A Survey of Accelerating Parallel Sparse Linear Algebra

Sparse linear algebra includes the fundamental and important operations in various large-scale scientific computing and real-world applications. There exists performance bottleneck for sparse linear algebra since it mainly contains the memory-bound computations with low arithmetic intensity. How to...

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Bibliographic Details
Published in:ACM computing surveys 2024-01, Vol.56 (1), p.1-38, Article 21
Main Authors: Xiao, Guoqing, Yin, Chuanghui, Zhou, Tao, Li, Xueqi, Chen, Yuedan, Li, Kenli
Format: Article
Language:English
Subjects:
Algorithms
Computer science
Computer systems organization
Computing methodologies
Linear algebra
Mathematical analysis
Matrix algebra
Multiplication
Optimization
Parallel algorithms
Parallel architectures
Sparse matrices
Sparsity
Structured data
Symbolic and algebraic algorithms
Tensors
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