Performance Analysis of CUDA by Implementation of Hypergraph Partitioning for Parallelizing Sparse Matrix-Vector Multiplication Using Quadro K4200

IOP Conference Series Materials Science and Engineering ◽

10.1088/1757-899x/854/1/012057 ◽

2020 ◽

Vol 854 ◽

pp. 012057

Author(s):

Murni ◽

T Handhika

Keyword(s):

Performance Analysis ◽

Sparse Matrix ◽

Hypergraph Partitioning ◽

Matrix Vector Multiplication ◽

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Performance Analysis and Optimization of Sparse Matrix-Vector Multiplication on Modern Multi- and Many-Core Processors

2017 46th International Conference on Parallel Processing (ICPP) ◽

10.1109/icpp.2017.38 ◽

2017 ◽

Author(s):

Athena Elafrou ◽

Georgios Goumas ◽

Nectarios Koziris

Keyword(s):

Performance Analysis ◽

Sparse Matrix ◽

Matrix Vector Multiplication ◽

Many Core ◽

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Performance Analysis and Optimization of Sparse Matrix-Vector Multiplication on Intel Xeon Phi

2017 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) ◽

10.1109/ipdpsw.2017.134 ◽

2017 ◽

Author(s):

Athena Elafrou ◽

Georgios Goumas ◽

Nectarios Koziris

Keyword(s):

Performance Analysis ◽

Sparse Matrix ◽

Xeon Phi ◽

Intel Xeon Phi ◽

Matrix Vector Multiplication ◽

Matrix Vector ◽

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Hypergraph Partitioning Based Models and Methods for Exploiting Cache Locality in Sparse Matrix-Vector Multiplication

SIAM Journal on Scientific Computing ◽

10.1137/100813956 ◽

2013 ◽

Vol 35 (3) ◽

pp. C237-C262 ◽

Author(s):

Kadir Akbudak ◽

Enver Kayaaslan ◽

Cevdet Aykanat

Keyword(s):

Sparse Matrix ◽

Hypergraph Partitioning ◽

Matrix Vector Multiplication ◽

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Parallel Sparse Matrix Vector Multiplication on Intel MIC: Performance Analysis

Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering - Smart Societies, Infrastructure, Technologies and Applications ◽

10.1007/978-3-319-94180-6_29 ◽

2018 ◽

pp. 306-322 ◽

Author(s):

Hana Alyahya ◽

Rashid Mehmood ◽

Iyad Katib

Keyword(s):

Performance Analysis ◽

Sparse Matrix ◽

Matrix Vector Multiplication ◽

Matrix Vector ◽

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Spatiotemporal Graph and Hypergraph Partitioning Models for Sparse Matrix-Vector Multiplication on Many-Core Architectures

IEEE Transactions on Parallel and Distributed Systems ◽

10.1109/tpds.2018.2864729 ◽

2019 ◽

Vol 30 (2) ◽

pp. 445-458 ◽

Author(s):

Nabil Abubaker ◽

Kadir Akbudak ◽

Cevdet Aykanat

Keyword(s):

Sparse Matrix ◽

Hypergraph Partitioning ◽

Matrix Vector Multiplication ◽

Many Core ◽

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A Fully Structure-Driven Performance Analysis of Sparse Matrix-Vector Multiplication

Proceedings of the ACM/SPEC International Conference on Performance Engineering ◽

10.1145/3358960.3379131 ◽

2020 ◽

Author(s):

Prabhjot Sandhu ◽

Clark Verbrugge ◽

Laurie Hendren

Keyword(s):

Performance Analysis ◽

Sparse Matrix ◽

Matrix Vector Multiplication ◽

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Performance analysis of distributed symmetric sparse matrix vector multiplication algorithm for multi-core architectures

Concurrency and Computation Practice and Experience ◽

10.1002/cpe.3499 ◽

2015 ◽

Vol 27 (17) ◽

pp. 5019-5036 ◽

Author(s):

Dossay Oryspayev ◽

Hasan Metin Aktulga ◽

Masha Sosonkina ◽

Pieter Maris ◽

James P. Vary

Keyword(s):

Performance Analysis ◽

Sparse Matrix ◽

Multiplication Algorithm ◽

Matrix Vector Multiplication ◽

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Hypergraph-partitioning-based decomposition for parallel sparse-matrix vector multiplication

IEEE Transactions on Parallel and Distributed Systems ◽

10.1109/71.780863 ◽

1999 ◽

Vol 10 (7) ◽

pp. 673-693 ◽

Author(s):

U.V. Catalyurek ◽

C. Aykanat

Keyword(s):

Sparse Matrix ◽

Hypergraph Partitioning ◽

Matrix Vector Multiplication ◽

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SpaceA: Sparse Matrix Vector Multiplication on Processing-in-Memory Accelerator

2021 IEEE International Symposium on High-Performance Computer Architecture (HPCA) ◽

10.1109/hpca51647.2021.00055 ◽

2021 ◽

Author(s):

Xinfeng Xie ◽

Zheng Liang ◽

Peng Gu ◽

Abanti Basak ◽

Lei Deng ◽

...

Keyword(s):

Sparse Matrix ◽

Matrix Vector Multiplication ◽

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Conflict-free symmetric sparse matrix-vector multiplication on multicore architectures

Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis ◽

10.1145/3295500.3356148 ◽

2019 ◽

Author(s):

Athena Elafrou ◽

Georgios Goumas ◽

Nectarios Koziris

Keyword(s):

Sparse Matrix ◽

Multicore Architectures ◽

Matrix Vector Multiplication ◽

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