BBM 442: Parallel
Processing - Fall 2017
Instructor: Dr. Adnan Ozsoy
Email: adnan.ozsoy@hacettepe.edu.tr
Office: 114
Course Schedule: Friday, 13.30-16:15
Class: D9
Course Description
Introduction to parallelism
and parallel programming, network topologies for parallel computers, GPUs,
parallel computer architecture (SIMD, Shared Memory MIMD and Distributed Memory
MIMD), synchronization mechanisms, parallel programming models, analysis and
design of parallel algorithms, development of parallel algorithms for different
architectures, performance and complexity of parallel algorithms. Case studies:
Selected parallel algorithms.
Reference Books
An Introduction to Parallel Programming, 1st Edition by Peter
Pacheco
ÒProgramming
Massively Parallel Processors: A Hands-on ApproachÓ, David B. Kirk and Wen-mei W. Hwu Morgan Kaufman, ISBN-10: 0123814723,
ISBN-13: 978-0123814722.
ÒCUDA by Example: An Introduction to
General-Purpose GPU ProgrammingÓ, H.
Bidgoli, Addison Wesley, ISBN-10: 0131387685, ISBN-13: 978-0131387683.
Introduction to Parallel Computing, Blaise Barney, Lawrence Livermore
National Laboratory - https://computing.llnl.gov/tutorials/parallel_comp/
Grading
Midterm - (%30)
Final - (%40)
Projects Ð (%30)
Announcements
http://piazza.com/hacettepe.edu.tr/fall2017/bbm442
|
Week |
||
|
1 |
Sep-29 |
Introduction to Parallel Programming |
|
2 |
Oct-06 |
Parallel Programming Architectures
and Software |
|
3 |
Oct-13 |
Shared Memory Systems (OpenMP) |
|
4 |
Oct-20 |
Shared Memory Systems (OpenMP) |
|
5 |
Oct-27 |
Shared Memory Systems (Pthreads) |
|
6 |
Nov-03 |
Shared Memory Systems (Pthreads) |
|
7 |
Nov-10 |
Distributed Memory Systems (MPI) |
|
8 |
Nov-17 |
Distributed Memory Systems (MPI) |
|
9 |
Nov-24 |
MIDTERM |
|
10 |
Dec-01 |
GPGPU (CUDA) |
|
11 |
Dec-08 |
GPGPU (CUDA) |
|
12 |
Dec-15 |
Advanced Topics |
|
13 |
Dec-22 |
Advanced Topics |
|
14 |
Dec-29 |
Advanced Topics |
Course material:
Slides
mainly from the first reference book: http://booksite.elsevier.com/9780123742605/