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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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 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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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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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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