Courses and on-line textbooks in parallel and scientific computation

Courses and textbooks in parallel and scientific computation

Scientific Computing and Visualization,Aiichiro Nakano, USC. Fall ’09 Spring ’08

18.085, Computational Science and Engineering (Fall 2008) (Also see Spring 2009)

18.086 (Spring 2006)

Applied Parallel Programming (ECE 498 AL), Wen-Mei Hwu (UIUC) and David Kirk (NVIDIA)

Applications of Parallel Computers, UC Berkeley (Taught by Jim Demmel and others), and links to resources including web pages from prior years. In particular, Jim Demmel wrote extensive notes in spring 1996

Applied Parallel Computing, John Gilbert, UC Santa Barbara

CS258, Parallel Computer Architecture, David Culler, U.C. Berkeley.

Short courses at Texas A & M Supercomputing Facility, and other Documentation

HyperStat Online Textbook
Online version of Cleve Moler’s Numerical Computing with MATLAB
Numerical Recipes (in C or Fortran), 2nd Ed., by Press et al., Cambridge University Press.
Scientific Computing: An Introductory Survey, 2nd Ed., by Michael Heath, McGraw-Hill, 2002. Includes links and software modules accessible via applets.
Introduction to Linear Algebra, 4th Ed., by Gilbert Strang, coming soon.
Algorithms in the Real World, Guy Blelloch, CMU.
Designing and Building Parallel Programs, by I. Foster (Addison-Wesley Publishers)
Parallel Computing Works, by G. Fox, R. Williams, and P. Messina (Morgan Kaufmann Publishers)
Computer structures: principles and examples,, 2nd Ed, compiled by D. Siewiorek, C. G. Bell, A. Newell, New York, McGraw-Hill, 1982. (Classic architecture readings)
Parallel Computer Architecture, by Culler, Singh, and Gupta
Calculus, by Gilbert Strang
Templates for the Solution of Linear Systems," by Richard Barrett et al, SIAM.

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