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Stability and Performance of Various Singular Value QR Implementations on Multicore CPU with a GPU

https://doi.org/10.1145/2898347
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What this work says

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

inferredcites →https://doi.org/10.1017/s0962492902000089openalex-snapshot
Numerical methods for large eigenvalue problems
inferredcites →https://doi.org/10.1109/ipdps.2014.48openalex-snapshot
Improving the Performance of CA-GMRES on Multicores with Multiple GPUs
inferredcites →https://doi.org/10.1109/sc.2014.81openalex-snapshot
Domain Decomposition Preconditioners for Communication-Avoiding Krylov Methods on a Hybrid CPU/GPU Cluster
inferredcites →https://doi.org/10.1137/0611021openalex-snapshot
Incremental Condition Estimation
inferredcites →https://doi.org/10.1137/080731992openalex-snapshot
Communication-optimal Parallel and Sequential QR and LU Factorizations
inferredcites →https://doi.org/10.1137/1.9780898717839.ch4openalex-snapshot
4. Iterative Methods for Sparse Linear Systems
inferredcites →https://doi.org/10.1137/14m0973773openalex-snapshot
Mixed-Precision Cholesky QR Factorization and Its Case Studies on Multicore CPU with Multiple GPUs
inferredcites →https://doi.org/10.1145/2807591.2807608openalex-snapshot
Randomized algorithms to update partial singular value decomposition on a hybrid CPU/GPU cluster
inferredcites →https://doi.org/10.1177/1094342007084026openalex-snapshot
Mixed Precision Iterative Refinement Techniques for the Solution of Dense Linear Systems

What points at this work

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

inferred← citeshttps://doi.org/10.1007/s00034-023-02577-yopenalex-snapshot
FPGA Design and Implementation of Improved DFxLMS Algorithm for Compressor Noise Cancellation System
inferred← citeshttps://doi.org/10.1007/s10444-018-9600-1openalex-snapshot
Randomized algorithms for distributed computation of principal component analysis and singular value decomposition
inferred← citeshttps://doi.org/10.1007/s11227-019-02983-7openalex-snapshot
Implementation and performance evaluation of a communication-avoiding GMRES method for stencil-based code on GPU cluster
inferred← citeshttps://doi.org/10.1017/s0962492922000022openalex-snapshot
Mixed precision algorithms in numerical linear algebra
inferred← citeshttps://doi.org/10.1109/iccs67844.2025.11292169openalex-snapshot
Batch SW-SVD on Sunway processor
inferred← citeshttps://doi.org/10.1109/sc41404.2022.00087openalex-snapshot
W-Cycle SVD: A Multilevel Algorithm for Batched SVD on GPUs
inferred← citeshttps://doi.org/10.1137/19m1298263openalex-snapshot
Exploiting Lower Precision Arithmetic in Solving Symmetric Positive Definite Linear Systems and Least Squares Problems
inferred← citeshttps://doi.org/10.1145/2832080.2832082openalex-snapshot
Mixed-precision block gram Schmidt orthogonalization
inferred← citeshttps://doi.org/10.1177/10943420211003313openalex-snapshot
A survey of numerical linear algebra methods utilizing mixed-precision arithmetic
inferred← citeshttps://doi.org/10.22215/etd/2023-15405openalex-snapshot
TC-GVF: Tensor Core GPU Based Vector Fitting Via Accelerated Tall-Skinny QR Solvers
inferred← citeshttps://doi.org/10.3390/app142210716openalex-snapshot
Symmetric Tridiagonal Eigenvalue Solver Across CPU Graphics Processing Unit (GPU) Nodes
inferred← citeshttps://doi.org/10.3929/ethz-b-000463520openalex-snapshot
Fully parallel mesh I/O using PETSC DMPLEX with an application to waveform modelling
inferred← citeshttps://doi.org/10.46300/9106.2022.16.94openalex-snapshot
Design of High-speed Delay-FXLMS Hardware Architecture Based on FPGA
inferred← citeshttps://doi.org/10.48550/arxiv.2007.06674openalex-snapshot
A Survey of Numerical Methods Utilizing Mixed Precision Arithmetic
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