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Performance Engineering of the Kernel Polynomal Method on Large-Scale CPU-GPU Systems

https://doi.org/10.1109/ipdps.2015.76

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What this work says

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

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Efficient estimation of eigenvalue counts in an interval

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Improving robustness of the FEAST algorithm and solving eigenvalue problems from graphene nanoribbons

inferredcites →https://doi.org/10.1006/jcph.1996.0048openalex-snapshot

Kernel Polynomial Approximations for Densities of States and Spectral Functions

inferredcites →https://doi.org/10.1007/s10766-012-0204-yopenalex-snapshot

Kernel Polynomial Method on GPU

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Towards Realistic Performance Bounds for Implicit CFD Codes

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Towards Realistic Performance Bounds for Implicit CFD Codes

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Fate of topological-insulator surface states under strong disorder

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Dot-bound and dispersive states in graphene quantum dot superlattices

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The kernel polynomial method

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Colloquium : Topological insulators

inferredcites →https://doi.org/10.1109/hipc.2012.6507483openalex-snapshot

Sparse matrix-matrix multiplication on modern architectures

inferredcites →https://doi.org/10.1109/icppw.2010.38openalex-snapshot

LIKWID: A Lightweight Performance-Oriented Tool Suite for x86 Multicore Environments

inferredcites →https://doi.org/10.1109/ipdps.2012.14openalex-snapshot

Improving the Performance of Dynamical Simulations Via Multiple Right-Hand Sides

inferredcites →https://doi.org/10.1109/ipdps.2014.125openalex-snapshot

Optimizing Sparse Matrix-Multiple Vectors Multiplication for Nuclear Configuration Interaction Calculations

inferredcites →https://doi.org/10.1109/sc.2008.5214359openalex-snapshot

Benchmarking GPUs to tune dense linear algebra

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Templates for the Solution of Linear Systems: Building Blocks for Iterative Methods

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A Unified Sparse Matrix Data Format for Efficient General Sparse Matrix-Vector Multiplication on Modern Processors with Wide SIMD Units

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Increasing the Performance of the Jacobi--Davidson Method by Blocking

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Roofline

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Implementing sparse matrix-vector multiplication on throughput-oriented processors

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Sparsity: Optimization Framework for Sparse Matrix Kernels

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LIKWID: Lightweight Performance Tools

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Efficient estimation of eigenvalue counts in an interval

inferredcites →https://doi.org/10.5555/1413370.1413402openalex-snapshot

Benchmarking GPUs to tune dense linear algebra

inferredcites →https://doi.org/10.5555/2872599.2872609openalex-snapshot

Accelerating the LOBPCG method on GPUs using a blocked sparse matrix vector product

What points at this work

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

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Desynchronization and Wave Pattern Formation in MPI-Parallel and Hybrid Memory-Bound Programs

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Solving Large-Scale Interior Eigenvalue Problems to Investigate the Vibrational Properties of the Boson Peak Regime in Amorphous Materials

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ESSEX: Equipping Sparse Solvers for Exascale

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Towards an Exascale Enabled Sparse Solver Repository

inferred← citeshttps://doi.org/10.1007/978-3-319-40528-5_14openalex-snapshot

Performance Engineering and Energy Efficiency of Building Blocks for Large, Sparse Eigenvalue Computations on Heterogeneous Supercomputers

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Improved Coefficients for Polynomial Filtering in ESSEX

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Chebyshev Filter Diagonalization on Modern Manycore Processors and GPGPUs

inferred← citeshttps://doi.org/10.1007/s10766-016-0464-zopenalex-snapshot

GHOST: Building Blocks for High Performance Sparse Linear Algebra on Heterogeneous Systems

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High-performance implementation of Chebyshev filter diagonalization for interior eigenvalue computations

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Multicore Performance Engineering of Sparse Triangular Solves Using a Modified Roofline Model

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An Educational Framework for Teaching Performance Engineering Using Deep Learning Workloads on CPU-only Clusters

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BMX-FPCA: 3D Beyond-Moore Flexible Field Programmable Crossbar Array Architecture

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An Error-Resilient Compute-in-Memory 3D FPCA Architecture for High-Performance Floating-Point Operations

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Field-Programmable Crossbar Array (FPCA) for Reconfigurable Computing

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The Role of Idle Waves, Desynchronization, and Bottleneck Evasion in the Performance of Parallel Programs

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Building and utilizing fault tolerance support tools for the GASPI applications

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A domain-specific language and matrix-free stencil code for investigating electronic properties of Dirac and topological materials

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Field-Programmable Crossbar Array (FPCA) for Reconfigurable Computing

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