Ed Anderson contributed to previous versions of this report. Other contributors include: Zhaojun Bai of the University of Kentucky, Jim Demmel of the University of California-Berkeley, Sven Hammarling of NAG Ltd., and Alan McKenney of the Courant Institute of Mathematical Sciences, New York University.