CUDA Papers

A collection of research papers and projects utilizing CUDA technology

Tag Archives: vector

Efficient Sparse Matrix-Vector Multiplication on CUDA Abstract The massive parallelism of graphics processing units (GPUs) offers tremendous performance in many high-performance computing applications. While dense linear algebra readily maps to such platforms, harnessing this potential for sparse matrix computations presents additional challenges. Given its role in iterative methods for solving sparse linear systems and eigenvalue problems, sparse matrix-vector multiplication (SpMV) […]