analysis --- The Dynamics of Semantics Web Services Discovery
Advances in Web Semantics I
A new method for accelerating Arnoldi algorithms for large scale eigenproblems
Mathematics and Computers in Simulation
Restarted block-GMRES with deflation of eigenvalues
Applied Numerical Mathematics - 6th IMACS International symposium on iterative methods in scientific computing
Sparse matrix vector multiplication techniques on the IBM 3090 VF
Parallel Computing
Journal of Computational and Applied Mathematics
Deflated block Krylov subspace methods for large scale eigenvalue problems
Journal of Computational and Applied Mathematics
A compressed diagonals remapping technique for dynamic data redistribution on banded sparse matrix
ISPA'03 Proceedings of the 2003 international conference on Parallel and distributed processing and applications
VECPAR'06 Proceedings of the 7th international conference on High performance computing for computational science
AMESOS: a set of general interfaces to sparse direct solver libraries
PARA'06 Proceedings of the 8th international conference on Applied parallel computing: state of the art in scientific computing
An efficient preprocessing stage for the relationship-based clustering framework
Intelligent Data Analysis
Performance evaluation of parallel sparse matrix-vector products on SGI Altix3700
IWOMP'05/IWOMP'06 Proceedings of the 2005 and 2006 international conference on OpenMP shared memory parallel programming
VECPAR'10 Proceedings of the 9th international conference on High performance computing for computational science
The university of Florida sparse matrix collection
ACM Transactions on Mathematical Software (TOMS)
SIAM Journal on Scientific Computing
3D-ICE: fast compact transient thermal modeling for 3D ICs with inter-tier liquid cooling
Proceedings of the International Conference on Computer-Aided Design
An evaluation of sparse direct symmetric solvers: an introduction and preliminary findings
PARA'04 Proceedings of the 7th international conference on Applied Parallel Computing: state of the Art in Scientific Computing
Efficient vector-descriptor product exploiting time-memory trade-offs
ACM SIGMETRICS Performance Evaluation Review
ACM Transactions on Mathematical Software (TOMS)
A new shift scheme for the harmonic Arnoldi method
Mathematical and Computer Modelling: An International Journal
Mathematical and Computer Modelling: An International Journal
Detecting Localization in an Invariant Subspace
SIAM Journal on Scientific Computing
Original Article: Simpler GMRES with deflated restarting
Mathematics and Computers in Simulation
Accelerated GCRO-DR method for solving sequences of systems of linear equations
Journal of Computational and Applied Mathematics
| Hi-index | 0.02 |
We describe the Harwell-Boeing sparse matrix collection, a set of standard test matrices for sparse matrix problems. Our test set comprises problems in linear systems, least squares, and eigenvalue calculations from a wide variety of scientific and engineering disciplines. The problems range from small matrices, used as counter-examples to hypotheses in sparse matrix research, to large test cases arising in large-scale computation. We offer the collection to other researchers as a standard benchmark for comparative studies of algorithms. The procedures for obtaining and using the test collection are discussed. We also describe the guidelines for contributing further test problems to the collection.