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approfondimento - Sparse Matrix Multiplication Optimization
Arrow Matrix Decomposition: Communication-Efficient Sparse Matrix Multiplication Approach
The author proposes an innovative approach to iterated sparse matrix dense matrix multiplication, addressing memory limitations and communication bottlenecks by decomposing the sparse matrix into arrow matrices. This method significantly reduces communication costs and outperforms existing techniques.
Arrow Matrix Decomposition: A Novel Communication-Efficient Approach for Sparse Matrix Multiplication
Proposing an innovative arrow matrix decomposition approach to enhance communication efficiency in sparse matrix multiplication.
Arrow Matrix Decomposition: A Novel Communication-Efficient Approach for Sparse Matrix Multiplication
Efficiently decomposing sparse matrices into arrow matrices reduces communication costs and improves scalability.
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