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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Adaptive Optimization of Sparse Matrix-Vector Multiplication on Emerging Many-Core Architectures

2018 IEEE 20th International Conference on High Performance Computing and Communications; IEEE 16th International Conference on Smart City; IEEE 4th International Conference on Data Science and Systems (HPCC/SmartCity/DSS) ◽

10.1109/hpcc/smartcity/dss.2018.00116 ◽

2018 ◽

Author(s):

Shizhao Chen ◽

Jianbin Fang ◽

Donglin Chen ◽

Chuanfu Xu ◽

Zheng Wang

Keyword(s):

Sparse Matrix ◽

Adaptive Optimization ◽

Matrix Vector Multiplication ◽

Many Core ◽

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Experiences with the Sparse Matrix-Vector Multiplication on a Many-core Processor

2012 IEEE 26th International Parallel and Distributed Processing Symposium Workshops & PhD Forum ◽

10.1109/ipdpsw.2012.17 ◽

2012 ◽

Author(s):

Juan C. Pichel ◽

Francisco F. Rivera

Keyword(s):

Sparse Matrix ◽

Matrix Vector Multiplication ◽

Many Core ◽

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Sparse matrix–vector multiplication on the Single-Chip Cloud Computer many-core processor

Journal of Parallel and Distributed Computing ◽

10.1016/j.jpdc.2013.07.017 ◽

2013 ◽

Vol 73 (12) ◽

pp. 1539-1550 ◽

Author(s):

Juan C. Pichel ◽

Francisco F. Rivera

Keyword(s):

Sparse Matrix ◽

Single Chip ◽

Matrix Vector Multiplication ◽

Many Core ◽

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Efficient sparse matrix-vector multiplication on x86-based many-core processors

Proceedings of the 27th international ACM conference on International conference on supercomputing - ICS '13 ◽

10.1145/2464996.2465013 ◽

2013 ◽

Author(s):

Xing Liu ◽

Mikhail Smelyanskiy ◽

Edmond Chow ◽

Pradeep Dubey

Keyword(s):

Sparse Matrix ◽

Matrix Vector Multiplication ◽

Many Core ◽

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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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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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Research on Performance Optimization for Sparse Matrix-Vector Multiplication in Multi/Many-core Architecture

2020 2nd International Conference on Information Technology and Computer Application (ITCA) ◽

10.1109/itca52113.2020.00081 ◽

2020 ◽

Author(s):

Qihan Wang ◽

Mingliang Li ◽

Jianming Pang ◽

Di Zhu

Keyword(s):

Performance Optimization ◽

Sparse Matrix ◽

Matrix Vector Multiplication ◽

Many Core ◽

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NUMA-Aware Optimization of Sparse Matrix-Vector Multiplication on ARMv8-Based Many-Core Architectures

Lecture Notes in Computer Science - Network and Parallel Computing ◽

10.1007/978-3-030-79478-1_20 ◽

2021 ◽

pp. 231-242

Author(s):

Xiaosong Yu ◽

Huihui Ma ◽

Zhengyu Qu ◽

Jianbin Fang ◽

Weifeng Liu

Keyword(s):

Sparse Matrix ◽

Matrix Vector Multiplication ◽

Many Core ◽

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Scale-Free Sparse Matrix-Vector Multiplication on Many-Core Architectures

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems ◽

10.1109/tcad.2017.2681072 ◽

2017 ◽

Vol 36 (12) ◽

pp. 2106-2119 ◽

Author(s):

Yun Liang ◽

Wai Teng Tang ◽

Ruizhe Zhao ◽

Mian Lu ◽

Huynh Phung Huynh ◽

...

Keyword(s):

Sparse Matrix ◽

Matrix Vector Multiplication ◽

Many Core ◽

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