Salvatore Filippone

Orcid: 0000-0002-5859-7538

According to our database1, Salvatore Filippone authored at least 64 papers between 1990 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Why diffusion-based preconditioning of Richards equation works: Spectral analysis and computational experiments at very large scale.
Numer. Linear Algebra Appl., January, 2024

2023
Automatic coarsening in Algebraic Multigrid utilizing quality measures for matching-based aggregations.
Comput. Math. Appl., August, 2023

Parallel Sparse Computation Toolkit.
Softw. Impacts, March, 2023

A Survey on Design Methodologies for Accelerating Deep Learning on Heterogeneous Architectures.
CoRR, 2023

AMG Preconditioners based on Parallel Hybrid Coarsening and Multi-objective Graph Matching.
Proceedings of the 31st Euromicro International Conference on Parallel, 2023

2022
Social ski driver conditional autoregressive-based deep learning classifier for flight delay prediction.
Neural Comput. Appl., 2022

Alya towards Exascale: Algorithmic Scalability using PSCToolkit.
CoRR, 2022

2021
AMG Preconditioners for Linear Solvers towards Extreme Scale.
SIAM J. Sci. Comput., 2021

Preconditioning Richards Equations: spectral analysis and parallel solution at very large scale.
CoRR, 2021

Using Big Data to Compare Classification Models for Household Credit Rating in Kuwait.
Proceedings of Sixth International Congress on Information and Communication Technology, 2021

A Deep Feedforward Neural Network and Shallow Architectures Effectiveness Comparison: Flight Delays Classification Perspective.
Proceedings of the ICAAI 2021: The 5th International Conference on Advances in Artificial Intelligence, Virtual Event, United Kingdom, November 20, 2021

2020
On the quality of matching-based aggregates for algebraic coarsening of SPD matrices in AMG.
CoRR, 2020

2019
Efficient Algebraic Multigrid Preconditioners on Clusters of GPUs.
Parallel Process. Lett., 2019

2018
BootCMatch: A Software Package for Bootstrap AMG Based on Graph Weighted Matching.
ACM Trans. Math. Softw., 2018

2017
Sparse Matrix-Vector Multiplication on GPGPUs.
ACM Trans. Math. Softw., 2017

Coarray-based load balancing on heterogeneous and many-core architectures.
Parallel Comput., 2017

A framework for unit testing with coarray Fortran.
Proceedings of the 25th High Performance Computing Symposium, Virginia Beach, VA, USA, April 23, 2017

Solving Sparse Linear Systems of Equations Using Fortran Coarrays.
Proceedings of the Parallel Computing is Everywhere, 2017

Parallel Aggregation Based on Compatible Weighted Matching for AMG.
Proceedings of the Large-Scale Scientific Computing - 11th International Conference, 2017

2016
A parallel generalized relaxation method for high-performance image segmentation on GPUs.
J. Comput. Appl. Math., 2016

Sparse approximate inverse preconditioners on high performance GPU platforms.
Comput. Math. Appl., 2016

Heterogeneous CAF-Based Load Balancing on Intel Xeon Phi.
Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016

2015
Extracting UML Class Diagrams from Object-Oriented Fortran: ForUML.
Sci. Program., 2015

SParC-LES: Enabling large eddy simulations with parallel sparse matrix computation tools.
Comput. Math. Appl., 2015

Hybrid Coarrays: a PGAS Feature for Many-Core Architectures.
Proceedings of the Parallel Computing: On the Road to Exascale, 2015

SIMPL: A Pattern Language for Writing Efficient Kernels on GPGPU.
Proceedings of the 1st IEEE/ACM International Workshop on Software Engineering for High Performance Computing in Science, 2015

2014
Book Review.
Sci. Program., 2014

Design patterns for sparse-matrix computations on hybrid CPU/GPU platforms.
Sci. Program., 2014

OpenCoarrays: Open-source Transport Layers Supporting Coarray Fortran Compilers.
Proceedings of the 8th International Conference on Partitioned Global Address Space Programming Models, 2014

Exhaustive Key Search on Clusters of GPUs.
Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014

Sparse matrix computations on clusters with GPGPUs.
Proceedings of the International Conference on High Performance Computing & Simulation, 2014

Coarrays in GNU Fortran.
Proceedings of the International Conference on Parallel Architectures and Compilation, 2014

2013
Performance analysis of parallel Schwarz preconditioners in the LES of turbulent channel flows.
Comput. Math. Appl., 2013

Extracting UML class diagrams from object-oriented Fortran: ForUML.
Proceedings of the 1st International Workshop on Software Engineering for High Performance Computing in Computational Science and Engineering, 2013

Heterogeneous Sparse Matrix Computations on Hybrid GPU/CPU Platforms.
Proceedings of the Parallel Computing: Accelerating Computational Science and Engineering (CSE), 2013

Approximate Inverse Preconditioners for Krylov Methods on Heterogeneous Parallel Computers.
Proceedings of the Parallel Computing: Accelerating Computational Science and Engineering (CSE), 2013

Fast Uniform Grid Construction on GPGPUs Using Atomic Operations.
Proceedings of the Parallel Computing: Accelerating Computational Science and Engineering (CSE), 2013

2012
Object-Oriented Techniques for Sparse Matrix Computations in Fortran 2003.
ACM Trans. Math. Softw., 2012

Exploring capabilities within ForTrilinos by solving the 3D Burgers equation.
Sci. Program., 2012

2011
An Improved Sparse Matrix-Vector Multiply Based on Recursive Sparse Blocks Layout.
Proceedings of the Large-Scale Scientific Computing - 8th International Conference, 2011

Design Patterns for Scientific Computations on Sparse Matrices.
Proceedings of the Euro-Par 2011: Parallel Processing Workshops - CCPI, CGWS, HeteroPar, HiBB, HPCVirt, HPPC, HPSS, MDGS, ProPer, Resilience, UCHPC, VHPC, Bordeaux, France, August 29, 2011

2010
MLD2P4: A Package of Parallel Algebraic Multilevel Domain Decomposition Preconditioners in Fortran 95.
ACM Trans. Math. Softw., 2010

On the Usage of 16 Bit Indices in Recursively Stored Sparse Matrices.
Proceedings of the 12th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2010

On BLAS Operations with Recursively Stored Sparse Matrices.
Proceedings of the 12th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2010

Assembling Recursively Stored Sparse Matrices.
Proceedings of the International Multiconference on Computer Science and Information Technology, 2010

Use of Hybrid Recursive CSR/COO Data Structures in Sparse Matrices-Vector Multiplication.
Proceedings of the International Multiconference on Computer Science and Information Technology, 2010

Utilizing Recursive Storage in Sparse Matrix-Vector Multiplication - Preliminary Considerations.
Proceedings of the ISCA 25th International Conference on Computers and Their Applications, 2010

2009
Generalized GEMM Kernels on GPGPUs: Experiments and Applications.
Proceedings of the Parallel Computing: From Multicores and GPU's to Petascale, 2009

On the Use of Aggregation-Based Parallel Multilevel Preconditioners in the LES of Wall-Bounded Turbulent Flows.
Proceedings of the Large-Scale Scientific Computing, 7th International Conference, 2009

2007
Performance Optimization and Modeling of Blocked Sparse Kernels.
Int. J. High Perform. Comput. Appl., 2007

2LEV-D2P4: a package of high-performance preconditioners for scientific and engineering applications.
Appl. Algebra Eng. Commun. Comput., 2007

2006
An Enhanced Parallel Version of Kiva-3V, Coupled with a 1D CFD Code, and Its Use in General Purpose Engine Applications.
Proceedings of the High Performance Computing and Communications, 2006

2005
FAST-EVP: An Engine Simulation Tool.
Proceedings of the High Performance Computing and Communications, 2005

2004
Extending PSBLAS to Build Parallel Schwarz Preconditioners.
Proceedings of the Applied Parallel Computing, 2004

A Simulation Model for Forest Fires.
Proceedings of the Applied Parallel Computing, 2004

2000
PSBLAS: a library for parallel linear algebra computation on sparse matrices.
ACM Trans. Math. Softw., 2000

1999
An Object-Oriented Environment for Sparse Parallel Computation on Adaptive Grids.
Proceedings of the 13th International Parallel Processing Symposium / 10th Symposium on Parallel and Distributed Processing (IPPS / SPDP '99), 1999

1998
Parallel Tight-Binding Molecular Dynamics Code Based on Integration of HPF and Optimized Parallel Libraries.
Proceedings of the Applied Parallel Computing, 1998

1996
Parallel Libraries on Distributed Memory Architectures: The IBM Parallel ESSL.
Proceedings of the Applied Parallel Computing, 1996

A Proposal for Parallel Sparse BLAS.
Proceedings of the Applied Parallel Computing, 1996

1995
Some Preliminary Experiences with Sparse BLAS in Parallel Iterative Solvers.
Proceedings of the Applied Parallel Computing, 1995

The IBM Parallel Engineering and Scientific Subroutine Library.
Proceedings of the Applied Parallel Computing, 1995

1994
Experiences in Numerical Software on IBM Distributed Memory Architectures.
Proceedings of the Parallel Scientific Computing, First International Workshop, 1994

1990
A vectorized long-period shift-register random number generator.
Proceedings of the Proceedings Supercomputing '90, New York, NY, USA, November 12-16, 1990, 1990


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