The paper compares of the multidimensional matrix algebra and the tensor algebra. It is shown that tensor algebra operations are realized in the multidimensional matrix algebra more efficiently.

Sparse Matrix-Vector Multiplication (SpMV) is a fundamental workload of numerous applications. However, for today's high-end superscalar CPUs, such as Intel Xeon series, it is usually difficult to ...