SpecBoost: Accelerating Tiled Sparse Matrix Multiplication via Dataflow Speculation

Sparse matrix-sparse matrix multiplication (SpMSpM) is crucial in many fields such as scientific computing, sparse linear algebra, and machine learning due to its computational complexity in the large and extremely sparse datasets. Various applications dealing with the sparse matrix show a variety o...

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Bibliographic Details
Main Authors: Gwanghwi Seo, Sungju Ryu
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10921684/
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