Introduction to High-Performance Scientific Computing

Single processor computer architecture

Parallel computer architecture

Computer arithmetic

Numerical treatment of differential equations

Numerical linear algebra

High performance linear algebra

Combinatorics

Tutorials on LaTeX, Unix, Compilers, Make, Source code control

Michigan State University CMSE 822: Parallel Computing (primary course material)

University of Maryland, AMSC/CMSC 662 (official textbook)

University of Utah, CS6230 Parallel Computing and HPC for Scientific Computing and Data Science (textbook)

Pontificia Universidad Catolica de Chile, IMT2112 (textbook)

University of Liege, INFO 0939 (official textbook)

University of New Mexica, Math/CS 471 (textbook)

San Diego State University, COMP 696 (primary textbook)

UC Boulder APPM 4720/5720 (textbook)

University of Texas at El Paso, CPS 5401 (textbook)

NYU school of medicine, HPC in biomedical (required reading)

Los Alamos, Information Science and Technology Institute (recommended reading)

Brigham Young University IT 515R Scientific Computing

Gordon College, CPS371

University of Bath, CM30225

Illinois Institute of Technology, CS595

ETH / Swiss National Supercomputer Center

University Duisburg Essen, HPC 2014/2015

University of Notre Dame, ACMS60212/40212

Technische Universitat Munchen, Informatics V

University of Tennessee, Knoxville: CS 594-4, M578

Computation Institute, University of Chicago

Purdue University, CS 50100

University of New South Wales, Math3101/Math5305

University of Connecticut, Physics 2200

University of Tartu, Scientific Computing MTAT.08.010

Weierstrass Institute for Applied Analysis and Stochastics Berlin, Scientific Computing course

University of Pittsburgh, math 1070/1080

University of British Columbia, COSC 407

Georgia Tech, CSE 8803HNC

Sabanci Universitesi, CS 531

University of Bath, CM30225 Parallel Computing

University of Utah, CS6230 Parallel Computing and HPC for Scientific Computing and Data Science (textbook)

ETH Zurich, HPCSE I, 2017 (textbook)

RWTH Aache: HPAC WS 16/17

Vi-SEEM 2017

San Diego State University, COMP/CS 605 (suggested reading)

Institute of Plasma Physics, Chinese Academy of Sciences

Gordon College CPS343

University of Illinois, Computer Science, HPC Fall 2012

ACM/SIAM Student Chapter KAUST | 2017





I have written a textbook with both theory and practical tutorials in the theory and practice of high performance computing. This book is released under a CC-BY license, thanks to a gift from the Saylor Foundation Printed copies are for sale from lulu.comGet your free pdf download here . Public repo TBA.Experimental html version Check out my MPI/OpenMP/Petsc book. Pdf downloads . It also has an html version . Public repository TBA.My latest project is a C++/Fortran2008 book. Pdf downloads Table of contents:Kudos for the book: “this is a monumental achievement” [Cray Inc], “This is an excellent, expertly crafted, highly readable book that is the best snapshot of the state of HPC that I have seen in many years.” [Intel Corp], “comprehensive overview of high performance computing that excellently balances theory and application” [Simulation Consultant]. "superb, a bible for sci.computing" [University of Tennessee]This book was originally designed for the SSC 335/394 “Introduction to Scientific and Technical Computing” course at UT. Right now it is listed as textbook or recommended reading by the following:The MPI/OpenMP book is used or referenced here:(image: Victor teaching a short course at Shanghai Jiao Tong University. If you want Victor to teach at your institution, contact him by the link below.)@Book{Eijkhout:IHPSClulu,Title = {Introduction to High Performance Scientific Computing},Author = {{Victor Eijkhout with Robert van de Geijn and Edmond Chow}},Publisher = {lulu.com},Year = {2011},Note = {\url{http://www.tacc.utexas.edu/~eijkhout/istc/istc.html}},Abstract = {\url{http://www.lulu.com/shop/victor-eijkhout/introduction-to-high-performance-scientific-computing/paperback/product-18783375.html}, also downloadable from \url{http://tinyurl.com/EijkhoutHPC}},ISBN = {978-1-257-99254-6},