An Introduction to Parallel and Vector Scientific Computation - Ronald W. (Georgia Institute of Technology) Shonkwiler - Bog

In this introductory text, the fundamental algorithms of numerical linear algebra are developed in a parallel context. Topics include direct and iterative methods for solving linear systems, numerical methods for the eigenvector/eigenvalue problem and applications to Monte Carlo methods.