and Eijkhout's book, excellent place to start, (but web server down at the moment) http://tacc-web.austin.utexas.edu/veijkhout/public_html/Arti...

Introduction to High Performance Scientific Computing - Victor Eijkhout with Edmond Chow, Robert van de Geijn