Spring 2012
ACMS 40212/60212: Advanced Scientific Computing
Class time: MWF 9:35pm - 10:25am.
Classroom: E.J. Debartolo Hall 311
Office hours: M, W 3:00 pm - 4:00pm, HH 226
Syllabus is here.
MPI
U1010 UNIX for beginners
OpenMP
Textbook
Introduction to Parallel Computing, Second Edition has been put on reserve in Math. library.
The electronic version is also available online at
http://link.library.nd.edu/rplow (please contact Math. librarian for access if there is a problem)
Sample code is at /afs/crc.nd.edu/user/z/zxu2/Public/ACMS40212-S12 on crc machine.
Projects and Homework Assignments
Lecture notes
Lecture 01 |
Single processor performance |
Lecture 02 |
Parallel programming platforms |
Lecture 03 |
MPI programming (part 1) , (part 2) |
Supplementary material |
Short notes on dynamic memory allocation , Pointer and Memory (Notes from Stanford) |
Lecture 04 |
Principles of Parallel Algorithm Design (part 1) , (part 2) , (part 3), (part 4) |
Supplementary material |
Dynamic load balancing for AMR , AMR for Front Tracking |
Lecture 05 |
Performance Analysis (part 1) , (part 2) |
Supplementary material |
Short Introduction to Makefile |
Lecture 06 |
Parallel Matrix Algorithms (part 1) ,
(part 2) , (part 3) |
Readings |
Scalability of parallel alg. for matrix multiplication |
Lecture 07 |
Advanced MPI - process topology (part 1) |
Lecture 08 |
Fast Linear Solvers (part 1) ,
(part 2) , (part 3),
(part 4),
(part 5),
(part 6),
(part 7)
|
Lecture 09 |
Numerical PDEs (part 1) ,
(part 2)
|
Supplementary material |
Debugging in Serial and Parallel,
Totalview Tutorial
|
Lecture 10 |
OpenMP (part 1),
(part 2),
(part 3)
|
Readings |
Gaussian Elimination Using OpenMP ,
LU using OpenMP,
LAPACK with OpenMP
|
Readings |
Hybrid MPI/OpenMP ,
Hybrid Parallel Programming
|
Lecture 11 |
GPU Programming(part 1),
(part 2)
|