Systems and methods for improving the execution of computational algorithms

摘要

A system for solving equations of a given scientific code for a large dataset represented as a mesh includes first computing circuitry, second computing circuitry, and communication circuitry. The first computing circuitry includes software to arrange the mesh in a sequential order, and a memory to store the mesh data and the results obtained in the execution of the scientific code. The second computing circuitry includes software to execute the scientific code for one vertex of the mesh, and a cache memory to store all the neighboring vertices to the one vertex. The communication circuitry is between the first and second computing circuitry so that the first computing circuitry fed the second computing circuitry with the vertices of the mesh following the sequential order, and the scientific code is executed for all the vertices of the mesh and its results are returned to the first computing circuitry.