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Design of a Multicore Sparse Cholesky Factorization Using DAGs

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Hybridizing nested dissection and halo approximate minimum degree for efficient sparse matrix ordering
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Cilk: An Efficient Multithreaded Runtime System
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PaStiX: A Parallel Sparse Direct Solver Based on a Static Scheduling for Mixed 1D/2D Block Distributions
inferredcites →https://doi.org/10.1007/978-3-540-75755-9_1openalex-snapshot
The Impact of Multicore on Math Software
inferredcites →https://doi.org/10.1007/bf01407861openalex-snapshot
Task scheduling for parallel sparse Cholesky factorization
inferredcites →https://doi.org/10.1007/bf01407878openalex-snapshot
Solution of sparse positive definite systems on a shared-memory multiprocessor
inferredcites →https://doi.org/10.1007/bfb0031609openalex-snapshot
Sparse matrix ordering with Scotch
inferredcites →https://doi.org/10.1016/0167-8191(86)90019-0openalex-snapshot
Parallel implementation of multifrontal schemes
inferredcites →https://doi.org/10.1016/j.future.2003.07.007openalex-snapshot
Parallel and fully recursive multifrontal sparse Cholesky
inferredcites →https://doi.org/10.1016/j.future.2003.07.011openalex-snapshot
Solving unsymmetric sparse systems of linear equations with PARDISO
inferredcites →https://doi.org/10.1016/j.parco.2008.10.002openalex-snapshot
A class of parallel tiled linear algebra algorithms for multicore architectures
inferredcites →https://doi.org/10.1016/s0167-8191(01)00141-7openalex-snapshot
PaStiX: a high-performance parallel direct solver for sparse symmetric positive definite systems
inferredcites →https://doi.org/10.1088/1742-6596/125/1/012079openalex-snapshot
Evaluation of SuperLU on multicore architectures
inferredcites →https://doi.org/10.1088/1742-6596/180/1/012037openalex-snapshot
Numerical linear algebra on emerging architectures: The PLASMA and MAGMA projects
inferredcites →https://doi.org/10.1093/acprof:oso/9780198508380.001.0001openalex-snapshot
Direct Methods for Sparse Matrices
inferredcites →https://doi.org/10.1109/clustr.2008.4663765openalex-snapshot
A dependency-aware task-based programming environment for multi-core architectures
inferredcites →https://doi.org/10.1137/0914048openalex-snapshot
A Supernodal Cholesky Factorization Algorithm for Shared-Memory Multiprocessors
inferredcites →https://doi.org/10.1137/1033099openalex-snapshot
Parallel Algorithms for Sparse Linear Systems
inferredcites →https://doi.org/10.1137/s0895479897317685openalex-snapshot
An Asynchronous Parallel Supernodal Algorithm for Sparse Gaussian Elimination
inferredcites →https://doi.org/10.1137/s0895479899358194openalex-snapshot
A Fully Asynchronous Multifrontal Solver Using Distributed Dynamic Scheduling
inferredcites →https://doi.org/10.1137/s1064827595287997openalex-snapshot
A Fast and High Quality Multilevel Scheme for Partitioning Irregular Graphs
inferredcites →https://doi.org/10.1145/1067967.1067969openalex-snapshot
A fully portable high performance minimal storage hybrid format Cholesky algorithm
inferredcites →https://doi.org/10.1145/1089014.1089017openalex-snapshot
An overview of SuperLU
inferredcites →https://doi.org/10.1145/1326548.1326550openalex-snapshot
Parallel unsymmetric-pattern multifrontal sparse LU with column preordering
inferredcites →https://doi.org/10.1145/1391989.1391995openalex-snapshot
Algorithm 887
inferredcites →https://doi.org/10.1145/1499096.1499098openalex-snapshot
An out-of-core sparse Cholesky solver
inferredcites →https://doi.org/10.1145/1654059.1654103openalex-snapshot
PFunc
inferredcites →https://doi.org/10.1145/356044.356047openalex-snapshot
The Multifrontal Solution of Indefinite Sparse Symmetric Linear
inferredcites →https://doi.org/10.1145/992200.992202openalex-snapshot
MA57---a code for the solution of sparse symmetric definite and indefinite systems
inferredcites →https://doi.org/10.1145/992200.992206openalex-snapshot
Algorithm 832
inferredcites →https://doi.org/10.5286/raltr.2008029openalex-snapshot
A DAG-based parallel Cholesky factorization for multicore systems

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Fully Parallel and Pipelined Sparse Direct Solver for Large Symmetric Indefinite Finite Element Problems
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Fully Parallel and Pipelined Sparse Direct Solver for Large Symmetric Indefinite Finite Element Problems
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Supernodal sparse Cholesky factorization on graphics processing units
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A comparative study of null‐space factorizations for sparse symmetric saddle point systems
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Wilkinson's inertia‐revealing factorization and its application to sparse matrices
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A fast method for binary programming using first‐order derivatives, with application to topology optimization with buckling constraints
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Multithreaded Multifrontal Sparse Cholesky Factorization Using Threading Building Blocks
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Sparse Cholesky Solver: The Symbolic Phase
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Sparse Cholesky Solver: The Factorization Phase
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Parallel Cholesky Factorization for Banded Matrices Using OpenMP Tasks
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HSL@60: A Brief History of the HSL Mathematical Software Library
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Experiments with Sparse Cholesky Using a Parametrized Task Graph Implementation
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Sparse Direct Solution on Parallel Computers
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$${{\fancyscript{H}}} $$ H -LU factorization on many-core systems
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Solving large linear least squares problems with linear equality constraints
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A dual gradient-projection method for large-scale strictly convex quadratic problems
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Integrating Transactions into the Data-Driven Multi-threading Model Using the TFlux Platform
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Efficient Cholesky Factor Recovery for Column Reordering in Simultaneous Localisation and Mapping
inferred← citeshttps://doi.org/10.1007/s11075-018-0478-2openalex-snapshot
A Schur complement approach to preconditioning sparse linear least-squares problems with some dense rows
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A null-space approach for large-scale symmetric saddle point systems with a small and non zero (2, 2) block
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Approximating sparse Hessian matrices using large-scale linear least squares
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Fully parallel and pipelined sparse direct solver for large symmetric indefinite finite element problems
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Fine-grained heterogeneous parallel direct solver for finite element problems
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Skuller: A volumetric shape registration algorithm for modeling skull deformities
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A study of shared-memory parallelism in a multifrontal solver
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On the scalability of inexact balancing domain decomposition by constraints with overlapped coarse/fine corrections
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A survey of direct methods for sparse linear systems
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Determination of 2D Particle Size Distributions in Plasmonic Nanoparticle Colloids via Analytical Ultracentrifugation: Application to Gold Bipyramids
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Continuous flow synthesis and simulation-supported investigation of tunable plasmonic gold patchy nanoparticles
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Quest for a New Solver for EPANET 2
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Direct Methods for Sparse Matrices
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Glossary of Symbols
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Copyright Page
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Preface
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Introduction
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Sparse matrices: storage schemes and simple operations
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Gaussian elimination for dense matrices: the algebraic problem
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Gaussian elimination for dense matrices: numerical considerations
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Gaussian elimination for sparse matrices: an introduction
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Reduction to block triangular form
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Local pivotal strategies for sparse matrices
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Ordering sparse matrices for band solution
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Orderings based on dissection
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Implementing Gaussian elimination without symbolic factorize
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Implementing Gaussian elimination with symbolic factorize
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Gaussian elimination using trees
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Graphs for symmetric and unsymmetric matrices
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The solve phase
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Other sparsity-oriented issues
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Matrix and vector norms
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Pictures of sparse matrices
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Solutions to selected exercises
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Integrating Transactions into the Data-Driven Multi-threading Model Using the TFlux Platform
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A Selective Nesting Approach for the Sparse Multi-threaded Cholesky Factorization
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Reducing elimination tree height for parallel LU factorization of sparse unsymmetric matrices
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A Block-Oriented, Parallel and Collective Approach to Sparse Indefinite Preconditioning on GPUs
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Stretching Jacobi: Two-Stage Pivoting in Block-Based Factorization
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Decomposition and Coordination-Based Parallel Power Flow Calculation for Large-Scale Multi-Regional Interconnected Power System
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A Runtime Approach to Dynamic Resource Allocation for Sparse Direct Solvers
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New Scheduling Strategies and Hybrid Programming for a Parallel Right-looking Sparse LU Factorization Algorithm on Multicore Cluster Systems
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Taking Advantage of Hybrid Systems for Sparse Direct Solvers via Task-Based Runtimes
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A Comparison of High-Level Programming Choices for Incomplete Sparse Factorization Across Different Architectures
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Leveraging Task-Parallelism with OmpSs in ILUPACK's Preconditioned CG Method
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GPU Accelerated Sparse Cholesky Factorization
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Parallel and Scalable Heat Methods for Geodesic Distance Computation
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Fast and effective reordering of columns within supernodes using partition refinement
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An Efficient Multicore Implementation of a Novel HSS-Structured Multifrontal Solver Using Randomized Sampling
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Multilevel Balancing Domain Decomposition at Extreme Scales
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Reordering Strategy for Blocking Optimization in Sparse Linear Solvers
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On Using Cholesky-Based Factorizations and Regularization for Solving Rank-Deficient Sparse Linear Least-Squares Problems
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SemiAutomatic Task Graph Construction for $\mathcal{H}$-Matrix Arithmetic
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Fast Implementation of the Traveling-Salesman-Problem Method for Reordering Columns within Supernodes
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Pivoting strategies for tough sparse indefinite systems
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A Parallel Sparse Direct Solver via Hierarchical DAG Scheduling
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Implementing Multifrontal Sparse Solvers for Multicore Architectures with Sequential Task Flow Runtime Systems
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The State-of-the-Art of Preconditioners for Sparse Linear Least-Squares Problems
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Sparse computation data dependence simplification for efficient compiler-generated inspectors
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Strengths and Limitations of Stretching for Least-squares Problems with Some Dense Rows
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HPS Cholesky: Hierarchical Parallelized Supernodal Cholesky with Adaptive Parameters
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A Computational Study of Low-Precision Incomplete Cholesky Factorization Preconditioners for Sparse Linear Least-Squares Problems
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Sparse Cholesky Factorization on FPGA Using Parameterized Model
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Parallelization of the solve phase in a task-based Cholesky solver using a sequential task flow model
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Parallel Sparse Cholesky Factorization on a Heterogeneous Platform
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Task Parallel Incomplete Cholesky Factorization using 2D Partitioned-Block Layout
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Acceleration of Hydro Poro-Elastic Damage Simulation in a Shared-Memory Environment1
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New Parallel Sparse Direct Solvers for Multicore Architectures
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Taking advantage of hybrid systems for sparse direct solvers via task-based runtimes
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Sparse Matrix Code Dependence Analysis Simplification at Compile Time
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A modern analyse phase for sparse tree-based direct methods
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Performance and Energy Optimization of the Iterative Solution of Sparse Linear Systems on Multicore Processors
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Programmation des architectures hétérogènes à l'aide de tâches divisibles ou modulables
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Scaling the solution of large sparse linear systems using multifrontal methods on hybrid shared-distributed memory architectures
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Utilisation de la compression low-rank pour réduire la complexité des solveurs creux parallèles basés sur des techniques de factorisation directes.
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