An effective SPMV based on block strategy and hybrid compression on GPU-Reference-Cited by-同舟云学术

An effective SPMV based on block strategy and hybrid compression on GPU

Published:2021-10-18 Issue: Volume: Page:
ISSN:0920-8542
Container-title:The Journal of Supercomputing
language:en
Short-container-title:J Supercomput

Author:

Cui Huanyu,Wang Nianbin,Wang Yuhua,Han Qilong,Xu Yuezhu

Funder

National Natural Science Foundation of China

Publisher

Springer Science and Business Media LLC

Subject

Hardware and Architecture,Information Systems,Theoretical Computer Science,Software

Link

https://link.springer.com/content/pdf/10.1007/s11227-021-04123-6.pdf

Reference30 articles.

1. Ernesto D, Pablo E (2018) Solving sparse triangular linear systems in modern GPUs: a synchronization-free algorithm. In: 26th Euromicro International Conference on Parallel, Distributed and Network-based Processing (PDP), 1:196–203

2. Ahmadi A, Manganiello F, Khademi A et al (2021) A parallel Jacobi-embedded Gauss-Seidel mMethod. IEEE Trans Parallel Distrib Syst 76:8883–8900

3. Barreda M, Dolz MF et al (2020) Performance modeling of the sparse matrix-vector product via convolutional neural networks. J Supercomput 76:8883–8900

4. Benatia A, Ji, WX, Wang, YZ (2016) Sparse matrix format selection with multiclass SVM for SPMV on GPU. In: 45th International Conference on Parallel Processing (ICPP), Comm. ACM 38(4):393–422

5. Nathan B, Michael G (2009) Implementing sparse matrix-vector multiplication on throughput-oriented processors. In: Proceedings of the ACM/IEEE Conference on High Performance Computing, SC 2009, pp. 1–11

Cited by 6 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. SPMSD: An Partitioning-Strategy for Parallel General Sparse Matrix-Matrix Multiplication on GPU;Parallel Processing Letters;2024-05-27

2. Large-Scale Simulation of Structural Dynamics Computing on GPU Clusters;Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis;2023-11-11

3. A two‐stage parallel method on GPU based on hybrid‐compression‐format for diagonal matrix;Concurrency and Computation: Practice and Experience;2023-08-10

4. An adaptive approach for compression format based on bagging algorithm;International Journal of Parallel, Emergent and Distributed Systems;2023-07-13

5. Enhancing genomic mutation data storage optimization based on the compression of asymmetry of sparsity;Frontiers in Genetics;2023-06-01